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--cds-color-lighten-500: rgba(255, 255, 255, 0.5); --cds-color-lighten-400: rgba(255, 255, 255, 0.4); --cds-color-lighten-300: rgba(255, 255, 255, 0.3); --cds-color-lighten-200: rgba(255, 255, 255, 0.2); --cds-color-lighten-100: rgba(255, 255, 255, 0.1); --cds-color-lighten-50: rgba(255, 255, 255, 0.05); --cds-color-lighten-25: rgba(255, 255, 255, 0.03); --cds-color-lighten-0: rgba(255, 255, 255, 0); --cds-color-pink-975: #1e051a; --cds-color-pink-950: #45093a; --cds-color-pink-900: #661057; --cds-color-pink-800: #7d166a; --cds-color-pink-700: #9c1a84; --cds-color-pink-600: #c429a8; --cds-color-pink-500: #e339c4; --cds-color-pink-400: #f05bd5; --cds-color-pink-300: #ff82e7; --cds-color-pink-200: #ffa6ee; --cds-color-pink-100: #ffccf5; --cds-color-pink-50: #ffe0f9; --cds-color-pink-25: #fff2fd; --cds-color-red-975: #2e0007; --cds-color-red-950: #66000f; --cds-color-red-900: #9e0018; --cds-color-red-800: #c4001d; --cds-color-red-700: #d30a28; --cds-color-red-600: #ed2644; --cds-color-red-500: #f0465f; --cds-color-red-400: #fc657d; --cds-color-red-300: #ff8f9f; --cds-color-red-200: #ffb0bc; --cds-color-red-100: #fad2d8; --cds-color-red-50: #fce5e8; --cds-color-red-25: #fdf5f5; --cds-color-green-975: #02150f; --cds-color-green-950: #062e21; --cds-color-green-900: #074735; --cds-color-green-800: #095941; --cds-color-green-700: #087051; --cds-color-green-600: #118f69; --cds-color-green-500: #22a880; --cds-color-green-400: #3bc29a; --cds-color-green-300: #66dab7; --cds-color-green-200: #94e5cd; --cds-color-green-100: #b8f2e1; --cds-color-green-50: #cffaed; --cds-color-green-25: #ebfdf8; --cds-color-yellow-975: #200900; --cds-color-yellow-950: #471400; --cds-color-yellow-900: #6b1e00; --cds-color-yellow-800: #852600; --cds-color-yellow-700: #a32e00; --cds-color-yellow-600: #c74504; --cds-color-yellow-500: #de6000; --cds-color-yellow-400: #f28100; --cds-color-yellow-300: #faaf00; --cds-color-yellow-200: #ffc936; --cds-color-yellow-100: #ffdc96; --cds-color-yellow-50: #ffeac9; --cds-color-yellow-25: #fff4e8; --cds-color-purple-975: #150333; --cds-color-purple-950: #340385; --cds-color-purple-900: #4a0fab; --cds-color-purple-800: #5b15cf; --cds-color-purple-700: #6923de; --cds-color-purple-600: #8040ed; --cds-color-purple-500: #9258f5; --cds-color-purple-400: #a678f5; --cds-color-purple-300: #c29ffc; --cds-color-purple-200: #d3bbfa; --cds-color-purple-100: #e7d9ff; --cds-color-purple-50: #f1e8ff; --cds-color-purple-25: #f9f5ff; --cds-color-blue-975: #00112a; --cds-color-blue-950: #002761; --cds-color-blue-900: #003b8f; --cds-color-blue-800: #0048b0; --cds-color-blue-700: #0056d2; --cds-color-blue-600: #1e72eb; --cds-color-blue-500: #3587fc; --cds-color-blue-400: #5b9dfc; --cds-color-blue-300: #87b8ff; --cds-color-blue-200: #adcfff; --cds-color-blue-100: #cfe2ff; --cds-color-blue-50: #e3eeff; --cds-color-blue-25: #f0f6ff; --cds-color-grey-975: #0f1114; --cds-color-grey-950: #1e2229; --cds-color-grey-900: #2d3440; --cds-color-grey-800: #363f52; --cds-color-grey-700: #404b61; --cds-color-grey-600: #5b6780; --cds-color-grey-500: #6d7c99; --cds-color-grey-400: #8495b0; --cds-color-grey-300: #a7b4c9; --cds-color-grey-200: #c1cad9; --cds-color-grey-100: #dae1ed; --cds-color-grey-50: #e8eef7; --cds-color-grey-25: #f2f5fa; --cds-color-white-0: #ffffff; --cds-text-decoration-link: underline; --cds-font-family-boutros-coursera: Boutros Coursera, Tahoma, sans-serif; --cds-font-family-source-sans-pro: Source Sans Pro, Arial, sans-serif; --cds-font-size-1100: 5.5rem; --cds-font-size-1050: 5.25rem; --cds-font-size-1000: 5rem; --cds-font-size-950: 4.75rem; --cds-font-size-900: 4.5rem; --cds-font-size-850: 4.25rem; --cds-font-size-800: 4rem; --cds-font-size-750: 3.75rem; --cds-font-size-700: 3.5rem; --cds-font-size-650: 3.25rem; --cds-font-size-600: 3rem; --cds-font-size-550: 2.75rem; --cds-font-size-500: 2.5rem; --cds-font-size-450: 2.25rem; --cds-font-size-400: 2rem; --cds-font-size-375: 1.875rem; --cds-font-size-350: 1.75rem; --cds-font-size-300: 1.5rem; --cds-font-size-250: 1.25rem; --cds-font-size-200: 1rem; --cds-font-size-175: 0.875rem; --cds-font-size-150: 0.75rem; --cds-font-size-125: 0.625rem; --cds-font-size-100: 0.5rem; --cds-letter-spacing-minus30: -0.003em; --cds-letter-spacing-minus50: -0.005em; --cds-letter-spacing-minus100: -0.01em; --cds-letter-spacing-100: 0.01em; --cds-letter-spacing-0: 0em; --cds-line-height-1200: 6rem; --cds-line-height-1150: 5.75rem; --cds-line-height-1100: 5.5rem; --cds-line-height-1050: 5.25rem; --cds-line-height-1000: 5rem; --cds-line-height-900: 4.5rem; --cds-line-height-850: 4.25rem; --cds-line-height-800: 4rem; --cds-line-height-700: 3.5rem; --cds-line-height-650: 3.25rem; --cds-line-height-600: 3rem; --cds-line-height-550: 2.75rem; --cds-line-height-525: 2.625rem; --cds-line-height-500: 2.5rem; --cds-line-height-450: 2.25rem; --cds-line-height-400: 2rem; --cds-line-height-350: 1.75rem; --cds-line-height-300: 1.5rem; --cds-line-height-250: 1.25rem; --cds-line-height-200: 1rem; --cds-line-height-175: 0.875rem; --cds-line-height-150: 0.75rem; --cds-base: 8; --cds-font-weight-700: 700; --cds-font-weight-600: 600; --cds-font-weight-400: 400; --cds-border-radius-max: 50px; --cds-border-radius-400: 32px; --cds-border-radius-200: 16px; --cds-border-radius-100: 8px; --cds-border-radius-50: 4px; --cds-border-radius-25: 2px; --cds-spacing-1400: 112px; --cds-spacing-1000: 80px; --cds-spacing-800: 64px; --cds-spacing-600: 48px; --cds-spacing-400: 32px; --cds-spacing-300: 24px; --cds-spacing-200: 16px; --cds-spacing-150: 12px; --cds-spacing-100: 8px; --cds-spacing-50: 4px; --cds-color-emphasis-quaternary-content-default: var(--cds-color-purple-950); --cds-color-emphasis-quaternary-stroke-default: var(--cds-color-purple-700); --cds-color-emphasis-quaternary-background-xweak: var(--cds-color-purple-25); --cds-color-emphasis-quaternary-background-weak: var(--cds-color-purple-50); --cds-color-emphasis-quaternary-background-default: var(--cds-color-purple-600); --cds-color-emphasis-quaternary-background-strong: var(--cds-color-purple-700); --cds-color-emphasis-quaternary-background-xstrong: var(--cds-color-purple-900); --cds-color-emphasis-tertiary-content-default: var(--cds-color-yellow-800); --cds-color-emphasis-tertiary-stroke-default: var(--cds-color-yellow-300); --cds-color-emphasis-tertiary-background-xweak: var(--cds-color-yellow-25); --cds-color-emphasis-tertiary-background-weak: var(--cds-color-yellow-50); --cds-color-emphasis-tertiary-background-default: var(--cds-color-yellow-300); --cds-color-emphasis-tertiary-background-strong: var(--cds-color-yellow-500); --cds-color-emphasis-tertiary-background-xstrong: var(--cds-color-yellow-600); --cds-color-emphasis-secondary-stroke-default: var(--cds-color-pink-500); --cds-color-emphasis-secondary-content-default: var(--cds-color-pink-800); --cds-color-emphasis-secondary-background-xweak: var(--cds-color-pink-25); --cds-color-emphasis-secondary-background-weak: var(--cds-color-pink-50); --cds-color-emphasis-secondary-background-xstrong: var(--cds-color-pink-700); --cds-color-emphasis-secondary-background-strong: var(--cds-color-pink-600); --cds-color-emphasis-secondary-background-default: var(--cds-color-pink-500); --cds-color-emphasis-neutral-stroke-default: var(--cds-color-grey-600); --cds-color-emphasis-neutral-content-default: var(--cds-color-grey-600); --cds-color-emphasis-neutral-background-xweak: var(--cds-color-grey-25); --cds-color-emphasis-neutral-background-weak: var(--cds-color-grey-50); --cds-color-emphasis-neutral-background-default: var(--cds-color-grey-500); --cds-color-emphasis-neutral-background-xstrong: var(--cds-color-grey-900); --cds-color-emphasis-neutral-background-xxstrong: var(--cds-color-grey-975); --cds-color-emphasis-primary-background-xweak: var(--cds-color-blue-25); --cds-color-emphasis-primary-background-strong: var(--cds-color-blue-700); --cds-color-emphasis-primary-background-default: var(--cds-color-blue-500); --cds-color-emphasis-primary-background-xstrong: var(--cds-color-blue-800); --cds-color-emphasis-primary-background-weak: var(--cds-color-blue-50); --cds-color-emphasis-primary-background-xxstrong: var(--cds-color-blue-950); --cds-color-emphasis-primary-stroke-default: var(--cds-color-blue-500); --cds-color-emphasis-primary-content-default: var(--cds-color-blue-800); --cds-typography-action-secondary: var(--cds-font-weight-600) var(--cds-font-size-175) / var(--cds-line-height-250) var(--cds-font-family-source-sans-pro); --cds-typography-action-primary: var(--cds-font-weight-600) var(--cds-font-size-200) / var(--cds-line-height-300) var(--cds-font-family-source-sans-pro); --cds-typography-body-secondary: var(--cds-font-weight-400) var(--cds-font-size-175) / var(--cds-line-height-250) var(--cds-font-family-source-sans-pro); --cds-typography-body-primary: var(--cds-font-weight-400) var(--cds-font-size-200) / var(--cds-line-height-300) var(--cds-font-family-source-sans-pro); --cds-typography-subtitle-medium: var(--cds-font-weight-600) var(--cds-font-size-200) / var(--cds-line-height-250) var(--cds-font-family-source-sans-pro); --cds-typography-subtitle-large: var(--cds-font-weight-600) var(--cds-font-size-250) / var(--cds-line-height-300) var(--cds-font-family-source-sans-pro); --cds-typography-title-small-sm: var(--cds-font-weight-600) var(--cds-font-size-300) / var(--cds-line-height-450) var(--cds-font-family-source-sans-pro); --cds-typography-title-small: var(--cds-font-weight-600) var(--cds-font-size-375) / var(--cds-line-height-450) var(--cds-font-family-source-sans-pro); --cds-typography-title-medium-sm: var(--cds-font-weight-600) var(--cds-font-size-350) / var(--cds-line-height-450) var(--cds-font-family-source-sans-pro); --cds-typography-title-medium: var(--cds-font-weight-600) var(--cds-font-size-450) / var(--cds-line-height-525) var(--cds-font-family-source-sans-pro); --cds-typography-title-large-sm: var(--cds-font-weight-600) var(--cds-font-size-400) / var(--cds-line-height-500) var(--cds-font-family-source-sans-pro); --cds-typography-title-large: var(--cds-font-weight-600) var(--cds-font-size-600) / var(--cds-line-height-700) var(--cds-font-family-source-sans-pro); --cds-typography-display-sm: var(--cds-font-weight-600) var(--cds-font-size-500) / var(--cds-line-height-550) var(--cds-font-family-source-sans-pro); --cds-typography-display: var(--cds-font-weight-600) var(--cds-font-size-800) / var(--cds-line-height-900) var(--cds-font-family-source-sans-pro); } @media (max-width: 1023.95px) { :root { --cds-typography-display: var(--cds-typography-display-sm); --cds-typography-title-large: var(--cds-typography-title-large-sm); --cds-typography-title-medium: var(--cds-typography-title-medium-sm); --cds-typography-title-small: var(--cds-typography-title-small-sm); } } :root[dir='rtl'] { --cds-text-decoration-link: underline; --cds-typography-action-secondary: var(--cds-font-weight-700) var(--cds-font-size-175) / var(--cds-line-height-250) var(--cds-font-family-boutros-coursera); --cds-typography-action-primary: var(--cds-font-weight-700) var(--cds-font-size-200) / var(--cds-line-height-300) var(--cds-font-family-boutros-coursera); --cds-typography-body-secondary: var(--cds-font-weight-400) var(--cds-font-size-175) / var(--cds-line-height-250) var(--cds-font-family-boutros-coursera); --cds-typography-body-primary: var(--cds-font-weight-400) var(--cds-font-size-200) / var(--cds-line-height-300) var(--cds-font-family-boutros-coursera); --cds-typography-subtitle-medium: var(--cds-font-weight-700) var(--cds-font-size-200) / var(--cds-line-height-250) var(--cds-font-family-boutros-coursera); --cds-typography-subtitle-large: var(--cds-font-weight-700) var(--cds-font-size-250) / var(--cds-line-height-300) var(--cds-font-family-boutros-coursera); --cds-typography-title-small-sm: var(--cds-font-weight-700) var(--cds-font-size-375) / var(--cds-line-height-450) var(--cds-font-family-boutros-coursera); --cds-typography-title-small: var(--cds-font-weight-700) var(--cds-font-size-375) / var(--cds-line-height-450) var(--cds-font-family-boutros-coursera); --cds-typography-title-medium-sm: var(--cds-font-weight-700) var(--cds-font-size-350) / var(--cds-line-height-450) var(--cds-font-family-boutros-coursera); --cds-typography-title-medium: var(--cds-font-weight-700) var(--cds-font-size-450) / var(--cds-line-height-525) var(--cds-font-family-boutros-coursera); --cds-typography-title-large-sm: var(--cds-font-weight-700) var(--cds-font-size-400) / var(--cds-line-height-500) var(--cds-font-family-boutros-coursera); --cds-typography-title-large: var(--cds-font-weight-700) var(--cds-font-size-600) / var(--cds-line-height-700) var(--cds-font-family-boutros-coursera); --cds-typography-display-sm: var(--cds-font-weight-700) var(--cds-font-size-500) / var(--cds-line-height-550) var(--cds-font-family-boutros-coursera); --cds-typography-display: var(--cds-font-weight-700) var(--cds-font-size-800) / var(--cds-line-height-900) var(--cds-font-family-boutros-coursera); } @media (max-width: 1023.95px) { :root[dir='rtl'] { --cds-typography-display: var(--cds-typography-display-sm); --cds-typography-title-large: var(--cds-typography-title-large-sm); --cds-typography-title-medium: var(--cds-typography-title-medium-sm); --cds-typography-title-small: var(--cds-typography-title-small-sm); --cds-typography-display: var(--cds-typography-display-sm); --cds-typography-title-large: var(--cds-typography-title-large-sm); --cds-typography-title-medium: var(--cds-typography-title-medium-sm); --cds-typography-title-small: var(--cds-typography-title-small-sm); } } :root { --cds-font-size-body2: 0.875rem; --cds-font-size-title4: 0.875rem; --cds-letter-spacing-250: -0.2px; --cds-letter-spacing-125: -0.1px; --cds-font-family-body: var(--cds-font-family-source-sans-pro); --cds-font-family-title: var(--cds-font-family-source-sans-pro); --cds-font-family-display: var(--cds-font-family-source-sans-pro); --cds-font-size-body1: var(--cds-font-size-200); --cds-font-size-title3: var(--cds-font-size-200); --cds-font-size-title2: var(--cds-font-size-250); --cds-font-size-title1-xs: var(--cds-font-size-300); --cds-font-size-title1-lg: var(--cds-font-size-350); --cds-font-size-display2-xs: var(--cds-font-size-400); --cds-font-size-display2-sm: var(--cds-font-size-450); --cds-font-size-display2-lg: var(--cds-font-size-550); --cds-font-size-display1-xs: var(--cds-font-size-600); --cds-font-size-display1-sm: var(--cds-font-size-800); --cds-font-size-display1-lg: var(--cds-font-size-1050); --cds-letter-spacing-body2: var(--cds-letter-spacing-0); --cds-letter-spacing-body1: var(--cds-letter-spacing-0); --cds-letter-spacing-title4: var(--cds-letter-spacing-125); --cds-letter-spacing-title3: var(--cds-letter-spacing-125); --cds-letter-spacing-title2: var(--cds-letter-spacing-125); --cds-letter-spacing-title1: var(--cds-letter-spacing-125); --cds-letter-spacing-display2: var(--cds-letter-spacing-125); --cds-letter-spacing-display1: var(--cds-letter-spacing-250); --cds-line-height-body2: var(--cds-line-height-250); --cds-line-height-body1: var(--cds-line-height-300); --cds-line-height-title4: var(--cds-line-height-250); --cds-line-height-title3: var(--cds-line-height-300); --cds-line-height-title2: var(--cds-line-height-350); --cds-line-height-title1-xs: var(--cds-line-height-400); --cds-line-height-title1-lg: var(--cds-line-height-450); --cds-line-height-display2-xs: var(--cds-line-height-500); --cds-line-height-display2-sm: var(--cds-line-height-600); --cds-line-height-display2-lg: var(--cds-line-height-650); --cds-line-height-display1-xs: var(--cds-line-height-700); --cds-line-height-display1-sm: var(--cds-line-height-900); --cds-line-height-display1-lg: var(--cds-line-height-1150); --cds-typography-body2: var(--cds-font-weight-400) var(--cds-font-size-body2) / var(--cds-line-height-body2) var(--cds-font-family-body); --cds-typography-body1: var(--cds-font-weight-400) var(--cds-font-size-body1) / var(--cds-line-height-body1) var(--cds-font-family-body); --cds-typography-title4: var(--cds-font-weight-700) var(--cds-font-size-title4) / var(--cds-line-height-title4) var(--cds-font-family-title); --cds-typography-title3-strong: var(--cds-font-weight-700) var(--cds-font-size-title3) / var(--cds-line-height-title3) var(--cds-font-family-title); --cds-typography-title3: var(--cds-font-weight-600) var(--cds-font-size-title3) / var(--cds-line-height-title3) var(--cds-font-family-title); --cds-typography-title2-weak: var(--cds-font-weight-400) var(--cds-font-size-title2) / var(--cds-line-height-title2) var(--cds-font-family-title); --cds-typography-title2: var(--cds-font-weight-600) var(--cds-font-size-title2) / var(--cds-line-height-title2) var(--cds-font-family-title); --cds-typography-title1-xs-weak: var(--cds-font-weight-400) var(--cds-font-size-title1-xs) / var(--cds-line-height-title1-xs) var(--cds-font-family-title); --cds-typography-title1-xs: var(--cds-font-weight-600) var(--cds-font-size-title1-xs) / var(--cds-line-height-title1-xs) var(--cds-font-family-title); --cds-typography-title1-weak: var(--cds-font-weight-400) var(--cds-font-size-title1-lg) / var(--cds-line-height-title1-lg) var(--cds-font-family-title); --cds-typography-title1: var(--cds-font-weight-600) var(--cds-font-size-title1-lg) / var(--cds-line-height-title1-lg) var(--cds-font-family-title); --cds-typography-display2-xs-weak: var(--cds-font-weight-400) var(--cds-font-size-display2-xs) / var(--cds-line-height-display2-xs) var(--cds-font-family-display); --cds-typography-display2-xs: var(--cds-font-weight-600) var(--cds-font-size-display2-xs) / var(--cds-line-height-display2-xs) var(--cds-font-family-display); --cds-typography-display2-sm-weak: var(--cds-font-weight-400) var(--cds-font-size-display2-sm) / var(--cds-line-height-display2-sm) var(--cds-font-family-display); --cds-typography-display2-sm: var(--cds-font-weight-600) var(--cds-font-size-display2-sm) / var(--cds-line-height-display2-sm) var(--cds-font-family-display); --cds-typography-display2-weak: var(--cds-font-weight-400) var(--cds-font-size-display2-lg) / var(--cds-line-height-display2-lg) var(--cds-font-family-display); --cds-typography-display2: var(--cds-font-weight-600) var(--cds-font-size-display2-lg) / var(--cds-line-height-display2-lg) var(--cds-font-family-display); --cds-typography-display1-xs-weak: var(--cds-font-weight-400) var(--cds-font-size-display1-xs) / var(--cds-line-height-display1-xs) var(--cds-font-family-display); --cds-typography-display1-xs: var(--cds-font-weight-600) var(--cds-font-size-display1-xs) / var(--cds-line-height-display1-xs) var(--cds-font-family-display); --cds-typography-display1-sm-weak: var(--cds-font-weight-400) var(--cds-font-size-display1-sm) / var(--cds-line-height-display1-sm) var(--cds-font-family-display); --cds-typography-display1-sm: var(--cds-font-weight-600) var(--cds-font-size-display1-sm) / var(--cds-line-height-display1-sm) var(--cds-font-family-display); --cds-typography-display1-weak: var(--cds-font-weight-400) var(--cds-font-size-display1-lg) / var(--cds-line-height-display1-lg) var(--cds-font-family-display); --cds-typography-display1: var(--cds-font-weight-600) var(--cds-font-size-display1-lg) / var(--cds-line-height-display1-lg) var(--cds-font-family-display); } @media (max-width: 1023.95px) { :root { --cds-typography-display1: var(--cds-typography-display1-sm); --cds-typography-display1-weak: var(--cds-typography-display1-sm-weak); --cds-typography-display2: var(--cds-typography-display2-sm); --cds-typography-display2-weak: var(--cds-typography-display2-sm-weak); } } @media (max-width: 599.95px) { :root { --cds-typography-display1: var(--cds-typography-display1-xs); --cds-typography-display1-weak: var(--cds-typography-display1-xs-weak); --cds-typography-display2: var(--cds-typography-display2-xs); --cds-typography-display2-weak: var(--cds-typography-display2-xs-weak); --cds-typography-title1: var(--cds-typography-title1-xs); --cds-typography-title1-weak: var(--cds-typography-title1-xs-weak); } } :root[dir='rtl'] { --cds-font-family-body: var(--cds-font-family-boutros-coursera); --cds-font-family-title: var(--cds-font-family-boutros-coursera); --cds-font-family-display: var(--cds-font-family-boutros-coursera); --cds-letter-spacing-body2: var(--cds-letter-spacing-0); --cds-letter-spacing-body1: var(--cds-letter-spacing-0); --cds-letter-spacing-title4: var(--cds-letter-spacing-0); --cds-letter-spacing-title3: var(--cds-letter-spacing-0); --cds-letter-spacing-title2: var(--cds-letter-spacing-0); --cds-letter-spacing-title1: var(--cds-letter-spacing-0); --cds-letter-spacing-display2: var(--cds-letter-spacing-0); --cds-letter-spacing-display1: var(--cds-letter-spacing-0); } @media (max-width: 1023.95px) { :root[dir='rtl'] { --cds-typography-display1: var(--cds-typography-display1-sm); --cds-typography-display1-weak: var(--cds-typography-display1-sm-weak); --cds-typography-display2: var(--cds-typography-display2-sm); --cds-typography-display2-weak: var(--cds-typography-display2-sm-weak); } } @media (max-width: 599.95px) { :root[dir='rtl'] { --cds-typography-display1: var(--cds-typography-display1-xs); --cds-typography-display1-weak: var(--cds-typography-display1-xs-weak); --cds-typography-display2: var(--cds-typography-display2-xs); --cds-typography-display2-weak: var(--cds-typography-display2-xs-weak); --cds-typography-title1: var(--cds-typography-title1-xs); --cds-typography-title1-weak: var(--cds-typography-title1-xs-weak); } } :root { /* Deprecated intent-based tokens 1.0 retained for backward compatibility, mapped to use 3.0 Global Colors */ --cds-color-utility-warning: var(--cds-color-yellow-200); --cds-color-callouts-background-primary-strong: var(--cds-color-blue-950); --cds-color-callouts-background-primary: var(--cds-color-blue-700); --cds-color-callouts-background-tertiary-weak: var(--cds-color-yellow-25); --cds-color-callouts-background-secondary-weak: var(--cds-color-purple-25); --cds-color-callouts-background-primary-weak: var(--cds-color-blue-50); --cds-color-callouts-tertiary-invert: #b0e5fb; --cds-color-callouts-secondary-invert: var(--cds-color-yellow-200); --cds-color-callouts-tertiary: var(--cds-color-blue-900); --cds-color-callouts-secondary: var(--cds-color-purple-950); --cds-color-feedback-background-warning-weak: var(--cds-color-yellow-25); --cds-color-feedback-background-informative-weak: var(--cds-color-blue-25); --cds-color-feedback-background-success-weak: var(--cds-color-green-25); --cds-color-feedback-background-error-weak: var(--cds-color-red-25); --cds-color-feedback-warning: var(--cds-color-yellow-700); --cds-color-feedback-informative: var(--cds-color-blue-700); --cds-color-feedback-success-invert-weak: var(--cds-color-green-50); --cds-color-feedback-success-hover: var(--cds-color-green-800); --cds-color-feedback-success: var(--cds-color-green-700); --cds-color-feedback-error-invert-weak: var(--cds-color-red-50); --cds-color-feedback-error-hover: var(--cds-color-red-900); --cds-color-feedback-error: var(--cds-color-red-700); --cds-color-neutral-background-primary: var(--cds-color-white-0); --cds-color-neutral-background-primary-weak: var(--cds-color-grey-25); --cds-color-neutral-stroke-primary-invert: var(--cds-color-white-0); --cds-color-neutral-stroke-primary-weak: var(--cds-color-grey-50); --cds-color-neutral-stroke-primary: var(--cds-color-grey-300); --cds-color-neutral-disabled-weak: var(--cds-color-grey-25); --cds-color-neutral-disabled-strong: var(--cds-color-grey-200); --cds-color-neutral-disabled: var(--cds-color-grey-50); --cds-color-neutral-primary-invert: var(--cds-color-white-0); --cds-color-neutral-primary-weak: var(--cds-color-grey-600); --cds-color-neutral-primary: var(--cds-color-grey-975); --cds-color-interactive-background-primary-selected-weak: var(--cds-color-purple-25); --cds-color-interactive-background-primary-pressed-weak: var(--cds-color-purple-25); --cds-color-interactive-background-primary-hover-weak: var(--cds-color-blue-25); --cds-color-interactive-stroke-primary-focus-invert: var(--cds-color-blue-25); --cds-color-interactive-stroke-primary-focus: var(--cds-color-purple-700); --cds-color-interactive-primary-selected: var(--cds-color-purple-950); --cds-color-interactive-primary-pressed: var(--cds-color-purple-950); --cds-color-interactive-primary-hover: var(--cds-color-blue-800); --cds-color-interactive-primary: var(--cds-color-blue-700); } </style><style>.rc-GlobalFooter_copyright-row{display:-webkit-box;display:-moz-box;display:-webkit-flex;display:-ms-flexbox;display:box;display:flex;-webkit-box-align:center;-moz-box-align:center;-o-box-align:center;-ms-flex-align:center;-webkit-align-items:center;align-items:center;width:50%}@media (max-width:767px){.rc-GlobalFooter_copyright-row{-webkit-box-orient:vertical;-moz-box-orient:vertical;-o-box-orient:vertical;-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column;width:auto}}.rc-GlobalFooter_copyright-row.lohp-rebrand{line-height:1.25rem;font-family:Source Sans Pro,Arial,sans-serif}.rc-GlobalFooter_copyright-row--margin-bottom{margin-bottom:20px}.rc-GlobalFooter_copyright-row--margin-top{margin-top:30px}.rc-GlobalFooter_copyright-row--no-list .rc-GlobalFooter_copyright_col{width:auto}.rc-GlobalFooter_copyright-row_text{color:inherit;font-size:.875rem}@media (max-width:767px){.rc-GlobalFooter_copyright-row_text{font-size:.75rem}}.rc-GlobalFooter_copyright_col{width:50%}@media (max-width:767px){.rc-GlobalFooter_copyright_col{width:auto}}.rc-GlobalFooter_copyright_list{margin:0;padding:0;list-style:none;display:-webkit-box;display:-moz-box;display:-webkit-flex;display:-ms-flexbox;display:box;display:flex;-webkit-box-align:center;-moz-box-align:center;-o-box-align:center;-ms-flex-align:center;-webkit-align-items:center;align-items:center}@media (max-width:767px){.rc-GlobalFooter_copyright_list{margin-top:4px}}.rc-GlobalFooter_copyright_list_item{margin:0 10px}.rc-GlobalFooter_copyright_list_item:first-of-type{margin:0 10px 0 5px}@media (max-width:767px){.rc-GlobalFooter_copyright_list_item:first-of-type{margin:0 10px}}.rc-GlobalFooter_copyright_list_item_link:hover{color:inherit}.rc-GlobalFooter_column_header{font-family:OpenSans,Arial,sans-serif;font-size:1.5rem;font-weight:700;margin-bottom:20px}@media (max-width:767px){.rc-GlobalFooter_column_header{font-size:1rem;margin-bottom:15px}.rc-GlobalFooter_column_header .rc-GlobalFooter_column_header{margin-bottom:0}.rc-GlobalFooter_column_header--badges,.rc-GlobalFooter_column_header--social-media{margin-bottom:25px}}.rc-GlobalFooter_column_header.lohp-rebrand{font-family:Source Sans Pro,Arial,sans-serif;font-weight:600;font-size:1.25rem;line-height:1.75rem;letter-spacing:-.1px}.rc-GlobalFooter_column_list{margin:0;padding:0;list-style:none;content-visibility:auto;contain-intrinsic-size:1px 406px}.rc-GlobalFooter_column_list--bold{margin-top:20px}.rc-GlobalFooter_column_list--bold .rc-GlobalFooter_column_list_item{font-weight:700}.rc-GlobalFooter_column_list_item{font-size:1rem;line-height:1.75rem}@media (max-width:767px){.rc-GlobalFooter_column_list_item{font-size:.875rem;line-height:1.5rem}}.rc-GlobalFooter_column_list_item.lohp-rebrand{font-family:Source Sans Pro,Arial,sans-serif;font-size:.875rem;line-height:1.25rem}.rc-GlobalFooter_column_list_item_link,.rc-GlobalFooter_column_list_item_link:hover{color:inherit}.rc-GlobalFooter_coursera-logo{display:block;margin-bottom:20px}@media (max-width:767px){.rc-GlobalFooter_coursera-logo{margin-bottom:10px}}.rc-GlobalFooter_description{margin:0;line-height:1.5rem}.rc-GlobalFooter .rc-GlobalFooter_column .mobile-app-badges{margin-top:40px}@media (max-width:767px){.rc-GlobalFooter .rc-GlobalFooter_column .mobile-app-badges{margin-top:20px}}.rc-GlobalFooter .rc-GlobalFooter_column--no-description .mobile-app-badges{margin-top:25px}.rc-GlobalFooter .rc-GlobalFooter_column--no-description .mobile-app-badges--experiment-badges{margin-top:0}.rc-GlobalFooter .rc-GlobalFooter_column--no-description .mobile-app-badges--experiment-badges .mobile-badge:first-of-type{margin-bottom:1rem;display:inline-block}@media (max-width:767px){.rc-GlobalFooter .rc-GlobalFooter_column--no-description .mobile-app-badges{margin-top:20px}.rc-GlobalFooter_social-media.lohp-rebrand{display:-webkit-box;display:-moz-box;display:-webkit-flex;display:-ms-flexbox;display:box;display:flex;-webkit-box-orient:vertical;-moz-box-orient:vertical;-o-box-orient:vertical;-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column;-webkit-box-align:center;-moz-box-align:center;-o-box-align:center;-ms-flex-align:center;-webkit-align-items:center;align-items:center}.rc-GlobalFooter_social-media.lohp-rebrand .rc-GlobalFooter_social-media_link{margin-left:10px;margin-right:10px}}.rc-GlobalFooter_social-media--centered .rc-GlobalFooter_social-media_link{margin:0 10px}.rc-GlobalFooter_social-media--left-aligned .rc-GlobalFooter_social-media_link{margin-right:20px;margin-left:0}.rc-GlobalFooter_social-media_list{display:-webkit-box;display:-moz-box;display:-webkit-flex;display:-ms-flexbox;display:box;display:flex;-webkit-box-align:center;-moz-box-align:center;-o-box-align:center;-ms-flex-align:center;-webkit-align-items:center;align-items:center;padding:0;margin:0;list-style:none}.rc-GlobalFooter_social-media_link{display:inline-block;margin-left:20px}.rc-GlobalFooter{border-top:1px solid #e4e4e4;padding-top:2.75rem;overflow:hidden}@media (max-width:767px){.rc-GlobalFooter{padding-top:2.5rem}}@media (min-width:768px){.rc-GlobalFooter.lohp-rebrand .bt3-container{max-width:85%}}@media (max-width:767px){.rc-GlobalFooter.lohp-rebrand .bt3-container{max-width:90%;padding-left:0;padding-right:0}}.rc-GlobalFooter_column-container{display:-webkit-box;display:-moz-box;display:-webkit-flex;display:-ms-flexbox;display:box;display:flex;-webkit-box-align:start;-moz-box-align:start;-o-box-align:start;-ms-flex-align:start;-webkit-align-items:flex-start;align-items:flex-start;-webkit-box-pack:justify;-moz-box-pack:justify;-o-box-pack:justify;-ms-flex-pack:justify;-webkit-justify-content:space-between;justify-content:space-between;margin:0 -15px}@media (max-width:767px){.rc-GlobalFooter_column-container{margin:0}}.rc-GlobalFooter_column-container--sub-content-row{padding-top:15px;padding-bottom:50px;margin:0}.rc-GlobalFooter_column-container--border-top{border-top:1px solid #e4e4e4}.rc-GlobalFooter_column-container--align-items-center{-webkit-box-align:center;-moz-box-align:center;-o-box-align:center;-ms-flex-align:center;-webkit-align-items:center;align-items:center}.rc-GlobalFooter_column-container--column{-webkit-box-orient:vertical;-moz-box-orient:vertical;-o-box-orient:vertical;-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column}.rc-GlobalFooter_column{width:100%;padding-bottom:2.75rem;padding-left:15px;padding-right:15px}@media (max-width:767px){.rc-GlobalFooter_column{width:100%;padding-bottom:2rem;padding-left:0;padding-right:0}.rc-GlobalFooter_column--mobile-column{width:50%}.rc-GlobalFooter_column--logo-column .rc-GlobalFooter_column_container{max-width:320px}.rc-GlobalFooter_column--left-aligned .rc-GlobalFooter_column_container{margin:0}}.rc-GlobalFooter_column_container{max-width:170px}.rc-GlobalFooter_column_container--logo-column{max-width:210px}.rc-GlobalFooter .mobile-app-badges,.rc-GlobalFooter .mobile-app-badges .mobile-badge{margin:0}.rc-GlobalFooter .mobile-app-badges .mobile-badge:first-of-type{margin-bottom:15px;display:inline-block}@media (max-width:767px){.rc-GlobalFooter .mobile-app-badges .mobile-badge:first-of-type{margin:0}}.rc-PageFooter.hide-top-border{border-top:none}.rc-PageFooter.modified-background{background-color:#f8f8f8}@media (max-width:824px){.rc-PageFooter.sticky-bar{margin-bottom:73px}}@media (max-width:602px){.rc-PageFooter.sticky-bar{margin-bottom:129px}}@media (max-width:767px){.rc-PaidMediaFooter .rc-GlobalFooter_column_container{margin:0 auto}.rc-PaidMediaFooter .rc-GlobalFooter_column_header{text-align:center}.rc-PaidMediaFooter .mobile-app-badges .mobile-badge:last-child{margin-right:0}.rc-PaidMediaFooter .b-corp-logo{margin:25px auto}}.rc-PaidMediaFooter .rc-GlobalFooter_copyright-row{width:100%;-webkit-box-pack:center;-moz-box-pack:center;-o-box-pack:center;-ms-flex-pack:center;-webkit-justify-content:center;justify-content:center}@media (max-width:1023px){.rc-PaidMediaFooter.sticky-bar{margin-bottom:83px}}.rc-SubFooterSection{padding-left:20px;padding-right:20px}@media (max-width:608px){.rc-SubFooterSection{margin-bottom:1rem}}@media (min-width:768px){.rc-SubFooterSection.lohp-rebrand{margin-bottom:60px}}@media (max-width:767px){.rc-SubFooterSection.lohp-rebrand{margin-bottom:83px}}.rc-SubFooterSection__header-container{display:-webkit-box;display:-moz-box;display:-webkit-flex;display:-ms-flexbox;display:box;display:flex;-webkit-box-pack:justify;-moz-box-pack:justify;-o-box-pack:justify;-ms-flex-pack:justify;-webkit-justify-content:space-between;justify-content:space-between;-webkit-box-align:center;-moz-box-align:center;-o-box-align:center;-ms-flex-align:center;-webkit-align-items:center;align-items:center;margin-bottom:.75rem}.rc-SubFooterSection__header{line-height:1.5rem;font-weight:700;font-size:15px;margin-bottom:.75rem;color:#1f1f1f;font-family:OpenSans}.rc-SubFooterSection__header.lohp-rebrand{line-height:1.75rem;letter-spacing:-.1px;font-size:20px;font-family:Source Sans Pro,Arial,sans-serif;font-weight:600}.rc-SubFooterSection__header--in-new-experiment{margin-bottom:0}.rc-SubFooterSection__content-column-links{list-style-type:none;padding:0;margin-right:1.125rem;content-visibility:auto;contain-intrinsic-size:1px 670px}.rc-SubFooterSection__content-column-link-item{padding:0;margin-bottom:.625rem;line-height:1.125rem;font-size:.875rem;font-family:OpenSans}.rc-SubFooterSection__content-column-link-item.lohp-rebrand{line-height:1.25rem;font-family:Source Sans Pro,Arial,sans-serif}@media (max-width:608px){.rc-SubFooterSection__content-column-link-item{margin-bottom:.4375rem}}.rc-SubFooterSection__content-column-link-text{color:#1f1f1f}.rc-SubFooterSection__content-column-link-text:hover{color:inherit}.rc-SeoGlobalFooter{background-color:#f8f8f8}.rc-SeoGlobalFooter.lohp-rebrand{background-color:#f5f5f5}@media (max-width:768px){.rc-SeoGlobalFooter.lohp-rebrand.stickyBar{margin-bottom:90px}}.rc-SeoGlobalFooter__content{padding-top:3.0625rem;padding-bottom:8px}@media (max-width:1040px){.rc-SeoGlobalFooter__content{padding-top:2rem}}@media (max-width:608px){.rc-SeoGlobalFooter__content{padding-top:2rem}}.rc-SeoGlobalFooter__content.lohp-rebrand{padding-top:80px}.rc-SeoGlobalFooter__content-heading{font-family:OpenSans;font-weight:700;font-size:1rem;margin-bottom:2rem;letter-spacing:-.78px;line-height:1.6875rem;color:#1f1f1f}@media (max-width:608px){.rc-SeoGlobalFooter__content-heading{margin-bottom:2rem}}.rc-SeoGlobalFooter__global-footer-exp-section{-webkit-box-pack:justify;-moz-box-pack:justify;-o-box-pack:justify;-ms-flex-pack:justify;-webkit-justify-content:space-between;justify-content:space-between}@media (min-width:768px){.rc-SeoGlobalFooter__global-footer-exp-section{margin-top:2rem;margin-bottom:2rem}}@media (max-width:767px){.rc-SeoGlobalFooter__mobile-badges-column{display:-webkit-box;display:-moz-box;display:-webkit-flex;display:-ms-flexbox;display:box;display:flex;-webkit-box-pack:justify;-moz-box-pack:justify;-o-box-pack:justify;-ms-flex-pack:justify;-webkit-justify-content:space-between;justify-content:space-between;margin-bottom:1rem}}@media (max-width:991px){.rc-SeoGlobalFooter__mobile-badges-column.lohp-rebrand{margin-top:40px}}@media (max-width:767px){.rc-SeoGlobalFooter__mobile-badges-column.lohp-rebrand{margin-top:30px;-webkit-box-orient:vertical;-moz-box-orient:vertical;-o-box-orient:vertical;-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column}}.rc-SeoGlobalFooter__mobile-badges-column-text{display:none}@media (max-width:767px){.rc-SeoGlobalFooter__mobile-badges-column-text{display:block;line-height:1.75rem;font-family:Source Sans 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16.666667%; flex-basis: 16.666667%; } .cds-97 { flex-grow: 0; max-width: 25%; flex-basis: 25%; } .cds-98 { flex-grow: 0; max-width: 33.333333%; flex-basis: 33.333333%; } .cds-99 { flex-grow: 0; max-width: 41.666667%; flex-basis: 41.666667%; } .cds-100 { flex-grow: 0; max-width: 50%; flex-basis: 50%; } .cds-101 { flex-grow: 0; max-width: 58.333333%; flex-basis: 58.333333%; } .cds-102 { flex-grow: 0; max-width: 66.666667%; flex-basis: 66.666667%; } .cds-103 { flex-grow: 0; max-width: 75%; flex-basis: 75%; } .cds-104 { flex-grow: 0; max-width: 83.333333%; flex-basis: 83.333333%; } .cds-105 { flex-grow: 0; max-width: 91.666667%; flex-basis: 91.666667%; } .cds-106 { flex-grow: 0; max-width: 100%; flex-basis: 100%; } } @media (min-width:1024px) { .cds-107 { flex-grow: 0; max-width: none; flex-basis: auto; } .cds-108 { flex-grow: 1; max-width: 100%; flex-basis: 0; } .cds-109 { flex-grow: 0; max-width: 8.333333%; flex-basis: 8.333333%; } .cds-110 { flex-grow: 0; max-width: 16.666667%; flex-basis: 16.666667%; } .cds-111 { flex-grow: 0; max-width: 25%; flex-basis: 25%; } .cds-112 { flex-grow: 0; max-width: 33.333333%; flex-basis: 33.333333%; } .cds-113 { flex-grow: 0; max-width: 41.666667%; flex-basis: 41.666667%; } .cds-114 { flex-grow: 0; max-width: 50%; flex-basis: 50%; } .cds-115 { flex-grow: 0; max-width: 58.333333%; flex-basis: 58.333333%; } .cds-116 { flex-grow: 0; max-width: 66.666667%; flex-basis: 66.666667%; } .cds-117 { flex-grow: 0; max-width: 75%; flex-basis: 75%; } .cds-118 { flex-grow: 0; max-width: 83.333333%; flex-basis: 83.333333%; } .cds-119 { flex-grow: 0; max-width: 91.666667%; flex-basis: 91.666667%; } .cds-120 { flex-grow: 0; max-width: 100%; flex-basis: 100%; } } @media (min-width:1440px) { .cds-121 { flex-grow: 0; max-width: none; flex-basis: auto; } .cds-122 { flex-grow: 1; max-width: 100%; flex-basis: 0; } .cds-123 { flex-grow: 0; max-width: 8.333333%; flex-basis: 8.333333%; } .cds-124 { flex-grow: 0; max-width: 16.666667%; flex-basis: 16.666667%; } .cds-125 { flex-grow: 0; max-width: 25%; flex-basis: 25%; } .cds-126 { flex-grow: 0; max-width: 33.333333%; flex-basis: 33.333333%; } .cds-127 { flex-grow: 0; max-width: 41.666667%; flex-basis: 41.666667%; } .cds-128 { flex-grow: 0; max-width: 50%; flex-basis: 50%; } .cds-129 { flex-grow: 0; max-width: 58.333333%; flex-basis: 58.333333%; } .cds-130 { flex-grow: 0; max-width: 66.666667%; flex-basis: 66.666667%; } .cds-131 { flex-grow: 0; max-width: 75%; flex-basis: 75%; } .cds-132 { flex-grow: 0; max-width: 83.333333%; flex-basis: 83.333333%; } .cds-133 { flex-grow: 0; max-width: 91.666667%; flex-basis: 91.666667%; } .cds-134 { flex-grow: 0; max-width: 100%; flex-basis: 100%; } } @media (min-width:1920px) { .cds-135 { flex-grow: 0; max-width: none; flex-basis: auto; } .cds-136 { flex-grow: 1; max-width: 100%; flex-basis: 0; } .cds-137 { flex-grow: 0; max-width: 8.333333%; flex-basis: 8.333333%; } .cds-138 { flex-grow: 0; max-width: 16.666667%; flex-basis: 16.666667%; } .cds-139 { flex-grow: 0; max-width: 25%; flex-basis: 25%; } .cds-140 { flex-grow: 0; max-width: 33.333333%; flex-basis: 33.333333%; } .cds-141 { flex-grow: 0; max-width: 41.666667%; flex-basis: 41.666667%; } .cds-142 { flex-grow: 0; max-width: 50%; flex-basis: 50%; } .cds-143 { flex-grow: 0; max-width: 58.333333%; flex-basis: 58.333333%; } .cds-144 { flex-grow: 0; max-width: 66.666667%; flex-basis: 66.666667%; } .cds-145 { flex-grow: 0; max-width: 75%; flex-basis: 75%; } .cds-146 { flex-grow: 0; max-width: 83.333333%; flex-basis: 83.333333%; } .cds-147 { flex-grow: 0; max-width: 91.666667%; flex-basis: 91.666667%; } .cds-148 { flex-grow: 0; max-width: 100%; flex-basis: 100%; } } .cds-187 { height: 0; overflow: hidden; transition: height 300ms cubic-bezier(0.4, 0, 0.2, 1) 0ms; } .cds-188 { height: auto; overflow: visible; } .cds-189 { visibility: hidden; } .cds-190 { display: flex; } .cds-191 { width: 100%; } .cds-149 { color: inherit; border: 0; cursor: pointer; margin: 0; display: inline-flex; outline: 0; padding: 0; position: relative; align-items: center; user-select: none; border-radius: 0; vertical-align: middle; -moz-appearance: none; justify-content: center; text-decoration: none; background-color: transparent; -webkit-appearance: none; -webkit-tap-highlight-color: transparent; } .cds-149::-moz-focus-inner { border-style: none; } .cds-149.cds-150 { cursor: default; pointer-events: none; } @media print { .cds-149 { color-adjust: exact; } } .cds-178 { top: 0; left: 0; right: 0; bottom: 0; display: flex; z-index: -1; position: fixed; align-items: center; justify-content: center; background-color: rgba(0, 0, 0, 0.5); -webkit-tap-highlight-color: transparent; } .cds-179 { background-color: transparent; } .cds-152 { z-index: 11000; pointer-events: none; } .cds-153 { pointer-events: auto; } .cds-154[x-placement*="bottom"] .cds-157 { top: 0; left: 0; margin-top: -0.71em; margin-left: 4px; margin-right: 4px; } .cds-154[x-placement*="top"] .cds-157 { left: 0; bottom: 0; margin-left: 4px; margin-right: 4px; margin-bottom: -0.71em; } .cds-154[x-placement*="right"] .cds-157 { left: 0; width: 0.71em; height: 1em; margin-top: 4px; margin-left: -0.71em; margin-bottom: 4px; } .cds-154[x-placement*="left"] .cds-157 { right: 0; width: 0.71em; height: 1em; margin-top: 4px; margin-right: -0.71em; margin-bottom: 4px; } .cds-154[x-placement*="left"] .cds-157::before { transform-origin: 0 0; } .cds-154[x-placement*="right"] .cds-157::before { transform-origin: 100% 100%; } .cds-154[x-placement*="top"] .cds-157::before { transform-origin: 100% 0; } .cds-154[x-placement*="bottom"] .cds-157::before { transform-origin: 0 100%; } .cds-155 { color: #fff; padding: 4px 8px; font-size: 0.625rem; max-width: 300px; word-wrap: break-word; font-family: var(--cds-font-family-source-sans-pro); line-height: 1.4em; border-radius: 4px; background-color: rgba(97, 97, 97, 0.9); } .cds-156 { margin: 0; position: relative; } .cds-157 { color: rgba(97, 97, 97, 0.9); width: 1em; height: 0.71em; overflow: hidden; position: absolute; box-sizing: border-box; } .cds-157::before { width: 100%; height: 100%; margin: auto; content: ""; display: block; transform: rotate(45deg); background-color: currentColor; } .cds-158 { padding: 8px 16px; font-size: 0.875rem; line-height: 1.14286em; } .cds-159 { margin: 0 24px ; transform-origin: right center; } @media (min-width:600px) { .cds-159 { margin: 0 14px; } } .cds-160 { margin: 0 24px; transform-origin: left center; } @media (min-width:600px) { .cds-160 { margin: 0 14px; } } .cds-161 { margin: 24px 0; transform-origin: center bottom; } @media (min-width:600px) { .cds-161 { margin: 14px 0; } } .cds-162 { margin: 24px 0; transform-origin: center top; } @media (min-width:600px) { .cds-162 { margin: 14px 0; } } @media (min-width:0px) and (max-width:599.95px) { .cds-163 { display: none; } } @media (min-width:0px) { .cds-164 { display: none; } } @media (max-width:599.95px) { .cds-165 { display: none; } } @media (min-width:600px) and (max-width:1023.95px) { .cds-166 { display: none; } } @media (min-width:600px) { .cds-167 { display: none; } } @media (max-width:1023.95px) { .cds-168 { display: none; } } @media (min-width:1024px) and (max-width:1439.95px) { .cds-169 { display: none; } } @media (min-width:1024px) { .cds-170 { display: none; } } @media (max-width:1439.95px) { .cds-171 { display: none; } } @media (min-width:1440px) and (max-width:1919.95px) { .cds-172 { display: none; } } @media (min-width:1440px) { .cds-173 { display: none; } } @media (max-width:1919.95px) { .cds-174 { display: none; } } @media (min-width:1920px) { .cds-175 { display: none; } } @media (min-width:1920px) { .cds-176 { display: none; } } @media (min-width:0px) { .cds-177 { display: none; } } .cds-180 { border: none; height: 1px; margin: 0; flex-shrink: 0; background-color: rgba(0, 0, 0, 0.12); } .cds-181 { left: 0; width: 100%; bottom: 0; position: absolute; } .cds-182 { margin-left: 72px; } .cds-183 { 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0.1);--cds-color-darken-50:rgba(15, 17, 20, 0.05);--cds-color-darken-25:rgba(15, 17, 20, 0.03);--cds-color-darken-0:rgba(15, 17, 20, 0);--cds-color-lighten-975:rgba(255, 255, 255, 0.98);--cds-color-lighten-950:rgba(255, 255, 255, 0.95);--cds-color-lighten-900:rgba(255, 255, 255, 0.9);--cds-color-lighten-800:rgba(255, 255, 255, 0.8);--cds-color-lighten-700:rgba(255, 255, 255, 0.7);--cds-color-lighten-600:rgba(255, 255, 255, 0.6);--cds-color-lighten-500:rgba(255, 255, 255, 0.5);--cds-color-lighten-400:rgba(255, 255, 255, 0.4);--cds-color-lighten-300:rgba(255, 255, 255, 0.3);--cds-color-lighten-200:rgba(255, 255, 255, 0.2);--cds-color-lighten-100:rgba(255, 255, 255, 0.1);--cds-color-lighten-50:rgba(255, 255, 255, 0.05);--cds-color-lighten-25:rgba(255, 255, 255, 0.03);--cds-color-lighten-0:rgba(255, 255, 255, 0);--cds-color-pink-975:#1e051a;--cds-color-pink-950:#45093a;--cds-color-pink-900:#661057;--cds-color-pink-800:#7d166a;--cds-color-pink-700:#9c1a84;--cds-color-pink-600:#c429a8;--cds-color-pink-500:#e339c4;--cds-color-pink-400:#f05bd5;--cds-color-pink-300:#ff82e7;--cds-color-pink-200:#ffa6ee;--cds-color-pink-100:#ffccf5;--cds-color-pink-50:#ffe0f9;--cds-color-pink-25:#fff2fd;--cds-color-red-975:#2e0007;--cds-color-red-950:#66000f;--cds-color-red-900:#9e0018;--cds-color-red-800:#c4001d;--cds-color-red-700:#d30a28;--cds-color-red-600:#ed2644;--cds-color-red-500:#f0465f;--cds-color-red-400:#fc657d;--cds-color-red-300:#ff8f9f;--cds-color-red-200:#ffb0bc;--cds-color-red-100:#fad2d8;--cds-color-red-50:#fce5e8;--cds-color-red-25:#fdf5f5;--cds-color-green-975:#02150f;--cds-color-green-950:#062e21;--cds-color-green-900:#074735;--cds-color-green-800:#095941;--cds-color-green-700:#087051;--cds-color-green-600:#118f69;--cds-color-green-500:#22a880;--cds-color-green-400:#3bc29a;--cds-color-green-300:#66dab7;--cds-color-green-200:#94e5cd;--cds-color-green-100:#b8f2e1;--cds-color-green-50:#cffaed;--cds-color-green-25:#ebfdf8;--cds-color-yellow-975:#200900;--cds-color-yellow-950:#471400;--cds-color-yellow-900:#6b1e00;--cds-color-yellow-800:#852600;--cds-color-yellow-700:#a32e00;--cds-color-yellow-600:#c74504;--cds-color-yellow-500:#de6000;--cds-color-yellow-400:#f28100;--cds-color-yellow-300:#faaf00;--cds-color-yellow-200:#ffc936;--cds-color-yellow-100:#ffdc96;--cds-color-yellow-50:#ffeac9;--cds-color-yellow-25:#fff4e8;--cds-color-purple-975:#150333;--cds-color-purple-950:#340385;--cds-color-purple-900:#4a0fab;--cds-color-purple-800:#5b15cf;--cds-color-purple-700:#6923de;--cds-color-purple-600:#8040ed;--cds-color-purple-500:#9258f5;--cds-color-purple-400:#a678f5;--cds-color-purple-300:#c29ffc;--cds-color-purple-200:#d3bbfa;--cds-color-purple-100:#e7d9ff;--cds-color-purple-50:#f1e8ff;--cds-color-purple-25:#f9f5ff;--cds-color-blue-975:#00112a;--cds-color-blue-950:#002761;--cds-color-blue-900:#003b8f;--cds-color-blue-800:#0048b0;--cds-color-blue-700:#0056d2;--cds-color-blue-600:#1e72eb;--cds-color-blue-500:#3587fc;--cds-color-blue-400:#5b9dfc;--cds-color-blue-300:#87b8ff;--cds-color-blue-200:#adcfff;--cds-color-blue-100:#cfe2ff;--cds-color-blue-50:#e3eeff;--cds-color-blue-25:#f0f6ff;--cds-color-grey-975:#0f1114;--cds-color-grey-950:#1e2229;--cds-color-grey-900:#2d3440;--cds-color-grey-800:#363f52;--cds-color-grey-700:#404b61;--cds-color-grey-600:#5b6780;--cds-color-grey-500:#6d7c99;--cds-color-grey-400:#8495b0;--cds-color-grey-300:#a7b4c9;--cds-color-grey-200:#c1cad9;--cds-color-grey-100:#dae1ed;--cds-color-grey-50:#e8eef7;--cds-color-grey-25:#f2f5fa;--cds-color-white-0:#ffffff;--cds-color-callouts-tertiary-invert:#b0e5fb;--cds-text-decoration-link:underline;--cds-font-family-boutros-coursera:Boutros Coursera,Tahoma,sans-serif;--cds-font-family-source-sans-pro:Source Sans Pro,Arial,sans-serif;--cds-font-size-1100:5.5rem;--cds-font-size-1050:5.25rem;--cds-font-size-1000:5rem;--cds-font-size-950:4.75rem;--cds-font-size-900:4.5rem;--cds-font-size-850:4.25rem;--cds-font-size-800:4rem;--cds-font-size-750:3.75rem;--cds-font-size-700:3.5rem;--cds-font-size-650:3.25rem;--cds-font-size-600:3rem;--cds-font-size-550:2.75rem;--cds-font-size-500:2.5rem;--cds-font-size-450:2.25rem;--cds-font-size-400:2rem;--cds-font-size-375:1.875rem;--cds-font-size-350:1.75rem;--cds-font-size-300:1.5rem;--cds-font-size-250:1.25rem;--cds-font-size-200:1rem;--cds-font-size-175:0.875rem;--cds-font-size-150:0.75rem;--cds-font-size-125:0.625rem;--cds-font-size-100:0.5rem;--cds-letter-spacing-minus30:-0.003em;--cds-letter-spacing-minus50:-0.005em;--cds-letter-spacing-minus100:-0.01em;--cds-letter-spacing-100:0.01em;--cds-letter-spacing-0:0em;--cds-line-height-1200:6rem;--cds-line-height-1150:5.75rem;--cds-line-height-1100:5.5rem;--cds-line-height-1050:5.25rem;--cds-line-height-1000:5rem;--cds-line-height-900:4.5rem;--cds-line-height-850:4.25rem;--cds-line-height-800:4rem;--cds-line-height-700:3.5rem;--cds-line-height-650:3.25rem;--cds-line-height-600:3rem;--cds-line-height-550:2.75rem;--cds-line-height-525:2.625rem;--cds-line-height-500:2.5rem;--cds-line-height-450:2.25rem;--cds-line-height-400:2rem;--cds-line-height-375:1.875rem;--cds-line-height-350:1.75rem;--cds-line-height-300:1.5rem;--cds-line-height-250:1.25rem;--cds-line-height-200:1rem;--cds-line-height-175:0.875rem;--cds-line-height-150:0.75rem;--cds-base:8;--cds-font-weight-700:700;--cds-font-weight-600:600;--cds-font-weight-400:400;--cds-border-radius-max:50px;--cds-border-radius-400:32px;--cds-border-radius-200:16px;--cds-border-radius-100:8px;--cds-border-radius-50:4px;--cds-border-radius-25:2px;--cds-spacing-1400:112px;--cds-spacing-1000:80px;--cds-spacing-800:64px;--cds-spacing-600:48px;--cds-spacing-400:32px;--cds-spacing-300:24px;--cds-spacing-200:16px;--cds-spacing-150:12px;--cds-spacing-100:8px;--cds-spacing-50:4px;--cds-color-emphasis-quaternary-content-default:var(--cds-color-purple-950);--cds-color-emphasis-quaternary-stroke-default:var(--cds-color-purple-700);--cds-color-emphasis-quaternary-background-xweak:var(--cds-color-purple-25);--cds-color-emphasis-quaternary-background-weak:var(--cds-color-purple-50);--cds-color-emphasis-quaternary-background-default:var(--cds-color-purple-600);--cds-color-emphasis-quaternary-background-strong:var(--cds-color-purple-700);--cds-color-emphasis-quaternary-background-xstrong:var(--cds-color-purple-900);--cds-color-emphasis-tertiary-content-default:var(--cds-color-yellow-800);--cds-color-emphasis-tertiary-stroke-default:var(--cds-color-yellow-300);--cds-color-emphasis-tertiary-background-xweak:var(--cds-color-yellow-25);--cds-color-emphasis-tertiary-background-weak:var(--cds-color-yellow-50);--cds-color-emphasis-tertiary-background-default:var(--cds-color-yellow-300);--cds-color-emphasis-tertiary-background-strong:var(--cds-color-yellow-500);--cds-color-emphasis-tertiary-background-xstrong:var(--cds-color-yellow-600);--cds-color-emphasis-secondary-stroke-default:var(--cds-color-pink-500);--cds-color-emphasis-secondary-content-default:var(--cds-color-pink-800);--cds-color-emphasis-secondary-background-xweak:var(--cds-color-pink-25);--cds-color-emphasis-secondary-background-weak:var(--cds-color-pink-50);--cds-color-emphasis-secondary-background-xstrong:var(--cds-color-pink-700);--cds-color-emphasis-secondary-background-strong:var(--cds-color-pink-600);--cds-color-emphasis-secondary-background-default:var(--cds-color-pink-500);--cds-color-emphasis-neutral-stroke-default:var(--cds-color-grey-600);--cds-color-emphasis-neutral-content-default:var(--cds-color-grey-600);--cds-color-emphasis-neutral-background-xweak:var(--cds-color-grey-25);--cds-color-emphasis-neutral-background-weak:var(--cds-color-grey-50);--cds-color-emphasis-neutral-background-default:var(--cds-color-grey-500);--cds-color-emphasis-neutral-background-xstrong:var(--cds-color-grey-900);--cds-color-emphasis-neutral-background-xxstrong:var(--cds-color-grey-975);--cds-color-emphasis-primary-background-xweak:var(--cds-color-blue-25);--cds-color-emphasis-primary-background-strong:var(--cds-color-blue-700);--cds-color-emphasis-primary-background-default:var(--cds-color-blue-500);--cds-color-emphasis-primary-background-xstrong:var(--cds-color-blue-800);--cds-color-emphasis-primary-background-weak:var(--cds-color-blue-50);--cds-color-emphasis-primary-background-xxstrong:var(--cds-color-blue-950);--cds-color-emphasis-primary-stroke-default:var(--cds-color-blue-500);--cds-color-emphasis-primary-content-default:var(--cds-color-blue-800);--cds-color-utility-warning:var(--cds-color-yellow-200);--cds-color-utility-overlay:var(--cds-color-darken-500);--cds-color-callouts-background-primary-strong:var(--cds-color-blue-950);--cds-color-callouts-background-primary:var(--cds-color-blue-700);--cds-color-callouts-background-tertiary-weak:var(--cds-color-yellow-25);--cds-color-callouts-background-secondary-weak:var(--cds-color-purple-25);--cds-color-callouts-background-primary-weak:var(--cds-color-blue-50);--cds-color-callouts-secondary-invert:var(--cds-color-yellow-200);--cds-color-callouts-tertiary:var(--cds-color-blue-900);--cds-color-callouts-secondary:var(--cds-color-purple-950);--cds-color-feedback-background-warning-weak:var(--cds-color-yellow-25);--cds-color-feedback-background-informative-weak:var(--cds-color-blue-25);--cds-color-feedback-background-success-weak:var(--cds-color-green-25);--cds-color-feedback-background-error-weak:var(--cds-color-red-25);--cds-color-feedback-warning:var(--cds-color-yellow-700);--cds-color-feedback-informative:var(--cds-color-blue-700);--cds-color-feedback-success-invert-weak:var(--cds-color-green-50);--cds-color-feedback-success-hover:var(--cds-color-green-800);--cds-color-feedback-success:var(--cds-color-green-700);--cds-color-feedback-error-invert-weak:var(--cds-color-red-50);--cds-color-feedback-error-hover:var(--cds-color-red-900);--cds-color-feedback-error:var(--cds-color-red-700);--cds-color-neutral-background-primary:var(--cds-color-white-0);--cds-color-neutral-background-primary-weak:var(--cds-color-grey-25);--cds-color-neutral-stroke-primary-invert:var(--cds-color-white-0);--cds-color-neutral-stroke-primary-weak:var(--cds-color-grey-50);--cds-color-neutral-stroke-primary:var(--cds-color-grey-400);--cds-color-neutral-disabled-weak:var(--cds-color-grey-25);--cds-color-neutral-disabled-strong:var(--cds-color-grey-200);--cds-color-neutral-disabled:var(--cds-color-grey-50);--cds-color-neutral-primary-invert:var(--cds-color-white-0);--cds-color-neutral-primary-weak:var(--cds-color-grey-600);--cds-color-neutral-primary:var(--cds-color-grey-975);--cds-color-interactive-background-primary-selected-weak:var(--cds-color-purple-25);--cds-color-interactive-background-primary-pressed-weak:var(--cds-color-purple-25);--cds-color-interactive-background-primary-hover-weak:var(--cds-color-blue-25);--cds-color-interactive-stroke-primary-focus-invert:var(--cds-color-blue-25);--cds-color-interactive-stroke-primary-focus:var(--cds-color-purple-700);--cds-color-interactive-primary-selected:var(--cds-color-purple-950);--cds-color-interactive-primary-pressed:var(--cds-color-purple-950);--cds-color-interactive-primary-hover:var(--cds-color-blue-800);--cds-color-interactive-primary:var(--cds-color-blue-700);--cds-typography-action-secondary:var(--cds-font-weight-600) var(--cds-font-size-175)/var(--cds-line-height-250) var(--cds-font-family-source-sans-pro);--cds-typography-action-primary:var(--cds-font-weight-600) var(--cds-font-size-200)/var(--cds-line-height-300) var(--cds-font-family-source-sans-pro);--cds-typography-body-secondary:var(--cds-font-weight-400) var(--cds-font-size-175)/var(--cds-line-height-250) var(--cds-font-family-source-sans-pro);--cds-typography-body-primary:var(--cds-font-weight-400) var(--cds-font-size-200)/var(--cds-line-height-300) var(--cds-font-family-source-sans-pro);--cds-typography-subtitle-medium:var(--cds-font-weight-600) var(--cds-font-size-200)/var(--cds-line-height-250) var(--cds-font-family-source-sans-pro);--cds-typography-subtitle-large:var(--cds-font-weight-600) var(--cds-font-size-250)/var(--cds-line-height-300) var(--cds-font-family-source-sans-pro);--cds-typography-title-small-sm:var(--cds-font-weight-600) var(--cds-font-size-300)/var(--cds-line-height-375) var(--cds-font-family-source-sans-pro);--cds-typography-title-small:var(--cds-font-weight-600) var(--cds-font-size-375)/var(--cds-line-height-450) var(--cds-font-family-source-sans-pro);--cds-typography-title-medium-sm:var(--cds-font-weight-600) var(--cds-font-size-350)/var(--cds-line-height-450) var(--cds-font-family-source-sans-pro);--cds-typography-title-medium:var(--cds-font-weight-600) var(--cds-font-size-450)/var(--cds-line-height-525) var(--cds-font-family-source-sans-pro);--cds-typography-title-large-sm:var(--cds-font-weight-600) var(--cds-font-size-400)/var(--cds-line-height-500) var(--cds-font-family-source-sans-pro);--cds-typography-title-large:var(--cds-font-weight-600) var(--cds-font-size-600)/var(--cds-line-height-700) var(--cds-font-family-source-sans-pro);--cds-typography-display-sm:var(--cds-font-weight-600) var(--cds-font-size-500)/var(--cds-line-height-550) var(--cds-font-family-source-sans-pro);--cds-typography-display:var(--cds-font-weight-600) var(--cds-font-size-800)/var(--cds-line-height-900) var(--cds-font-family-source-sans-pro);}@media (max-width: 1023.95px){:root{--cds-typography-display:var(--cds-typography-display-sm);--cds-typography-title-large:var(--cds-typography-title-large-sm);--cds-typography-title-medium:var(--cds-typography-title-medium-sm);--cds-typography-title-small:var(--cds-typography-title-small-sm);}}:root[dir='rtl']{--cds-text-decoration-link:underline;--cds-typography-action-secondary:var(--cds-font-weight-700) var(--cds-font-size-175)/var(--cds-line-height-250) var(--cds-font-family-boutros-coursera);--cds-typography-action-primary:var(--cds-font-weight-700) var(--cds-font-size-200)/var(--cds-line-height-300) var(--cds-font-family-boutros-coursera);--cds-typography-body-secondary:var(--cds-font-weight-400) var(--cds-font-size-175)/var(--cds-line-height-250) var(--cds-font-family-boutros-coursera);--cds-typography-body-primary:var(--cds-font-weight-400) var(--cds-font-size-200)/var(--cds-line-height-300) var(--cds-font-family-boutros-coursera);--cds-typography-subtitle-medium:var(--cds-font-weight-700) var(--cds-font-size-200)/var(--cds-line-height-250) var(--cds-font-family-boutros-coursera);--cds-typography-subtitle-large:var(--cds-font-weight-700) var(--cds-font-size-250)/var(--cds-line-height-300) var(--cds-font-family-boutros-coursera);--cds-typography-title-small-sm:var(--cds-font-weight-700) var(--cds-font-size-375)/var(--cds-line-height-450) var(--cds-font-family-boutros-coursera);--cds-typography-title-small:var(--cds-font-weight-700) var(--cds-font-size-375)/var(--cds-line-height-450) var(--cds-font-family-boutros-coursera);--cds-typography-title-medium-sm:var(--cds-font-weight-700) var(--cds-font-size-350)/var(--cds-line-height-450) var(--cds-font-family-boutros-coursera);--cds-typography-title-medium:var(--cds-font-weight-700) var(--cds-font-size-450)/var(--cds-line-height-525) var(--cds-font-family-boutros-coursera);--cds-typography-title-large-sm:var(--cds-font-weight-700) var(--cds-font-size-400)/var(--cds-line-height-500) var(--cds-font-family-boutros-coursera);--cds-typography-title-large:var(--cds-font-weight-700) var(--cds-font-size-600)/var(--cds-line-height-700) var(--cds-font-family-boutros-coursera);--cds-typography-display-sm:var(--cds-font-weight-700) var(--cds-font-size-500)/var(--cds-line-height-550) var(--cds-font-family-boutros-coursera);--cds-typography-display:var(--cds-font-weight-700) var(--cds-font-size-800)/var(--cds-line-height-900) var(--cds-font-family-boutros-coursera);}@media (max-width: 1023.95px){:root[dir='rtl']{--cds-typography-display:var(--cds-typography-display-sm);--cds-typography-title-large:var(--cds-typography-title-large-sm);--cds-typography-title-medium:var(--cds-typography-title-medium-sm);--cds-typography-title-small:var(--cds-typography-title-small-sm);--cds-typography-display:var(--cds-typography-display-sm);--cds-typography-title-large:var(--cds-typography-title-large-sm);--cds-typography-title-medium:var(--cds-typography-title-medium-sm);--cds-typography-title-small:var(--cds-typography-title-small-sm);}}:root{--cds-font-size-body2:0.875rem;--cds-font-size-title4:0.875rem;--cds-letter-spacing-250:-0.2px;--cds-letter-spacing-125:-0.1px;--cds-font-family-body:var(--cds-font-family-source-sans-pro);--cds-font-family-title:var(--cds-font-family-source-sans-pro);--cds-font-family-display:var(--cds-font-family-source-sans-pro);--cds-font-size-body1:var(--cds-font-size-200);--cds-font-size-title3:var(--cds-font-size-200);--cds-font-size-title2:var(--cds-font-size-250);--cds-font-size-title1-xs:var(--cds-font-size-300);--cds-font-size-title1-lg:var(--cds-font-size-350);--cds-font-size-display2-xs:var(--cds-font-size-400);--cds-font-size-display2-sm:var(--cds-font-size-450);--cds-font-size-display2-lg:var(--cds-font-size-550);--cds-font-size-display1-xs:var(--cds-font-size-600);--cds-font-size-display1-sm:var(--cds-font-size-800);--cds-font-size-display1-lg:var(--cds-font-size-1050);--cds-letter-spacing-body2:var(--cds-letter-spacing-0);--cds-letter-spacing-body1:var(--cds-letter-spacing-0);--cds-letter-spacing-title4:var(--cds-letter-spacing-125);--cds-letter-spacing-title3:var(--cds-letter-spacing-125);--cds-letter-spacing-title2:var(--cds-letter-spacing-125);--cds-letter-spacing-title1:var(--cds-letter-spacing-125);--cds-letter-spacing-display2:var(--cds-letter-spacing-125);--cds-letter-spacing-display1:var(--cds-letter-spacing-250);--cds-line-height-body2:var(--cds-line-height-250);--cds-line-height-body1:var(--cds-line-height-300);--cds-line-height-title4:var(--cds-line-height-250);--cds-line-height-title3:var(--cds-line-height-300);--cds-line-height-title2:var(--cds-line-height-350);--cds-line-height-title1-xs:var(--cds-line-height-400);--cds-line-height-title1-lg:var(--cds-line-height-450);--cds-line-height-display2-xs:var(--cds-line-height-500);--cds-line-height-display2-sm:var(--cds-line-height-600);--cds-line-height-display2-lg:var(--cds-line-height-650);--cds-line-height-display1-xs:var(--cds-line-height-700);--cds-line-height-display1-sm:var(--cds-line-height-900);--cds-line-height-display1-lg:var(--cds-line-height-1150);--cds-typography-body2:var(--cds-font-weight-400) var(--cds-font-size-body2)/var(--cds-line-height-body2) var(--cds-font-family-body);--cds-typography-body1:var(--cds-font-weight-400) var(--cds-font-size-body1)/var(--cds-line-height-body1) var(--cds-font-family-body);--cds-typography-title4:var(--cds-font-weight-700) var(--cds-font-size-title4)/var(--cds-line-height-title4) var(--cds-font-family-title);--cds-typography-title3-strong:var(--cds-font-weight-700) var(--cds-font-size-title3)/var(--cds-line-height-title3) var(--cds-font-family-title);--cds-typography-title3:var(--cds-font-weight-600) var(--cds-font-size-title3)/var(--cds-line-height-title3) var(--cds-font-family-title);--cds-typography-title2-weak:var(--cds-font-weight-400) var(--cds-font-size-title2)/var(--cds-line-height-title2) var(--cds-font-family-title);--cds-typography-title2:var(--cds-font-weight-600) var(--cds-font-size-title2)/var(--cds-line-height-title2) var(--cds-font-family-title);--cds-typography-title1-xs-weak:var(--cds-font-weight-400) 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599.95px){:root{--cds-typography-display1:var(--cds-typography-display1-xs);--cds-typography-display1-weak:var(--cds-typography-display1-xs-weak);--cds-typography-display2:var(--cds-typography-display2-xs);--cds-typography-display2-weak:var(--cds-typography-display2-xs-weak);--cds-typography-title1:var(--cds-typography-title1-xs);--cds-typography-title1-weak:var(--cds-typography-title1-xs-weak);}}:root[dir='rtl']{--cds-font-family-body:var(--cds-font-family-boutros-coursera);--cds-font-family-title:var(--cds-font-family-boutros-coursera);--cds-font-family-display:var(--cds-font-family-boutros-coursera);--cds-letter-spacing-body2:var(--cds-letter-spacing-0);--cds-letter-spacing-body1:var(--cds-letter-spacing-0);--cds-letter-spacing-title4:var(--cds-letter-spacing-0);--cds-letter-spacing-title3:var(--cds-letter-spacing-0);--cds-letter-spacing-title2:var(--cds-letter-spacing-0);--cds-letter-spacing-title1:var(--cds-letter-spacing-0);--cds-letter-spacing-display2:var(--cds-letter-spacing-0);--cds-letter-spacing-display1:var(--cds-letter-spacing-0);}@media 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https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/images/48a7c37e24e85b78e497c5667b2d7b56.png?auto=format%2Ccompress&dpr=3&q=80 3x" class="css-p9vind" width="566" alt=""/><div class="cds-45 css-1gouapd cds-46" data-e2e="hero-module"><div class="cds-45 css-0 cds-47 cds-grid-item cds-92"><div class="css-1ujzbfc"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/http://coursera-university-assets.s3.amazonaws.com/fa/79e521abf14610b4fec9d677901916/0.png?auto=format%2Ccompress&dpr=1&h=45" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/http://coursera-university-assets.s3.amazonaws.com/fa/79e521abf14610b4fec9d677901916/0.png?auto=format%2Ccompress&dpr=2&h=45 2x, https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/http://coursera-university-assets.s3.amazonaws.com/fa/79e521abf14610b4fec9d677901916/0.png?auto=format%2Ccompress&dpr=3&h=45 3x" class="css-1f9gt0j" style="max-height:45px" alt="Google"/></div></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-115"><h1 class="cds-7 cds-Typography-base css-1xy8ceb cds-9" data-e2e="hero-title">Google Data Analytics Professional Certificate</h1><div class="css-12wvpfc"><p class=" css-4s48ix">Get on the fast track to a career in Data Analytics. In this certificate program, you’ll learn in-demand skills, and get AI training from Google experts. Learn at your own pace, no degree or experience required. Additionally, when you enroll today, you’ll get access to Google AI Essentials at no cost. Offer ends 12/5*</p></div><div class="css-12wvpfc"><div class="css-guxf6x"><div class="css-guxf6x"><div class="css-1tv877x"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera-instructor-photos.s3.amazonaws.com/61/36584e2633455296817e987d653e8d/500x500_Google.jpg?auto=format%2Ccompress&dpr=1&w=75&h=75&fit=crop" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera-instructor-photos.s3.amazonaws.com/61/36584e2633455296817e987d653e8d/500x500_Google.jpg?auto=format%2Ccompress&dpr=2&w=75&h=75&fit=crop 2x, https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera-instructor-photos.s3.amazonaws.com/61/36584e2633455296817e987d653e8d/500x500_Google.jpg?auto=format%2Ccompress&dpr=3&w=75&h=75&fit=crop 3x" class="css-1hhx4js" style="max-width:75px;max-height:75px" alt="Google Career Certificates"/></div></div><div class="css-wdxrh4"><div class="css-guxf6x"><p class=" css-4s48ix"><span>Instructor: <a data-click-key="unified_description_page.consumer_professional_certificate_page.click.hero_instructor" data-click-value="{"href":"/instructor/google-career-certificates","namespace":{"action":"click","app":"unified_description_page","component":"hero_instructor","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="hero_instructor" data-track-href="/instructor/google-career-certificates" href="/instructor/google-career-certificates" to="/instructor/google-career-certificates" class="cds-7 cds-1 cds-3 css-9gmd4r cds-30"><span class=" css-4s48ix">Google Career Certificates</span></a> </span></p></div><div class="css-o97br"><div class="css-vg4xnv"><div class="css-m47fy3"><p class=" css-5fnvki">Top Instructor</p></div></div><button class="cds-149 cds-button-disableElevation cds-button-ghost css-8cesz8" tabindex="0" type="button"><span class="cds-button-label"><div class="css-vg4xnv"><div class="css-m47fy3"><p class=" css-5fnvki"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-da8k09" id="cds-react-aria-10"><path d="M7.66 3.717c.074 0 .11-.042.128-.108.188-1.003.176-1.027 1.229-1.225.073-.012.115-.054.115-.126 0-.072-.042-.114-.115-.126C7.97 1.922 8 1.898 7.788.908 7.77.842 7.734.8 7.661.8c-.073 0-.11.042-.127.108-.212.99-.176 1.014-1.23 1.224-.066.012-.114.054-.114.126 0 .072.048.114.115.126 1.053.21 1.041.222 1.229 1.225.018.066.054.108.127.108zM4.73 7.846c.116 0 .194-.073.207-.18.218-1.603.272-1.603 1.943-1.92.109-.019.188-.091.188-.205 0-.108-.08-.186-.188-.204-1.671-.228-1.732-.282-1.943-1.914a.2.2 0 00-.206-.186c-.11 0-.188.078-.2.192-.2 1.608-.285 1.602-1.943 1.908-.11.024-.188.096-.188.204 0 .12.079.186.212.204 1.646.264 1.72.306 1.919 1.908.012.12.09.193.2.193zm4.105 6.643c.158 0 .273-.114.303-.276.43-3.289.896-3.787 4.177-4.147.17-.018.285-.144.285-.3s-.115-.276-.285-.3c-3.28-.36-3.747-.858-4.177-4.147-.03-.162-.145-.27-.303-.27-.157 0-.272.108-.296.27-.43 3.289-.902 3.787-4.178 4.147-.175.024-.29.144-.29.3s.115.282.29.3c3.27.426 3.724.864 4.178 4.147.024.162.139.276.296.276z" fill="currentColor"></path></svg>New AI skills</p></div></div></span></button></div></div></div></div><div class="css-y6ppwi"><div class="css-uexgjw"><div class="with-enroll-modal"><div class="css-1etbrex"><form action="/professional-certificates/google-data-analytics" method="GET" class="css-1y2xaj9"><input type="hidden" name="action" value="enroll"/><button class="cds-149 cds-button-disableElevation cds-button-primary css-rovixp" tabindex="0" type="submit" data-e2e="enroll-button" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="enroll_button" aria-disabled="false"><span class="cds-button-label"><div><span data-test="enroll-button-label">Enroll for Free</span><div class="startdate rc-StartDateString font-xs" data-test="start-date-string"><span>Starts Nov 27</span></div></div></span></button></form><div class="css-1emtwm9"><div class="css-jqcnj3"><div class="subtitle-container" style="font-size:0.75rem;font-weight:bold;margin:4px 0;max-width:400px"><span><div class="rc-FinaidLink reset" data-e2e="finaid-link"><p class="caption-text"><button data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="finaid" data-testid="finaid-link" class="button-link finaid-link" type="button">Financial aid available</button></p></div></span></div></div></div></div></div></div></div><div class="css-1qi3xup"><p class=" css-4s48ix"><span><strong><span>2,452,550</span></strong> already enrolled</span></p></div><div class="css-i3hxxx"><div data-e2e="hero-coursera-plus-cta" class="css-guxf6x"><p class="cds-7 cds-Typography-base css-51cxur cds-9"><span>Included with <img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/coursera_plus/landing_page/coursera-plus-blue.png?auto=format%2Ccompress&dpr=1&h=10" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/coursera_plus/landing_page/coursera-plus-blue.png?auto=format%2Ccompress&dpr=2&h=10 2x, https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/coursera_plus/landing_page/coursera-plus-blue.png?auto=format%2Ccompress&dpr=3&h=10 3x" class="css-lu0pzj" style="max-height:10px" alt="Coursera Plus"/></span></p><div class="css-guxf6x"><span aria-hidden="true" class="css-1oocsie">•</span><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.coursera_plus_banner" data-click-value="{"href":"/courseraplus","namespace":{"action":"click","app":"unified_description_page","component":"coursera_plus_banner","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="coursera_plus_banner" data-track-href="/courseraplus" href="/courseraplus" to="/courseraplus" class="cds-7 cds-1 cds-3 css-1rzu94i cds-30" aria-label="Learn more about Coursera Plus"><span class="cds-7 cds-Typography-base css-51cxur cds-9" data-e2e="hero-coursera-plus-learn-more">Learn more</span></a></div></div></div></div></div></div></div><div class="css-bhg900"></div></div><div class="cds-45 css-xtzux6 cds-47 cds-grid-item" data-e2e="key-information"><div class="css-7bag3v"><div class="cds-170"><div class="css-dwgey1"><div><div class=" css-fk6qfz"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="kim_view_syllabus" class="css-0" role="presentation"><a class="cds-7 cds-1 cds-3 css-y0doir cds-30" href="#courses">8 course series</a></div></div><div class="css-fw9ih3">Earn a career credential that demonstrates your expertise</div></div></div><div class="css-dwgey1"><div class="css-139h6xi"><div class="cds-7 cds-Typography-base css-h1jogs cds-9">4.8</div><div class="css-in7c14"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" id="cds-react-aria-12" class="css-19e2cig"><path d="M14.35 6.17a.81.81 0 00-.75-.35H10L8.78 2.06a.88.88 0 00-.43-.48.84.84 0 00-.64 0 .85.85 0 00-.51.52L6 5.82H2.36a.89.89 0 00-.6.23.82.82 0 00.06 1.25l3.09 2.37-1.19 3.76a.83.83 0 00.57 1 .819.819 0 00.71-.11L8 12l3 2.29a.78.78 0 00.52.19h.09a.88.88 0 00.56-.31.85.85 0 00.14-.78l-1.2-3.74 3.08-2.36a.83.83 0 00.16-1.12z" fill="currentColor"></path></svg></div></div><p class=" css-vac8rf">(146,398 reviews)</p></div><div class="css-dwgey1"><div><div class=" css-fk6qfz">Beginner level</div><div class="css-75g58"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="recommended_experience_help" role="presentation"><div class="css-m7ki0s" id="cds-react-aria-13"><div class="cds-ContextualHelp-container"><div class="cds-ContextualHelp-label"><p class=" css-vac8rf">Recommended experience</p></div><button class="cds-149 cds-ContextualHelp-helpToggleButton css-1wk81cj" tabindex="0" type="button" aria-controls="cds-react-aria-13-helpContent" aria-label="Information about difficulty level pre-requisites." id="cds-react-aria-13-helpToggleButton"><svg aria-hidden="true" class="cds-ContextualHelpIcon-customHelpIcon css-1wdokyz" id="cds-react-aria-13-contextual-help-icon" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><g class="info-icon"><path class="i-background" d="M18.78,3.23A11,11,0,1,0,23,11,11,11,0,0,0,18.78,3.23Z"></path><rect class="i-top-serif" height="1.99" width="3.62" x="9.38" y="8.71"></rect><rect class="i-bottom-serif" height="1.99" width="5.25" x="9.38" y="16.59"></rect><rect class="i-neck" height="9.8" width="1.99" x="11.2" y="8.8"></rect><circle class="i-dot" cx="12" cy="5.46" r="1.33"></circle><rect class="x-crosspath" height="1.99" width="1.43" x="11.29" y="10.99"></rect></g></svg></button></div><div class="cds-ContextualHelp-helpContent" id="cds-react-aria-13-helpContent"><div role="presentation" dir="ltr" id="cds-react-aria-14" class="css-1gq8bzo" style="position:fixed;z-index:10000;right:0;bottom:0;top:0;left:0;visibility:hidden"><div class="cds-178 cds-Modal-backdrop" aria-hidden="true" style="opacity:0;visibility:hidden"></div><div tabindex="0" data-test="sentinelStart"></div><div class="cds-Modal-container" style="opacity:0;visibility:hidden"><div data-focus-lock-disabled="disabled"><div aria-modal="true" aria-describedby="dialog-content-8554ae50-e436-40dd-95cd-20a4fba02a6d" aria-labelledby="cds-react-aria-14-headingGroup" class="cds-Dialog-dialog" role="dialog"><div class="css-1lqbpgq"><button class="cds-149 cds-button-disableElevation cds-button-ghost css-1s96oj" tabindex="0" type="button"><span class="cds-button-label">Close<span class="cds-button-endIcon"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" id="cds-react-aria-15" class="css-0"><path fill-rule="evenodd" clip-rule="evenodd" d="M13.585 14.353l-11.94-12 .71-.706 11.94 12-.71.706z" fill="currentColor"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M14.344 2.353l-11.99 12-.708-.706 11.99-12 .708.706z" fill="currentColor"></path></svg></span></span></button></div><div data-testid="scroll-container" class="css-k0ld8m"><div id="cds-react-aria-14-headingGroup" class="css-1xq57z9"><h2 class=" css-tlf8h5">Recommended experience</h2><p class=" css-4s48ix">Beginner level</p></div><div id="dialog-content-8554ae50-e436-40dd-95cd-20a4fba02a6d" class="css-11krhap"><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>No degree or prior experience required</span></span></p></div></div></div><div class="css-1hllf5q"><button class="cds-149 cds-button-disableElevation cds-button-primary css-1aoqo4t" tabindex="0" type="button"><span class="cds-button-label">OK</span></button></div></div></div></div></div><div tabindex="0" data-test="sentinelEnd"></div></div></div></div></div></div></div></div><div class="css-dwgey1"><div><div class=" css-fk6qfz">Flexible schedule</div><div class="css-fw9ih3"><div>6 months, 10 hours a week</div><div>Learn at your own pace</div></div></div></div><div class="css-dwgey1"><div><div class=" css-fk6qfz">Build toward a degree</div><div class="css-fw9ih3"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="kim_degree_details_link" class="css-b0z14z" role="presentation" aria-label="Learn more about degree credit"><a class="cds-7 cds-1 cds-3 css-13sipno cds-30" href="#credits">Learn more</a></div></div></div><hr class="cds-180 css-147p8xl" aria-hidden="true"/></div></div><div class="css-2qp4i2 cds-168"><div class="css-6mrk5o"><div class="css-86zyin"><div><div class=" css-fk6qfz"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="kim_view_syllabus" class="css-0" role="presentation"><a class="cds-7 cds-1 cds-3 css-y0doir cds-30" href="#courses">8 course series</a></div></div><div class="css-fw9ih3">Earn a career credential that demonstrates your expertise</div></div></div></div><div class="css-6mrk5o"><div class="css-86zyin"><div class="css-139h6xi"><div class="cds-7 cds-Typography-base css-h1jogs cds-9">4.8</div><div class="css-in7c14"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" id="cds-react-aria-16" class="css-19e2cig"><path d="M14.35 6.17a.81.81 0 00-.75-.35H10L8.78 2.06a.88.88 0 00-.43-.48.84.84 0 00-.64 0 .85.85 0 00-.51.52L6 5.82H2.36a.89.89 0 00-.6.23.82.82 0 00.06 1.25l3.09 2.37-1.19 3.76a.83.83 0 00.57 1 .819.819 0 00.71-.11L8 12l3 2.29a.78.78 0 00.52.19h.09a.88.88 0 00.56-.31.85.85 0 00.14-.78l-1.2-3.74 3.08-2.36a.83.83 0 00.16-1.12z" fill="currentColor"></path></svg></div></div><p class=" css-vac8rf">(146,398 reviews)</p></div></div><div class="css-6mrk5o"><div class="css-86zyin"><div><div class=" css-fk6qfz">Beginner level</div><div class="css-75g58"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="recommended_experience_help" role="presentation"><div class="css-m7ki0s" id="cds-react-aria-17"><div class="cds-ContextualHelp-container"><div class="cds-ContextualHelp-label"><p class=" css-vac8rf">Recommended experience</p></div><button class="cds-149 cds-ContextualHelp-helpToggleButton css-1wk81cj" tabindex="0" type="button" aria-controls="cds-react-aria-17-helpContent" aria-label="Information about difficulty level pre-requisites." id="cds-react-aria-17-helpToggleButton"><svg aria-hidden="true" class="cds-ContextualHelpIcon-customHelpIcon css-1wdokyz" id="cds-react-aria-17-contextual-help-icon" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><g class="info-icon"><path class="i-background" d="M18.78,3.23A11,11,0,1,0,23,11,11,11,0,0,0,18.78,3.23Z"></path><rect class="i-top-serif" height="1.99" width="3.62" x="9.38" y="8.71"></rect><rect class="i-bottom-serif" height="1.99" width="5.25" x="9.38" y="16.59"></rect><rect class="i-neck" height="9.8" width="1.99" x="11.2" y="8.8"></rect><circle class="i-dot" cx="12" cy="5.46" r="1.33"></circle><rect class="x-crosspath" height="1.99" width="1.43" x="11.29" y="10.99"></rect></g></svg></button></div><div class="cds-ContextualHelp-helpContent" id="cds-react-aria-17-helpContent"><div role="presentation" dir="ltr" id="cds-react-aria-18" class="css-1gq8bzo" style="position:fixed;z-index:10000;right:0;bottom:0;top:0;left:0;visibility:hidden"><div class="cds-178 cds-Modal-backdrop" aria-hidden="true" style="opacity:0;visibility:hidden"></div><div tabindex="0" data-test="sentinelStart"></div><div class="cds-Modal-container" style="opacity:0;visibility:hidden"><div data-focus-lock-disabled="disabled"><div aria-modal="true" aria-describedby="dialog-content-8b39cf5e-f2a2-40ca-9984-0a6af59bd0c8" aria-labelledby="cds-react-aria-18-headingGroup" class="cds-Dialog-dialog" role="dialog"><div class="css-1lqbpgq"><button class="cds-149 cds-button-disableElevation cds-button-ghost css-1s96oj" tabindex="0" type="button"><span class="cds-button-label">Close<span class="cds-button-endIcon"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" id="cds-react-aria-19" class="css-0"><path fill-rule="evenodd" clip-rule="evenodd" d="M13.585 14.353l-11.94-12 .71-.706 11.94 12-.71.706z" fill="currentColor"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M14.344 2.353l-11.99 12-.708-.706 11.99-12 .708.706z" fill="currentColor"></path></svg></span></span></button></div><div data-testid="scroll-container" class="css-k0ld8m"><div id="cds-react-aria-18-headingGroup" class="css-1xq57z9"><h2 class=" css-tlf8h5">Recommended experience</h2><p class=" css-4s48ix">Beginner level</p></div><div id="dialog-content-8b39cf5e-f2a2-40ca-9984-0a6af59bd0c8" class="css-11krhap"><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>No degree or prior experience required</span></span></p></div></div></div><div class="css-1hllf5q"><button class="cds-149 cds-button-disableElevation cds-button-primary css-1aoqo4t" tabindex="0" type="button"><span class="cds-button-label">OK</span></button></div></div></div></div></div><div tabindex="0" data-test="sentinelEnd"></div></div></div></div></div></div></div></div></div><div class="css-6mrk5o"><div class="css-86zyin"><div><div class=" css-fk6qfz">Flexible schedule</div><div class="css-fw9ih3"><div>6 months, 10 hours a week</div><div>Learn at your own pace</div></div></div></div></div><div class="css-6mrk5o"><div class="css-86zyin"><div><div class=" css-fk6qfz">Build toward a degree</div><div class="css-fw9ih3"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="kim_degree_details_link" class="css-b0z14z" role="presentation" aria-label="Learn more about degree credit"><a class="cds-7 cds-1 cds-3 css-13sipno cds-30" href="#credits">Learn more</a></div></div></div></div></div></div></div></div><div class="cds-45 css-1ochsbp cds-47 cds-grid-item cds-92 cds-116"><div class="css-1q7xc2j"><div class="cds-168"><nav><ul class="css-7anh48"><li><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.nav_item_about" data-click-value="{"href":"#about","namespace":{"action":"click","app":"unified_description_page","component":"nav_item_about","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="nav_item_about" data-track-href="#about" href="#about" to="#about" class="css-1gc9wyn" aria-current="true">About</a></li><li><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.nav_item_outcomes" data-click-value="{"href":"#outcomes","namespace":{"action":"click","app":"unified_description_page","component":"nav_item_outcomes","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="nav_item_outcomes" data-track-href="#outcomes" href="#outcomes" to="#outcomes" class="css-sitz2l">Outcomes</a></li><li><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.nav_item_courses" data-click-value="{"href":"#courses","namespace":{"action":"click","app":"unified_description_page","component":"nav_item_courses","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="nav_item_courses" data-track-href="#courses" href="#courses" to="#courses" class="css-sitz2l">Courses</a></li><li><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.nav_item_testimonials" data-click-value="{"href":"#testimonials","namespace":{"action":"click","app":"unified_description_page","component":"nav_item_testimonials","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="nav_item_testimonials" data-track-href="#testimonials" href="#testimonials" to="#testimonials" class="css-sitz2l">Testimonials</a></li></ul></nav></div></div></div><div class="cds-45 css-xalpg1 cds-47 cds-grid-item cds-92 cds-116"><div id="about" class="css-qpssb7"><div><div class="css-1m3kxpf"><div class="css-5a2hyw"><h2 class="cds-7 cds-Typography-base css-h1jogs cds-9">What you'll learn</h2></div><div><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="what_you_will_learn_section" role="presentation"><ul class="cds-45 css-7avemv cds-46"><li class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-100"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-20"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Gain an immersive understanding of the practices and processes used by a junior or associate data analyst in their day-to-day job</span></span></p></div></div></div></li><li class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-100"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-21"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Learn key analytical skills (data cleaning, analysis, & visualization) and tools (spreadsheets, SQL, R programming, Tableau) </span></span></p></div></div></div></li><li class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-100"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-22"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Understand how to clean and organize data for analysis, and complete analysis and calculations using spreadsheets, SQL and R programming</span></span></p></div></div></div></li><li class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-100"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-23"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Learn how to visualize and present data findings in dashboards, presentations and commonly used visualization platforms</span></span></p></div></div></div></li></ul></div></div></div><div class="css-1m3kxpf"><div class="css-5a2hyw"><h2 class=" css-fk6qfz">Skills you'll gain</h2></div><ul class="css-yk0mzy"><li class="css-0"><span class="css-1l1jvyr"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.seo_skills_link_tag" data-click-value="{"href":"https://www.coursera.org/courses?query=data%20analysis","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND","skill":"Data Analysis"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="seo_skills_link_tag" data-track-href="https://www.coursera.org/courses?query=data%20analysis" href="https://www.coursera.org/courses?query=data%20analysis" to="https://www.coursera.org/courses?query=data%20analysis" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">Data Analysis</a></span></li><li class="css-0"><span class="css-1l1jvyr"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.seo_skills_link_tag" data-click-value="{"href":"https://www.coursera.org/courses?query=creating%20case%20studies","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND","skill":"Creating case studies"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="seo_skills_link_tag" data-track-href="https://www.coursera.org/courses?query=creating%20case%20studies" href="https://www.coursera.org/courses?query=creating%20case%20studies" to="https://www.coursera.org/courses?query=creating%20case%20studies" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">Creating case studies</a></span></li><li class="css-0"><span class="css-1l1jvyr"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.seo_skills_link_tag" data-click-value="{"href":"https://www.coursera.org/courses?query=data%20visualization","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND","skill":"Data Visualization"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="seo_skills_link_tag" data-track-href="https://www.coursera.org/courses?query=data%20visualization" href="https://www.coursera.org/courses?query=data%20visualization" to="https://www.coursera.org/courses?query=data%20visualization" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">Data Visualization</a></span></li><li class="css-0"><span class="css-1l1jvyr"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.seo_skills_link_tag" data-click-value="{"href":"https://www.coursera.org/courses?query=data%20cleansing","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND","skill":"Data Cleansing"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="seo_skills_link_tag" data-track-href="https://www.coursera.org/courses?query=data%20cleansing" href="https://www.coursera.org/courses?query=data%20cleansing" to="https://www.coursera.org/courses?query=data%20cleansing" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">Data Cleansing</a></span></li><li class="css-0"><span class="css-1l1jvyr"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.seo_skills_link_tag" data-click-value="{"href":"https://www.coursera.org/courses?query=developing%20a%20portfolio","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND","skill":"Developing a portfolio"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="seo_skills_link_tag" data-track-href="https://www.coursera.org/courses?query=developing%20a%20portfolio" href="https://www.coursera.org/courses?query=developing%20a%20portfolio" to="https://www.coursera.org/courses?query=developing%20a%20portfolio" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">Developing a portfolio</a></span></li><li class="css-0"><span class="css-1l1jvyr"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.seo_skills_link_tag" data-click-value="{"href":"https://www.coursera.org/courses?query=data%20collection","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND","skill":"Data Collection"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="seo_skills_link_tag" data-track-href="https://www.coursera.org/courses?query=data%20collection" href="https://www.coursera.org/courses?query=data%20collection" to="https://www.coursera.org/courses?query=data%20collection" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">Data Collection</a></span></li><li class="css-0"><span class="css-1l1jvyr"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.seo_skills_link_tag" data-click-value="{"href":"https://www.coursera.org/courses?query=spreadsheet","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND","skill":"Spreadsheet"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="seo_skills_link_tag" data-track-href="https://www.coursera.org/courses?query=spreadsheet" href="https://www.coursera.org/courses?query=spreadsheet" to="https://www.coursera.org/courses?query=spreadsheet" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">Spreadsheet</a></span></li><li class="css-0"><span class="css-1l1jvyr"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.seo_skills_link_tag" data-click-value="{"href":"https://www.coursera.org/courses?query=metadata","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND","skill":"Metadata"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="seo_skills_link_tag" data-track-href="https://www.coursera.org/courses?query=metadata" href="https://www.coursera.org/courses?query=metadata" to="https://www.coursera.org/courses?query=metadata" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">Metadata</a></span></li><li class="css-0"><span class="css-1l1jvyr"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.seo_skills_link_tag" data-click-value="{"href":"https://www.coursera.org/courses?query=sql","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND","skill":"SQL"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="seo_skills_link_tag" data-track-href="https://www.coursera.org/courses?query=sql" href="https://www.coursera.org/courses?query=sql" to="https://www.coursera.org/courses?query=sql" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">SQL</a></span></li><li class="css-0"><span class="css-1l1jvyr"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.seo_skills_link_tag" data-click-value="{"href":"https://www.coursera.org/courses?query=data%20ethics","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND","skill":"Data Ethics"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="seo_skills_link_tag" data-track-href="https://www.coursera.org/courses?query=data%20ethics" href="https://www.coursera.org/courses?query=data%20ethics" to="https://www.coursera.org/courses?query=data%20ethics" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">Data Ethics</a></span></li><li class="css-0"><span class="css-1l1jvyr"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.seo_skills_link_tag" data-click-value="{"href":"https://www.coursera.org/courses?query=data%20aggregation","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND","skill":"Data Aggregation"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="seo_skills_link_tag" data-track-href="https://www.coursera.org/courses?query=data%20aggregation" href="https://www.coursera.org/courses?query=data%20aggregation" to="https://www.coursera.org/courses?query=data%20aggregation" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">Data Aggregation</a></span></li><li class="css-0"><span class="css-1l1jvyr"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.seo_skills_link_tag" data-click-value="{"href":"https://www.coursera.org/courses?query=data%20calculations","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND","skill":"Data Calculations"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="seo_skills_link_tag" data-track-href="https://www.coursera.org/courses?query=data%20calculations" href="https://www.coursera.org/courses?query=data%20calculations" to="https://www.coursera.org/courses?query=data%20calculations" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">Data Calculations</a></span></li><li class="css-0"><span class="css-1l1jvyr"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.seo_skills_link_tag" data-click-value="{"href":"https://www.coursera.org/courses?query=r%20markdown","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND","skill":"R Markdown"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="seo_skills_link_tag" data-track-href="https://www.coursera.org/courses?query=r%20markdown" href="https://www.coursera.org/courses?query=r%20markdown" to="https://www.coursera.org/courses?query=r%20markdown" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">R Markdown</a></span></li><li class="css-k26awr"><span class="css-1l1jvyr"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.seo_skills_link_tag" data-click-value="{"href":"https://www.coursera.org/courses?query=r%20programming","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND","skill":"R Programming"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="seo_skills_link_tag" data-track-href="https://www.coursera.org/courses?query=r%20programming" href="https://www.coursera.org/courses?query=r%20programming" to="https://www.coursera.org/courses?query=r%20programming" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">R Programming</a></span></li><li class="css-k26awr"><span class="css-1l1jvyr"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.seo_skills_link_tag" data-click-value="{"href":"https://www.coursera.org/courses?query=rstudio","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND","skill":"Rstudio"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="seo_skills_link_tag" data-track-href="https://www.coursera.org/courses?query=rstudio" href="https://www.coursera.org/courses?query=rstudio" to="https://www.coursera.org/courses?query=rstudio" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">Rstudio</a></span></li><li class="css-k26awr"><span class="css-1l1jvyr"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.seo_skills_link_tag" data-click-value="{"href":"https://www.coursera.org/courses?query=tableau%20software","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND","skill":"Tableau Software"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="seo_skills_link_tag" data-track-href="https://www.coursera.org/courses?query=tableau%20software" href="https://www.coursera.org/courses?query=tableau%20software" to="https://www.coursera.org/courses?query=tableau%20software" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">Tableau Software</a></span></li><li class="css-k26awr"><span class="css-1l1jvyr"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.seo_skills_link_tag" data-click-value="{"href":"https://www.coursera.org/courses?query=presentation","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND","skill":"Presentation"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="seo_skills_link_tag" data-track-href="https://www.coursera.org/courses?query=presentation" href="https://www.coursera.org/courses?query=presentation" to="https://www.coursera.org/courses?query=presentation" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">Presentation</a></span></li><li class="css-k26awr"><span class="css-1l1jvyr"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.seo_skills_link_tag" data-click-value="{"href":"https://www.coursera.org/courses?query=data%20integrity","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND","skill":"Data Integrity"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="seo_skills_link_tag" data-track-href="https://www.coursera.org/courses?query=data%20integrity" href="https://www.coursera.org/courses?query=data%20integrity" to="https://www.coursera.org/courses?query=data%20integrity" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">Data Integrity</a></span></li><li class="css-k26awr"><span class="css-1l1jvyr"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.seo_skills_link_tag" data-click-value="{"href":"https://www.coursera.org/courses?query=sample%20size%20determination","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND","skill":"Sample Size Determination"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="seo_skills_link_tag" data-track-href="https://www.coursera.org/courses?query=sample%20size%20determination" href="https://www.coursera.org/courses?query=sample%20size%20determination" to="https://www.coursera.org/courses?query=sample%20size%20determination" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">Sample Size Determination</a></span></li><li class="css-k26awr"><span class="css-1l1jvyr"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.seo_skills_link_tag" data-click-value="{"href":"https://www.coursera.org/courses?query=decision-making","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND","skill":"Decision-Making"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="seo_skills_link_tag" data-track-href="https://www.coursera.org/courses?query=decision-making" href="https://www.coursera.org/courses?query=decision-making" to="https://www.coursera.org/courses?query=decision-making" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">Decision-Making</a></span></li><li class="css-k26awr"><span class="css-1l1jvyr"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.seo_skills_link_tag" data-click-value="{"href":"https://www.coursera.org/courses?query=problem%20solving","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND","skill":"Problem Solving"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="seo_skills_link_tag" data-track-href="https://www.coursera.org/courses?query=problem%20solving" href="https://www.coursera.org/courses?query=problem%20solving" to="https://www.coursera.org/courses?query=problem%20solving" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">Problem Solving</a></span></li><li class="css-k26awr"><span class="css-1l1jvyr"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.seo_skills_link_tag" data-click-value="{"href":"https://www.coursera.org/courses?query=questioning","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND","skill":"Questioning"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="seo_skills_link_tag" data-track-href="https://www.coursera.org/courses?query=questioning" href="https://www.coursera.org/courses?query=questioning" to="https://www.coursera.org/courses?query=questioning" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">Questioning</a></span></li><li><button data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="overview_skills_toggle" class="cds-149 cds-button-disableElevation cds-button-ghost css-sjgfib" tabindex="0" role="button" type="button"><span class="cds-button-label">View all skills</span></button></li></ul></div><div class="css-1m3kxpf"><div class="css-5a2hyw"><h2 class=" css-fk6qfz">Details to know</h2></div><div class="cds-45 css-k4zccu cds-46"><div class="cds-45 css-9271ok cds-47 cds-grid-item cds-92 cds-100 cds-112"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/images/31ebcba3851b87d1d8609abf15d0ff7e.png?auto=format%2Ccompress&dpr=1&w=24&h=24" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/images/31ebcba3851b87d1d8609abf15d0ff7e.png?auto=format%2Ccompress&dpr=2&w=24&h=24 2x, https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/images/31ebcba3851b87d1d8609abf15d0ff7e.png?auto=format%2Ccompress&dpr=3&w=24&h=24 3x" class="css-y821ir" style="max-width:24px;max-height:24px" alt=""/><div class="css-1qfxccv">Shareable certificate</div><p class=" css-vac8rf">Add to your LinkedIn profile</p></div><div class="cds-45 css-9271ok cds-47 cds-grid-item cds-92 cds-100 cds-112"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" class="css-ggns0z" id="cds-react-aria-24"><path d="M16.5 11a1.5 1.5 0 100-3 1.5 1.5 0 000 3zM7.5 11a1.5 1.5 0 100-3 1.5 1.5 0 000 3zM12 11a1.5 1.5 0 100-3 1.5 1.5 0 000 3z" fill="currentColor"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M5.818 2.499a3.13 3.13 0 00-3.32 3.346l.002.017V20.53l-.003.029a.84.84 0 001.447.671l3.987-4.309H18.18a3.14 3.14 0 003.32-3.32V5.862l.001-.017a3.13 3.13 0 00-3.32-3.346l-.015.001H5.834l-.016-.001zm.047-.999A4.13 4.13 0 001.5 5.897v14.576a1.84 1.84 0 003.175 1.438l.002-.001 3.692-3.99h9.767a4.14 4.14 0 004.364-4.364V5.897A4.13 4.13 0 0018.135 1.5H5.865z" fill="currentColor"></path></svg><div class="css-drc7pp"><span>Taught in English</span></div><div class=" css-vac8rf"><button class="cds-149 cds-button-disableElevation cds-button-ghost css-amruj3" tabindex="0" type="button"><span class="cds-button-label"><span>11 languages available</span></span></button></div></div></div></div></div></div></div></div></div></section><div><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="thin_banner_module" role="presentation"><div class="css-1cps6el"><div><div class="cds-37 css-1cxrrkn cds-38 cds-43"><div class="cds-45 css-1kspkkz cds-46"><div class="cds-45 css-0 cds-47 cds-grid-item cds-92"><div class="css-1f3xod8"><div class="cds-45 css-0 cds-46"><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-116"><h1 class="cds-7 css-17b5z07 cds-9">See how employees at top companies are mastering in-demand skills</h1><div class="css-1yvlauk"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.upsell_coursera_business" data-click-value="{"href":"/business?utm_medium=coursera&utm_source=xdp&utm_campaign=website&utm_content=c4b-xdp-thin-card&utm_term=out","namespace":{"action":"click","app":"unified_description_page","component":"upsell_coursera_business","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="upsell_coursera_business" data-track-href="/business?utm_medium=coursera&utm_source=xdp&utm_campaign=website&utm_content=c4b-xdp-thin-card&utm_term=out" href="/business?utm_medium=coursera&utm_source=xdp&utm_campaign=website&utm_content=c4b-xdp-thin-card&utm_term=out" to="/business?utm_medium=coursera&utm_source=xdp&utm_campaign=website&utm_content=c4b-xdp-thin-card&utm_term=out" class="cds-7 cds-1 cds-3 css-1ibxsrf cds-30">Learn more about Coursera for Business</a></div></div><div class="cds-45 css-1majtw4 cds-47 cds-grid-item cds-92 cds-112"><div class="css-1aokm8x"><img alt="Placeholder" src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/images/74c8747e8210831049cf88dd4eefe26c.png?auto=format%2Ccompress&dpr=2&blur=200&px=8&max-w=320" class="css-3gbnhs"/><div class="lazyload-wrapper"><div class="lazyload-placeholder"></div></div></div></div></div></div></div></div></div></div></div></div></div><div><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="career_outcomes" role="presentation"><div id="outcomes" class="css-1cps6el"><div><div class="cds-37 css-1cxrrkn cds-38 cds-43"><div class="cds-45 css-1kspkkz cds-46"><div class="cds-45 css-0 cds-46 cds-47 cds-grid-item"><div class="cds-45 css-1uff99i cds-46 cds-47 cds-grid-item cds-65 cds-92"><div class="cds-45 css-2l7onx cds-47 cds-grid-item cds-92 cds-114"><h2 class="cds-7 cds-Typography-base css-bbd009 cds-9">Prepare for a career in Data Analytics</h2><ul class="css-q8or2b"><li>Receive professional-level training from Google</li><li>Demonstrate your proficiency in portfolio-ready projects</li><li>Earn an employer-recognized certificate from Google</li><li>Qualify for in-demand job titles: Data Analyst, Junior Data Analyst, Associate Data Analyst</li></ul></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-114 cds-127"><div><div class="css-1ef8muq"><div class="css-1fupugt"><img alt="Placeholder" src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/images/5f93bc943204e2f80f1ea440d26116b3.png?auto=format%2Ccompress&dpr=2&blur=200&px=8&max-w=562" class="css-3gbnhs"/><div class="lazyload-wrapper"><div class="lazyload-placeholder"></div></div></div></div><div class="cds-45 css-1qcpx4m cds-46"><div class="cds-45 css-al5833 cds-47 cds-grid-item cds-92 cds-98"><div class=" css-vac8rf"><span><div class="cds-7 cds-Typography-base css-bbd009 cds-9"><span>$92,000</span>+</div> <b>median U.S. salary</b> for Data Analytics</span>¹</div></div><div class="cds-45 css-al5833 cds-47 cds-grid-item cds-92 cds-98"><div class=" css-vac8rf"><span><div class="cds-7 cds-Typography-base css-bbd009 cds-9"><span>483,000</span>+</div> U.S. job openings in Data Analytics</span>¹</div></div><div class="cds-45 css-al5833 cds-47 cds-grid-item cds-92 cds-98"><div class=" css-vac8rf"><span><div class="cds-7 cds-Typography-base css-bbd009 cds-9"><span>75%</span></div> of certificate graduates report positive career outcome</span>²</div></div></div></div></div></div><div class="cds-45 css-1gjys39 cds-47 cds-grid-item cds-92"><div class="css-1q2evwe"><div class="css-7q71p9"><div class="cds-45 css-osw4ea cds-46"><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-112"><h3 class="cds-7 css-1gexh7h cds-9">Get exclusive access to career resources upon completion</h3></div><ul class="cds-45 css-osw4ea cds-46 cds-47 cds-grid-item cds-92 cds-116"><li class="cds-45 css-1xdhyk6 cds-47 cds-grid-item cds-92 cds-98"><div class="css-k5r76"><svg width="32" height="32" viewBox="0 0 32 32" fill="none" xmlns="http://www.w3.org/2000/svg"><g clip-path="url(#clip0_8884_38174)"><path d="M22.5 23.5H9.5V25.5H22.5V23.5Z" fill="black"></path><path d="M22.5002 19.5H9.49023V21.51H22.5002V19.5Z" fill="black"></path><path d="M22.5 15.5H9.5V17.5H22.5V15.5Z" fill="black"></path><path d="M19.3335 2H6.3335C5.7835 2 5.3335 2.45 5.3335 3V30H7.3335V4H18.3335V10C18.3335 10.55 18.7835 11 19.3335 11H25.3335V28H9.3335V30H26.3335C26.8835 30 27.3335 29.55 27.3335 29V10C27.3335 9.73 27.2235 9.48 27.0435 9.29L20.0435 2.29C19.8535 2.1 19.6035 2 19.3335 2ZM20.3335 9V5.41L23.9235 9H20.3335Z" fill="black"></path><path d="M12.75 8C13.71 8 14.5 8.79 14.5 9.75C14.5 10.71 13.71 11.5 12.75 11.5C11.79 11.5 11 10.71 11 9.75C11 8.79 11.79 8 12.75 8ZM12.75 6C10.68 6 9 7.68 9 9.75C9 11.82 10.68 13.5 12.75 13.5C14.82 13.5 16.5 11.82 16.5 9.75C16.5 7.68 14.82 6 12.75 6Z" fill="black"></path></g><defs><clipPath id="clip0_8884_38174"><rect width="32" height="32" fill="white"></rect></clipPath></defs></svg></div><div class="css-0"><div class=" css-6ecy9b">Resume review</div><div class="css-17fbvfy"><div class="rc-Markdown styled"><p>Improve your resume and LinkedIn with personalized feedback</p></div></div></div></li><li class="cds-45 css-1xdhyk6 cds-47 cds-grid-item cds-92 cds-98"><div class="css-k5r76"><svg width="31" height="31" viewBox="0 0 31 31" fill="none" xmlns="http://www.w3.org/2000/svg"><path d="M28.1562 4H2.96875C2.43594 4 2 4.43594 2 4.96875V23.375H3.9375V5.9375H21.375V21.4375H5.875V23.375H14.5938V25.3125H9.75V27.25H21.375V25.3125H16.5312V23.375H28.1562C28.6891 23.375 29.125 22.9391 29.125 22.4062V4.96875C29.125 4.43594 28.6891 4 28.1562 4ZM23.3125 5.9375H27.1875V9.8125H23.3125V5.9375ZM23.3125 11.75H27.1875V15.625H23.3125V11.75ZM23.3125 21.4375V17.5625H27.1875V21.4375H23.3125Z" fill="black"></path><path d="M15.5 10.6562C15.5 9.05781 14.1922 7.75 12.5938 7.75C10.9953 7.75 9.6875 9.05781 9.6875 10.6562C9.6875 12.2547 10.9953 13.5625 12.5938 13.5625C14.1922 13.5625 15.5 12.2547 15.5 10.6562ZM11.625 10.6562C11.625 10.1234 12.0609 9.6875 12.5938 9.6875C13.1266 9.6875 13.5625 10.1234 13.5625 10.6562C13.5625 11.1891 13.1266 11.625 12.5938 11.625C12.0609 11.625 11.625 11.1891 11.625 10.6562Z" fill="black"></path><path d="M7.75 19.375H9.6875C9.6875 17.7766 10.9953 16.4688 12.5938 16.4688C14.1922 16.4688 15.5 17.7766 15.5 19.375H17.4375C17.4375 16.7013 15.2675 14.5312 12.5938 14.5312C9.92 14.5312 7.75 16.7013 7.75 19.375Z" fill="black"></path></svg></div><div class="css-0"><div class=" css-6ecy9b">Interview prep</div><div class="css-17fbvfy"><div class="rc-Markdown styled"><p>Practice your skills with interactive tools and mock interviews</p></div></div></div></li><li class="cds-45 css-1xdhyk6 cds-47 cds-grid-item cds-92 cds-98"><div class="css-k5r76"><svg width="32" height="32" viewBox="0 0 32 32" fill="none" xmlns="http://www.w3.org/2000/svg"><g clip-path="url(#clip0_8884_38205)"><path d="M28.1202 9.90999C26.5702 7.90999 24.3402 6.74999 22.0102 6.48999V8.50999C23.7402 8.75999 25.3902 9.64999 26.5402 11.14C26.9902 11.72 27.3402 12.36 27.5802 13.01C28.3302 15.05 28.0802 17.33 26.9302 19.16C26.8202 19.34 26.7602 19.54 26.7702 19.75L26.9702 23.12L23.7602 22.09C23.5602 22.03 23.3502 22.03 23.1502 22.09C21.3102 22.68 19.2902 22.47 17.6102 21.53C18.2002 20.9 18.7102 20.16 19.1202 19.33C20.6402 16.24 20.2002 12.45 18.0302 9.77999C17.9002 9.61999 17.7502 9.46999 17.6102 9.31999C18.3702 8.89999 19.1802 8.61999 20.0102 8.49999V6.48999C18.6102 6.63999 17.2402 7.11999 16.0102 7.93999C14.7802 7.11999 13.4002 6.63999 12.0102 6.48999V8.49999C12.8402 8.61999 13.6502 8.89999 14.4102 9.31999C14.2702 9.46999 14.1302 9.61999 13.9902 9.77999C11.8202 12.45 11.3802 16.24 12.9002 19.33C13.3102 20.17 13.8302 20.9 14.4102 21.53C12.7202 22.47 10.7102 22.68 8.87023 22.09C8.67023 22.03 8.46023 22.02 8.26023 22.09L5.05023 23.12L5.25023 19.75C5.26023 19.54 5.20023 19.34 5.09023 19.16C3.94023 17.33 3.69023 15.05 4.44023 13.01C4.68023 12.35 5.02023 11.72 5.48023 11.14C6.63023 9.64999 8.28023 8.75999 10.0102 8.50999V6.48999C7.68023 6.74999 5.45023 7.90999 3.90023 9.90999C1.59023 12.89 1.45023 16.87 3.24023 19.95L2.97023 24.46C2.93023 25.16 3.61023 25.69 4.27023 25.47L8.57023 24.09C11.0902 24.8 13.8202 24.37 16.0102 22.91C18.2002 24.37 20.9302 24.8 23.4502 24.09L27.7502 25.47C28.4202 25.69 29.1002 25.16 29.0502 24.46L28.7802 19.95C30.5602 16.87 30.4302 12.89 28.1202 9.90999ZM15.8502 10.69C15.9002 10.64 15.9602 10.6 16.0102 10.55C16.0602 10.6 16.1202 10.64 16.1702 10.69C18.1102 12.79 18.5702 15.98 17.2802 18.54C16.9402 19.22 16.5002 19.8 16.0102 20.3C15.5202 19.8 15.0802 19.22 14.7402 18.54C13.4502 15.98 13.9002 12.79 15.8502 10.69Z" fill="black"></path></g><defs><clipPath id="clip0_8884_38205"><rect width="32" height="32" fill="white"></rect></clipPath></defs></svg></div><div class="css-0"><div class=" css-6ecy9b">Career support</div><div class="css-17fbvfy"><div class="rc-Markdown styled"><p>Plan your career move with Coursera’s job search guide</p></div></div></div></li></ul></div></div><div class="css-1gzaqjb"><div class="cds-45 css-0 cds-46"><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-112"><h4 class="css-84h9ql"><div class="rc-Markdown styled"><p>Connect with 150+ U.S. hiring organizations in Google’s Employer Consortium</p></div></h4></div><ul class="cds-45 css-egk3gn cds-47 cds-grid-item cds-92 cds-116"><li class="css-noppoc"><div class="css-1gw19pz"><img alt="Placeholder" 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16 16" width="16" class="css-da8k09" id="cds-react-aria-26"><path d="M7.66 3.717c.074 0 .11-.042.128-.108.188-1.003.176-1.027 1.229-1.225.073-.012.115-.054.115-.126 0-.072-.042-.114-.115-.126C7.97 1.922 8 1.898 7.788.908 7.77.842 7.734.8 7.661.8c-.073 0-.11.042-.127.108-.212.99-.176 1.014-1.23 1.224-.066.012-.114.054-.114.126 0 .072.048.114.115.126 1.053.21 1.041.222 1.229 1.225.018.066.054.108.127.108zM4.73 7.846c.116 0 .194-.073.207-.18.218-1.603.272-1.603 1.943-1.92.109-.019.188-.091.188-.205 0-.108-.08-.186-.188-.204-1.671-.228-1.732-.282-1.943-1.914a.2.2 0 00-.206-.186c-.11 0-.188.078-.2.192-.2 1.608-.285 1.602-1.943 1.908-.11.024-.188.096-.188.204 0 .12.079.186.212.204 1.646.264 1.72.306 1.919 1.908.012.12.09.193.2.193zm4.105 6.643c.158 0 .273-.114.303-.276.43-3.289.896-3.787 4.177-4.147.17-.018.285-.144.285-.3s-.115-.276-.285-.3c-3.28-.36-3.747-.858-4.177-4.147-.03-.162-.145-.27-.303-.27-.157 0-.272.108-.296.27-.43 3.289-.902 3.787-4.178 4.147-.175.024-.29.144-.29.3s.115.282.29.3c3.27.426 3.724.864 4.178 4.147.024.162.139.276.296.276z" fill="currentColor"></path></svg>New AI skills</p></div></div></span></button></div></h2><div class="css-68xxf3"><div class="css-10jtpc0"><div class="rc-TogglableContent about-section collapsed"><div class="content" style="height:65px" aria-hidden="true"><div class="content-inner"><div><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Prepare for a new career in the high-growth field of data analytics, no experience or degree required. Get professional training designed by Google and have the opportunity to connect with top employers. </span></span><span><strong><span>There are 483,000 open jobs in data analytics with a median entry-level salary of $92,000.¹</span></strong></span></p><p><span><strong><span>Data analytics</span></strong></span><span><span> is the collection, transformation, and organization of data in order to draw conclusions, make predictions, and drive informed decision making. </span></span></p><p><span><span>Over 8 courses, gain in-demand skills that prepare you for an entry-level job. You’ll learn from Google employees whose foundations in data analytics served as launchpads for their own careers. At under 10 hours per week, you can complete the certificate in less than 6 months. </span></span></p><p><span><span>Upon completion, you can directly apply for jobs with Google and over 150 U.S. employers, including Deloitte, Target, Verizon, and of course, Google. </span></span></p><p><span><strong><span>75% of certificate graduates report a positive career outcome (e.g., new job, promotion, or raise) within six months of completion²</span></strong></span></p><p><span><span>¹Lightcast™ US Job Postings (2022: Jan. 1, 2022 - Dec. 31, 2022)</span></span></p><p><span><span>²Based on program graduate survey, United States 2022</span></span></p><p><span><span>Applied Learning Project</span></span></p><p><span><span>This program includes over 180 hours of instruction and hundreds of practice-based assessments, which will help you simulate real-world data analytics scenarios that are critical for success in the workplace. The content is highly interactive and exclusively developed by Google employees with decades of experience in data analytics. Through a mix of videos, assessments, and hands-on labs, you’ll get introduced to analysis tools and platforms and key analytical skills required for an entry-level job.</span></span></p><p><span><strong><span>Skills you’ll gain will include: </span></strong></span><span><span>Data cleaning, problem solving, critical thinking, data ethics, and data visualization</span></span></p><p><span><strong><span>Platforms and tools you will learn include:</span></strong></span><span><span> Presentations, Spreadsheets, SQL, Tableau and R Programming</span></span></p><p><span><span>In addition to expert training and hands-on projects, you'll complete a case study that you can share with potential employers to showcase your new skill set. Learn concrete skills that top employers are hiring for right now.</span></span></p></div></div></div></div></div></div></div></div></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-115 cds-130"><div><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="syllabus" role="presentation"><div class="css-m9zcdt"><div class="css-fndret"><div class="" data-testid="accordion-item"><div class="css-1pi3g2x"><div class="cds-AccordionRoot-focusContainer"><div class="cds-AccordionRoot-container cds-AccordionRoot-silent" id="cds-react-aria-28"><div class="css-3glzp7"><div class="css-2ja1qv"><div class="css-yllq6p"><div class="css-zwlk01"><h3 class="cds-7 css-1pxm1ir cds-9"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.sdp_course_list_link" data-click-value="{"courseName":"Foundations: Data, Data, Everywhere","href":"/learn/foundations-data?specialization=google-data-analytics","namespace":{"action":"click","app":"unified_description_page","component":"sdp_course_list_link","page":"consumer_professional_certificate_page"},"s12nSlug":"google-data-analytics","schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="sdp_course_list_link" data-track-href="/learn/foundations-data?specialization=google-data-analytics" href="/learn/foundations-data?specialization=google-data-analytics" to="/learn/foundations-data?specialization=google-data-analytics" class="cds-7 cds-1 cds-3 css-1jglcdr cds-30" aria-label="Course 1: Foundations: Data, Data, Everywhere" data-e2e="sdp-course-list-link">Foundations: Data, Data, Everywhere</a></h3><div class="css-3odziz"><span>Course 1</span><span aria-hidden="true" class="css-1oocsie">•</span><span><span>17 hours</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span class="css-13ciukr"><span class="css-15ld0c5">4.8 <svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="css-1emwiuz" id="cds-react-aria-29"><path d="M18.33 7.65a1 1 0 00-.85-.39h-4.93l-1.67-5.12a1 1 0 00-.49-.55.94.94 0 00-.72 0 1 1 0 00-.58.59L7.4 7.26H2.47a1 1 0 00-1 .91 1 1 0 00.35.77l4.23 3.22-1.59 5.12a1 1 0 00.64 1.18 1 1 0 00.84-.16L10 15.16l4.06 3.13a.93.93 0 00.59.21h.1a.942.942 0 00.63-.35.91.91 0 00.16-.88l-1.63-5.11L18.11 9a.93.93 0 00.22-1.35z" fill="currentColor"></path></svg></span><span class="css-1f9ufav">(<span>107,796 ratings</span>)</span></span></div></div></div></div><button data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="syllabus_course_expand" class="cds-149 cds-button-disableElevation cds-button-ghost css-12xv2iu" tabindex="0" role="button" aria-expanded="false" aria-label="Course details for Foundations: Data, Data, Everywhere" type="button"><span class="cds-button-label"><span class="css-k26awr">Course details</span><span class="cds-button-endIcon"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" id="cds-react-aria-30" class="css-19e2cig"><path fill-rule="evenodd" clip-rule="evenodd" d="M10 14.293L1.354 5.646l-.708.708L10 15.707l9.354-9.353-.707-.708L10 14.293z" fill="currentColor"></path></svg></span></span></button></div><div class="cds-187 cds-189" style="min-height:0px"><div class="cds-190"><div class="cds-191"><div aria-labelledby="cds-react-aria-28-accordion-header" id="cds-react-aria-28-accordion-panel" role="region"><div class="css-yam6t"><div><div class="css-15ko5n9"><div class="css-5a2hyw"><h4 class=" css-6ecy9b">What you'll learn</h4></div><ul><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-31"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Define and explain key concepts involved in data analytics including data, data analysis, and data ecosystems.</span></span></p></div></div></div></li><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-32"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Conduct an analytical thinking self assessment giving specific examples of the application of analytical thinking.</span></span></p></div></div></div></li><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-33"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Discuss the role of spreadsheets, query languages, and data visualization tools in data analytics.</span></span></p></div></div></div></li><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-34"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Describe the role of a data analyst with specific reference to jobs.</span></span></p></div></div></div></li></ul></div><div class="css-15ko5n9"><div class="css-5a2hyw"><h4 class=" css-6ecy9b">Skills you'll gain</h4></div><div class="css-135c2uu"><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Spreadsheet</div><span class=" css-o5tswl" aria-hidden="true">Spreadsheet</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Data Integrity</div><span class=" css-o5tswl" aria-hidden="true">Data Integrity</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Sample Size Determination</div><span class=" css-o5tswl" aria-hidden="true">Sample Size Determination</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: SQL</div><span class=" css-o5tswl" aria-hidden="true">SQL</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Data Cleansing</div><span class=" css-o5tswl" aria-hidden="true">Data Cleansing</span></span></div></div></div></div></div></div></div></div></div></div></div></div><div class="cds-AccordionGroup-itemSpacing" data-testid="accordion-item"><div class="css-1pe5kh6"><div class="cds-AccordionRoot-focusContainer"><div class="cds-AccordionRoot-container cds-AccordionRoot-silent" id="cds-react-aria-35"><div class="css-3glzp7"><div class="css-2ja1qv"><div class="css-yllq6p"><div class="css-zwlk01"><h3 class="cds-7 css-1pxm1ir cds-9"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.sdp_course_list_link" data-click-value="{"courseName":"Ask Questions to Make Data-Driven Decisions","href":"/learn/ask-questions-make-decisions?specialization=google-data-analytics","namespace":{"action":"click","app":"unified_description_page","component":"sdp_course_list_link","page":"consumer_professional_certificate_page"},"s12nSlug":"google-data-analytics","schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="sdp_course_list_link" data-track-href="/learn/ask-questions-make-decisions?specialization=google-data-analytics" href="/learn/ask-questions-make-decisions?specialization=google-data-analytics" to="/learn/ask-questions-make-decisions?specialization=google-data-analytics" class="cds-7 cds-1 cds-3 css-1jglcdr cds-30" aria-label="Course 2: Ask Questions to Make Data-Driven Decisions" data-e2e="sdp-course-list-link">Ask Questions to Make Data-Driven Decisions</a></h3><div class="css-3odziz"><span>Course 2</span><span aria-hidden="true" class="css-1oocsie">•</span><span><span>20 hours</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span class="css-13ciukr"><span class="css-15ld0c5">4.7 <svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="css-1emwiuz" id="cds-react-aria-36"><path d="M18.33 7.65a1 1 0 00-.85-.39h-4.93l-1.67-5.12a1 1 0 00-.49-.55.94.94 0 00-.72 0 1 1 0 00-.58.59L7.4 7.26H2.47a1 1 0 00-1 .91 1 1 0 00.35.77l4.23 3.22-1.59 5.12a1 1 0 00.64 1.18 1 1 0 00.84-.16L10 15.16l4.06 3.13a.93.93 0 00.59.21h.1a.942.942 0 00.63-.35.91.91 0 00.16-.88l-1.63-5.11L18.11 9a.93.93 0 00.22-1.35z" fill="currentColor"></path></svg></span><span class="css-1f9ufav">(<span>32,522 ratings</span>)</span></span></div></div></div></div><button data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="syllabus_course_expand" class="cds-149 cds-button-disableElevation cds-button-ghost css-12xv2iu" tabindex="0" role="button" aria-expanded="false" aria-label="Course details for Ask Questions to Make Data-Driven Decisions" type="button"><span class="cds-button-label"><span class="css-k26awr">Course details</span><span class="cds-button-endIcon"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" id="cds-react-aria-37" class="css-19e2cig"><path fill-rule="evenodd" clip-rule="evenodd" d="M10 14.293L1.354 5.646l-.708.708L10 15.707l9.354-9.353-.707-.708L10 14.293z" fill="currentColor"></path></svg></span></span></button></div><div class="cds-187 cds-189" style="min-height:0px"><div class="cds-190"><div class="cds-191"><div aria-labelledby="cds-react-aria-35-accordion-header" id="cds-react-aria-35-accordion-panel" role="region"><div class="css-yam6t"><div><div class="css-15ko5n9"><div class="css-5a2hyw"><h4 class=" css-6ecy9b">What you'll learn</h4></div><ul><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-38"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Explain how the problem-solving road map applies to typical analysis scenarios. </span></span></p><p><span><span></span></span></p></div></div></div></li><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-39"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Discuss the use of data in the decision-making process.</span></span></p><p><span><span></span></span></p></div></div></div></li><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-40"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Demonstrate the use of spreadsheets to complete basic tasks of the data analyst including entering and organizing data.</span></span></p><p><span><span></span></span></p></div></div></div></li><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-41"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Describe the key ideas associated with structured thinking.</span></span></p><p><span><span></span></span></p></div></div></div></li></ul></div><div class="css-15ko5n9"><div class="css-5a2hyw"><h4 class=" css-6ecy9b">Skills you'll gain</h4></div><div class="css-135c2uu"><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Data Analysis</div><span class=" css-o5tswl" aria-hidden="true">Data Analysis</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Creating case studies</div><span class=" css-o5tswl" aria-hidden="true">Creating case studies</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Data Visualization</div><span class=" css-o5tswl" aria-hidden="true">Data Visualization</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Data Cleansing</div><span class=" css-o5tswl" aria-hidden="true">Data Cleansing</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Developing a portfolio</div><span class=" css-o5tswl" aria-hidden="true">Developing a portfolio</span></span></div></div></div></div></div></div></div></div></div></div></div></div><div class="cds-AccordionGroup-itemSpacing" data-testid="accordion-item"><div class="css-1pe5kh6"><div class="cds-AccordionRoot-focusContainer"><div class="cds-AccordionRoot-container cds-AccordionRoot-silent" id="cds-react-aria-42"><div class="css-3glzp7"><div class="css-2ja1qv"><div class="css-yllq6p"><div class="css-zwlk01"><h3 class="cds-7 css-1pxm1ir cds-9"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.sdp_course_list_link" data-click-value="{"courseName":"Prepare Data for Exploration","href":"/learn/data-preparation?specialization=google-data-analytics","namespace":{"action":"click","app":"unified_description_page","component":"sdp_course_list_link","page":"consumer_professional_certificate_page"},"s12nSlug":"google-data-analytics","schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="sdp_course_list_link" data-track-href="/learn/data-preparation?specialization=google-data-analytics" href="/learn/data-preparation?specialization=google-data-analytics" to="/learn/data-preparation?specialization=google-data-analytics" class="cds-7 cds-1 cds-3 css-1jglcdr cds-30" aria-label="Course 3: Prepare Data for Exploration" data-e2e="sdp-course-list-link">Prepare Data for Exploration</a></h3><div class="css-3odziz"><span>Course 3</span><span aria-hidden="true" class="css-1oocsie">•</span><span><span>24 hours</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span class="css-13ciukr"><span class="css-15ld0c5">4.8 <svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="css-1emwiuz" id="cds-react-aria-43"><path d="M18.33 7.65a1 1 0 00-.85-.39h-4.93l-1.67-5.12a1 1 0 00-.49-.55.94.94 0 00-.72 0 1 1 0 00-.58.59L7.4 7.26H2.47a1 1 0 00-1 .91 1 1 0 00.35.77l4.23 3.22-1.59 5.12a1 1 0 00.64 1.18 1 1 0 00.84-.16L10 15.16l4.06 3.13a.93.93 0 00.59.21h.1a.942.942 0 00.63-.35.91.91 0 00.16-.88l-1.63-5.11L18.11 9a.93.93 0 00.22-1.35z" fill="currentColor"></path></svg></span><span class="css-1f9ufav">(<span>20,939 ratings</span>)</span></span></div></div></div></div><button data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="syllabus_course_expand" class="cds-149 cds-button-disableElevation cds-button-ghost css-12xv2iu" tabindex="0" role="button" aria-expanded="false" aria-label="Course details for Prepare Data for Exploration" type="button"><span class="cds-button-label"><span class="css-k26awr">Course details</span><span class="cds-button-endIcon"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" id="cds-react-aria-44" class="css-19e2cig"><path fill-rule="evenodd" clip-rule="evenodd" d="M10 14.293L1.354 5.646l-.708.708L10 15.707l9.354-9.353-.707-.708L10 14.293z" fill="currentColor"></path></svg></span></span></button></div><div class="cds-187 cds-189" style="min-height:0px"><div class="cds-190"><div class="cds-191"><div aria-labelledby="cds-react-aria-42-accordion-header" id="cds-react-aria-42-accordion-panel" role="region"><div class="css-yam6t"><div><div class="css-15ko5n9"><div class="css-5a2hyw"><h4 class=" css-6ecy9b">What you'll learn</h4></div><ul><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-45"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Explain what factors to consider when making decisions about data collection.</span></span></p></div></div></div></li><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-46"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Discuss the difference between biased and unbiased data.</span></span></p></div></div></div></li><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-47"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Describe databases with references to their functions and components.</span></span></p></div></div></div></li><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-48"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Describe best practices for organizing data.</span></span></p></div></div></div></li></ul></div><div class="css-15ko5n9"><div class="css-5a2hyw"><h4 class=" css-6ecy9b">Skills you'll gain</h4></div><div class="css-135c2uu"><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Decision-Making</div><span class=" css-o5tswl" aria-hidden="true">Decision-Making</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Spreadsheet</div><span class=" css-o5tswl" aria-hidden="true">Spreadsheet</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Data Analysis</div><span class=" css-o5tswl" aria-hidden="true">Data Analysis</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Problem Solving</div><span class=" css-o5tswl" aria-hidden="true">Problem Solving</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Questioning</div><span class=" css-o5tswl" aria-hidden="true">Questioning</span></span></div></div></div></div></div></div></div></div></div></div></div></div><div class="cds-AccordionGroup-itemSpacing" data-testid="accordion-item"><div class="css-1pe5kh6"><div class="cds-AccordionRoot-focusContainer"><div class="cds-AccordionRoot-container cds-AccordionRoot-silent" id="cds-react-aria-49"><div class="css-3glzp7"><div class="css-2ja1qv"><div class="css-yllq6p"><div class="css-zwlk01"><h3 class="cds-7 css-1pxm1ir cds-9"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.sdp_course_list_link" data-click-value="{"courseName":"Process Data from Dirty to Clean","href":"/learn/process-data?specialization=google-data-analytics","namespace":{"action":"click","app":"unified_description_page","component":"sdp_course_list_link","page":"consumer_professional_certificate_page"},"s12nSlug":"google-data-analytics","schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="sdp_course_list_link" data-track-href="/learn/process-data?specialization=google-data-analytics" href="/learn/process-data?specialization=google-data-analytics" to="/learn/process-data?specialization=google-data-analytics" class="cds-7 cds-1 cds-3 css-1jglcdr cds-30" aria-label="Course 4: Process Data from Dirty to Clean" data-e2e="sdp-course-list-link">Process Data from Dirty to Clean</a></h3><div class="css-3odziz"><span>Course 4</span><span aria-hidden="true" class="css-1oocsie">•</span><span><span>26 hours</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span class="css-13ciukr"><span class="css-15ld0c5">4.8 <svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="css-1emwiuz" id="cds-react-aria-50"><path d="M18.33 7.65a1 1 0 00-.85-.39h-4.93l-1.67-5.12a1 1 0 00-.49-.55.94.94 0 00-.72 0 1 1 0 00-.58.59L7.4 7.26H2.47a1 1 0 00-1 .91 1 1 0 00.35.77l4.23 3.22-1.59 5.12a1 1 0 00.64 1.18 1 1 0 00.84-.16L10 15.16l4.06 3.13a.93.93 0 00.59.21h.1a.942.942 0 00.63-.35.91.91 0 00.16-.88l-1.63-5.11L18.11 9a.93.93 0 00.22-1.35z" fill="currentColor"></path></svg></span><span class="css-1f9ufav">(<span>17,050 ratings</span>)</span></span></div></div></div></div><button data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="syllabus_course_expand" class="cds-149 cds-button-disableElevation cds-button-ghost css-12xv2iu" tabindex="0" role="button" aria-expanded="false" aria-label="Course details for Process Data from Dirty to Clean" type="button"><span class="cds-button-label"><span class="css-k26awr">Course details</span><span class="cds-button-endIcon"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" id="cds-react-aria-51" class="css-19e2cig"><path fill-rule="evenodd" clip-rule="evenodd" d="M10 14.293L1.354 5.646l-.708.708L10 15.707l9.354-9.353-.707-.708L10 14.293z" fill="currentColor"></path></svg></span></span></button></div><div class="cds-187 cds-189" style="min-height:0px"><div class="cds-190"><div class="cds-191"><div aria-labelledby="cds-react-aria-49-accordion-header" id="cds-react-aria-49-accordion-panel" role="region"><div class="css-yam6t"><div><div class="css-15ko5n9"><div class="css-5a2hyw"><h4 class=" css-6ecy9b">What you'll learn</h4></div><ul><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-52"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Define different types of data integrity and identify risks to data integrity.</span></span></p></div></div></div></li><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-53"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p data-text-variant="body1"><span><span>Apply basic SQL functions to clean string variables in a database.</span></span></p></div></div></div></li><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-54"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Develop basic SQL queries for use on databases.</span></span></p></div></div></div></li><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-55"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Describe the process of verifying data cleaning results.</span></span></p></div></div></div></li></ul></div><div class="css-15ko5n9"><div class="css-5a2hyw"><h4 class=" css-6ecy9b">Skills you'll gain</h4></div><div class="css-135c2uu"><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Data Analysis</div><span class=" css-o5tswl" aria-hidden="true">Data Analysis</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: R Markdown</div><span class=" css-o5tswl" aria-hidden="true">R Markdown</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Data Visualization</div><span class=" css-o5tswl" aria-hidden="true">Data Visualization</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: R Programming</div><span class=" css-o5tswl" aria-hidden="true">R Programming</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Rstudio</div><span class=" css-o5tswl" aria-hidden="true">Rstudio</span></span></div></div></div></div></div></div></div></div></div></div></div></div><div class="cds-AccordionGroup-itemSpacing" data-testid="accordion-item"><div class="css-1pe5kh6"><div class="cds-AccordionRoot-focusContainer"><div class="cds-AccordionRoot-container cds-AccordionRoot-silent" id="cds-react-aria-56"><div class="css-3glzp7"><div class="css-2ja1qv"><div class="css-yllq6p"><div class="css-zwlk01"><h3 class="cds-7 css-1pxm1ir cds-9"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.sdp_course_list_link" data-click-value="{"courseName":"Analyze Data to Answer Questions","href":"/learn/analyze-data?specialization=google-data-analytics","namespace":{"action":"click","app":"unified_description_page","component":"sdp_course_list_link","page":"consumer_professional_certificate_page"},"s12nSlug":"google-data-analytics","schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="sdp_course_list_link" data-track-href="/learn/analyze-data?specialization=google-data-analytics" href="/learn/analyze-data?specialization=google-data-analytics" to="/learn/analyze-data?specialization=google-data-analytics" class="cds-7 cds-1 cds-3 css-1jglcdr cds-30" aria-label="Course 5: Analyze Data to Answer Questions" data-e2e="sdp-course-list-link">Analyze Data to Answer Questions</a></h3><div class="css-3odziz"><span>Course 5</span><span aria-hidden="true" class="css-1oocsie">•</span><span><span>33 hours</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span class="css-13ciukr"><span class="css-15ld0c5">4.6 <svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="css-1emwiuz" id="cds-react-aria-57"><path d="M18.33 7.65a1 1 0 00-.85-.39h-4.93l-1.67-5.12a1 1 0 00-.49-.55.94.94 0 00-.72 0 1 1 0 00-.58.59L7.4 7.26H2.47a1 1 0 00-1 .91 1 1 0 00.35.77l4.23 3.22-1.59 5.12a1 1 0 00.64 1.18 1 1 0 00.84-.16L10 15.16l4.06 3.13a.93.93 0 00.59.21h.1a.942.942 0 00.63-.35.91.91 0 00.16-.88l-1.63-5.11L18.11 9a.93.93 0 00.22-1.35z" fill="currentColor"></path></svg></span><span class="css-1f9ufav">(<span>11,242 ratings</span>)</span></span></div></div></div></div><button data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="syllabus_course_expand" class="cds-149 cds-button-disableElevation cds-button-ghost css-12xv2iu" tabindex="0" role="button" aria-expanded="false" aria-label="Course details for Analyze Data to Answer Questions" type="button"><span class="cds-button-label"><span class="css-k26awr">Course details</span><span class="cds-button-endIcon"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" id="cds-react-aria-58" class="css-19e2cig"><path fill-rule="evenodd" clip-rule="evenodd" d="M10 14.293L1.354 5.646l-.708.708L10 15.707l9.354-9.353-.707-.708L10 14.293z" fill="currentColor"></path></svg></span></span></button></div><div class="cds-187 cds-189" style="min-height:0px"><div class="cds-190"><div class="cds-191"><div aria-labelledby="cds-react-aria-56-accordion-header" id="cds-react-aria-56-accordion-panel" role="region"><div class="css-yam6t"><div><div class="css-15ko5n9"><div class="css-5a2hyw"><h4 class=" css-6ecy9b">What you'll learn</h4></div><ul><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-59"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Discuss the importance of organizing your data before analysis by using sorts and filters.</span></span></p></div></div></div></li><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-60"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Convert and format data.</span></span></p></div></div></div></li><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-61"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Apply the use of functions and syntax to create SQL queries to combine data from multiple database tables.</span></span></p></div></div></div></li><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-62"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Describe the use of functions to conduct basic calculations on data in spreadsheets.</span></span></p></div></div></div></li></ul></div><div class="css-15ko5n9"><div class="css-5a2hyw"><h4 class=" css-6ecy9b">Skills you'll gain</h4></div><div class="css-135c2uu"><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Data Aggregation</div><span class=" css-o5tswl" aria-hidden="true">Data Aggregation</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Spreadsheet</div><span class=" css-o5tswl" aria-hidden="true">Spreadsheet</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Data Analysis</div><span class=" css-o5tswl" aria-hidden="true">Data Analysis</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Data Calculations</div><span class=" css-o5tswl" aria-hidden="true">Data Calculations</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: SQL</div><span class=" css-o5tswl" aria-hidden="true">SQL</span></span></div></div></div></div></div></div></div></div></div></div></div></div><div class="cds-AccordionGroup-itemSpacing" data-testid="accordion-item"><div class="css-1pe5kh6"><div class="cds-AccordionRoot-focusContainer"><div class="cds-AccordionRoot-container cds-AccordionRoot-silent" id="cds-react-aria-63"><div class="css-3glzp7"><div class="css-2ja1qv"><div class="css-yllq6p"><div class="css-zwlk01"><h3 class="cds-7 css-1pxm1ir cds-9"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.sdp_course_list_link" data-click-value="{"courseName":"Share Data Through the Art of Visualization","href":"/learn/visualize-data?specialization=google-data-analytics","namespace":{"action":"click","app":"unified_description_page","component":"sdp_course_list_link","page":"consumer_professional_certificate_page"},"s12nSlug":"google-data-analytics","schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="sdp_course_list_link" data-track-href="/learn/visualize-data?specialization=google-data-analytics" href="/learn/visualize-data?specialization=google-data-analytics" to="/learn/visualize-data?specialization=google-data-analytics" class="cds-7 cds-1 cds-3 css-1jglcdr cds-30" aria-label="Course 6: Share Data Through the Art of Visualization" data-e2e="sdp-course-list-link">Share Data Through the Art of Visualization</a></h3><div class="css-3odziz"><span>Course 6</span><span aria-hidden="true" class="css-1oocsie">•</span><span><span>24 hours</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span class="css-13ciukr"><span class="css-15ld0c5">4.6 <svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="css-1emwiuz" id="cds-react-aria-64"><path d="M18.33 7.65a1 1 0 00-.85-.39h-4.93l-1.67-5.12a1 1 0 00-.49-.55.94.94 0 00-.72 0 1 1 0 00-.58.59L7.4 7.26H2.47a1 1 0 00-1 .91 1 1 0 00.35.77l4.23 3.22-1.59 5.12a1 1 0 00.64 1.18 1 1 0 00.84-.16L10 15.16l4.06 3.13a.93.93 0 00.59.21h.1a.942.942 0 00.63-.35.91.91 0 00.16-.88l-1.63-5.11L18.11 9a.93.93 0 00.22-1.35z" fill="currentColor"></path></svg></span><span class="css-1f9ufav">(<span>9,090 ratings</span>)</span></span></div></div></div></div><button data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="syllabus_course_expand" class="cds-149 cds-button-disableElevation cds-button-ghost css-12xv2iu" tabindex="0" role="button" aria-expanded="false" aria-label="Course details for Share Data Through the Art of Visualization" type="button"><span class="cds-button-label"><span class="css-k26awr">Course details</span><span class="cds-button-endIcon"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" id="cds-react-aria-65" class="css-19e2cig"><path fill-rule="evenodd" clip-rule="evenodd" d="M10 14.293L1.354 5.646l-.708.708L10 15.707l9.354-9.353-.707-.708L10 14.293z" fill="currentColor"></path></svg></span></span></button></div><div class="cds-187 cds-189" style="min-height:0px"><div class="cds-190"><div class="cds-191"><div aria-labelledby="cds-react-aria-63-accordion-header" id="cds-react-aria-63-accordion-panel" role="region"><div class="css-yam6t"><div><div class="css-15ko5n9"><div class="css-5a2hyw"><h4 class=" css-6ecy9b">What you'll learn</h4></div><ul><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-66"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Describe the use of data visualizations to talk about data and the results of data analysis.</span></span></p></div></div></div></li><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-67"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Identify Tableau as a data visualization tool and understand its uses.</span></span></p></div></div></div></li><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-68"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Explain what data driven stories are including reference to their importance and their attributes.</span></span></p></div></div></div></li><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-69"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Explain principles and practices associated with effective presentations.</span></span></p></div></div></div></li></ul></div><div class="css-15ko5n9"><div class="css-5a2hyw"><h4 class=" css-6ecy9b">Skills you'll gain</h4></div><div class="css-135c2uu"><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Data Collection</div><span class=" css-o5tswl" aria-hidden="true">Data Collection</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Spreadsheet</div><span class=" css-o5tswl" aria-hidden="true">Spreadsheet</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Metadata</div><span class=" css-o5tswl" aria-hidden="true">Metadata</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: SQL</div><span class=" css-o5tswl" aria-hidden="true">SQL</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Data Ethics</div><span class=" css-o5tswl" aria-hidden="true">Data Ethics</span></span></div></div></div></div></div></div></div></div></div></div></div></div><div class="cds-AccordionGroup-itemSpacing" data-testid="accordion-item"><div class="css-1pe5kh6"><div class="cds-AccordionRoot-focusContainer"><div class="cds-AccordionRoot-container cds-AccordionRoot-silent" id="cds-react-aria-70"><div class="css-3glzp7"><div class="css-2ja1qv"><div class="css-yllq6p"><div class="css-zwlk01"><h3 class="cds-7 css-1pxm1ir cds-9"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.sdp_course_list_link" data-click-value="{"courseName":"Data Analysis with R Programming","href":"/learn/data-analysis-r?specialization=google-data-analytics","namespace":{"action":"click","app":"unified_description_page","component":"sdp_course_list_link","page":"consumer_professional_certificate_page"},"s12nSlug":"google-data-analytics","schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="sdp_course_list_link" data-track-href="/learn/data-analysis-r?specialization=google-data-analytics" href="/learn/data-analysis-r?specialization=google-data-analytics" to="/learn/data-analysis-r?specialization=google-data-analytics" class="cds-7 cds-1 cds-3 css-1jglcdr cds-30" aria-label="Course 7: Data Analysis with R Programming" data-e2e="sdp-course-list-link">Data Analysis with R Programming</a></h3><div class="css-3odziz"><span>Course 7</span><span aria-hidden="true" class="css-1oocsie">•</span><span><span>33 hours</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span class="css-13ciukr"><span class="css-15ld0c5">4.8 <svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="css-1emwiuz" id="cds-react-aria-71"><path d="M18.33 7.65a1 1 0 00-.85-.39h-4.93l-1.67-5.12a1 1 0 00-.49-.55.94.94 0 00-.72 0 1 1 0 00-.58.59L7.4 7.26H2.47a1 1 0 00-1 .91 1 1 0 00.35.77l4.23 3.22-1.59 5.12a1 1 0 00.64 1.18 1 1 0 00.84-.16L10 15.16l4.06 3.13a.93.93 0 00.59.21h.1a.942.942 0 00.63-.35.91.91 0 00.16-.88l-1.63-5.11L18.11 9a.93.93 0 00.22-1.35z" fill="currentColor"></path></svg></span><span class="css-1f9ufav">(<span>10,584 ratings</span>)</span></span></div></div></div></div><button data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="syllabus_course_expand" class="cds-149 cds-button-disableElevation cds-button-ghost css-12xv2iu" tabindex="0" role="button" aria-expanded="false" aria-label="Course details for Data Analysis with R Programming" type="button"><span class="cds-button-label"><span class="css-k26awr">Course details</span><span class="cds-button-endIcon"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" id="cds-react-aria-72" class="css-19e2cig"><path fill-rule="evenodd" clip-rule="evenodd" d="M10 14.293L1.354 5.646l-.708.708L10 15.707l9.354-9.353-.707-.708L10 14.293z" fill="currentColor"></path></svg></span></span></button></div><div class="cds-187 cds-189" style="min-height:0px"><div class="cds-190"><div class="cds-191"><div aria-labelledby="cds-react-aria-70-accordion-header" id="cds-react-aria-70-accordion-panel" role="region"><div class="css-yam6t"><div><div class="css-15ko5n9"><div class="css-5a2hyw"><h4 class=" css-6ecy9b">What you'll learn</h4></div><ul><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-73"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Describe the R programming language and its programming environment.</span></span></p></div></div></div></li><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-74"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Explain the fundamental concepts associated with programming in R including functions, variables, data types, pipes, and vectors.</span></span></p></div></div></div></li><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-75"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Describe the options for generating visualizations in R.</span></span></p></div></div></div></li><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-76"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Demonstrate an understanding of the basic formatting in R Markdown to create structure and emphasize content.</span></span></p></div></div></div></li></ul></div><div class="css-15ko5n9"><div class="css-5a2hyw"><h4 class=" css-6ecy9b">Skills you'll gain</h4></div><div class="css-135c2uu"><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Data Analysis</div><span class=" css-o5tswl" aria-hidden="true">Data Analysis</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Tableau Software</div><span class=" css-o5tswl" aria-hidden="true">Tableau Software</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Data Visualization</div><span class=" css-o5tswl" aria-hidden="true">Data Visualization</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Presentation</div><span class=" css-o5tswl" aria-hidden="true">Presentation</span></span></div></div></div></div></div></div></div></div></div></div></div></div><div class="cds-AccordionGroup-itemSpacing" data-testid="accordion-item"><div class="css-1pe5kh6"><div class="cds-AccordionRoot-focusContainer"><div class="cds-AccordionRoot-container cds-AccordionRoot-silent" id="cds-react-aria-77"><div class="css-3glzp7"><div class="css-2ja1qv"><div class="css-yllq6p"><div class="css-zwlk01"><h3 class="cds-7 css-1pxm1ir cds-9"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.sdp_course_list_link" data-click-value="{"courseName":"Google Data Analytics Capstone: Complete a Case Study","href":"/learn/google-data-analytics-capstone?specialization=google-data-analytics","namespace":{"action":"click","app":"unified_description_page","component":"sdp_course_list_link","page":"consumer_professional_certificate_page"},"s12nSlug":"google-data-analytics","schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="sdp_course_list_link" data-track-href="/learn/google-data-analytics-capstone?specialization=google-data-analytics" href="/learn/google-data-analytics-capstone?specialization=google-data-analytics" to="/learn/google-data-analytics-capstone?specialization=google-data-analytics" class="cds-7 cds-1 cds-3 css-1jglcdr cds-30" aria-label="Course 8: Google Data Analytics Capstone: Complete a Case Study" data-e2e="sdp-course-list-link">Google Data Analytics Capstone: Complete a Case Study</a></h3><div class="css-3odziz"><span>Course 8</span><span aria-hidden="true" class="css-1oocsie">•</span><span><span>13 hours</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span class="css-13ciukr"><span class="css-15ld0c5">4.8 <svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="css-1emwiuz" id="cds-react-aria-78"><path d="M18.33 7.65a1 1 0 00-.85-.39h-4.93l-1.67-5.12a1 1 0 00-.49-.55.94.94 0 00-.72 0 1 1 0 00-.58.59L7.4 7.26H2.47a1 1 0 00-1 .91 1 1 0 00.35.77l4.23 3.22-1.59 5.12a1 1 0 00.64 1.18 1 1 0 00.84-.16L10 15.16l4.06 3.13a.93.93 0 00.59.21h.1a.942.942 0 00.63-.35.91.91 0 00.16-.88l-1.63-5.11L18.11 9a.93.93 0 00.22-1.35z" fill="currentColor"></path></svg></span><span class="css-1f9ufav">(<span>16,003 ratings</span>)</span></span></div></div></div></div><button data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="syllabus_course_expand" class="cds-149 cds-button-disableElevation cds-button-ghost css-12xv2iu" tabindex="0" role="button" aria-expanded="false" aria-label="Course details for Google Data Analytics Capstone: Complete a Case Study" type="button"><span class="cds-button-label"><span class="css-k26awr">Course details</span><span class="cds-button-endIcon"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" id="cds-react-aria-79" class="css-19e2cig"><path fill-rule="evenodd" clip-rule="evenodd" d="M10 14.293L1.354 5.646l-.708.708L10 15.707l9.354-9.353-.707-.708L10 14.293z" fill="currentColor"></path></svg></span></span></button></div><div class="cds-187 cds-189" style="min-height:0px"><div class="cds-190"><div class="cds-191"><div aria-labelledby="cds-react-aria-77-accordion-header" id="cds-react-aria-77-accordion-panel" role="region"><div class="css-yam6t"><div><div class="css-15ko5n9"><div class="css-5a2hyw"><h4 class=" css-6ecy9b">What you'll learn</h4></div><ul><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-80"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Identify the key features and attributes of a completed case study.</span></span></p></div></div></div></li><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-81"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Apply the practices and procedures associated with the data analysis process to a given set of data.</span></span></p></div></div></div></li><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-82"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Discuss the use of case studies/portfolios when communicating with recruiters and potential employers. </span></span></p></div></div></div></li><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-83"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Gain a competitive edge by learning AI skills from Google experts.</span></span></p></div></div></div></li></ul></div><div class="css-15ko5n9"><div class="css-5a2hyw"><button class="cds-149 cds-button-disableElevation cds-button-disabled cds-button-ghost css-8cesz8 cds-150" tabindex="-1" type="button" disabled="" aria-disabled="true"><span class="cds-button-label"><div class="css-vg4xnv"><div class="css-m47fy3"><p class=" css-5fnvki"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-da8k09" id="cds-react-aria-84"><path d="M7.66 3.717c.074 0 .11-.042.128-.108.188-1.003.176-1.027 1.229-1.225.073-.012.115-.054.115-.126 0-.072-.042-.114-.115-.126C7.97 1.922 8 1.898 7.788.908 7.77.842 7.734.8 7.661.8c-.073 0-.11.042-.127.108-.212.99-.176 1.014-1.23 1.224-.066.012-.114.054-.114.126 0 .072.048.114.115.126 1.053.21 1.041.222 1.229 1.225.018.066.054.108.127.108zM4.73 7.846c.116 0 .194-.073.207-.18.218-1.603.272-1.603 1.943-1.92.109-.019.188-.091.188-.205 0-.108-.08-.186-.188-.204-1.671-.228-1.732-.282-1.943-1.914a.2.2 0 00-.206-.186c-.11 0-.188.078-.2.192-.2 1.608-.285 1.602-1.943 1.908-.11.024-.188.096-.188.204 0 .12.079.186.212.204 1.646.264 1.72.306 1.919 1.908.012.12.09.193.2.193zm4.105 6.643c.158 0 .273-.114.303-.276.43-3.289.896-3.787 4.177-4.147.17-.018.285-.144.285-.3s-.115-.276-.285-.3c-3.28-.36-3.747-.858-4.177-4.147-.03-.162-.145-.27-.303-.27-.157 0-.272.108-.296.27-.43 3.289-.902 3.787-4.178 4.147-.175.024-.29.144-.29.3s.115.282.29.3c3.27.426 3.724.864 4.178 4.147.024.162.139.276.296.276z" fill="currentColor"></path></svg>New AI skills</p></div></div></span></button></div><div class="css-1k2q1r5"><ul><li>Boost your data analytics skills with AI</li><li>Clean and prepare data with help from AI</li><li>Organize data and build formulas using AI</li><li>Use AI to help you ask more effective questions</li><li>Create engaging data visualizations with AI</li><li>Improve your R code with help from AI</li></ul></div></div><div class="css-15ko5n9"><div class="css-5a2hyw"><h4 class=" css-6ecy9b">Skills you'll gain</h4></div><div class="css-135c2uu"><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Spreadsheet</div><span class=" css-o5tswl" aria-hidden="true">Spreadsheet</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Data Analysis</div><span class=" css-o5tswl" aria-hidden="true">Data Analysis</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: SQL</div><span class=" css-o5tswl" aria-hidden="true">SQL</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Data Visualization</div><span class=" css-o5tswl" aria-hidden="true">Data Visualization</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Data Cleansing</div><span class=" css-o5tswl" aria-hidden="true">Data Cleansing</span></span></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-113 cds-126"><div class="css-pas860"><div class="css-132y21x"><div class="css-xs8kz1"><h3 class="cds-7 cds-Typography-base css-h1jogs cds-9"><span>Instructor</span></h3></div><div class="css-1f454bp"><div class="css-1oiads2"><div class="css-1f95hav"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera-instructor-photos.s3.amazonaws.com/61/36584e2633455296817e987d653e8d/500x500_Google.jpg?auto=format%2Ccompress&dpr=1&w=75&h=75&fit=crop" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera-instructor-photos.s3.amazonaws.com/61/36584e2633455296817e987d653e8d/500x500_Google.jpg?auto=format%2Ccompress&dpr=2&w=75&h=75&fit=crop 2x, https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera-instructor-photos.s3.amazonaws.com/61/36584e2633455296817e987d653e8d/500x500_Google.jpg?auto=format%2Ccompress&dpr=3&w=75&h=75&fit=crop 3x" class="css-1hhx4js" style="max-width:75px;max-height:75px" alt="Google Career Certificates"/></div><div><div class="css-z3nr14"><div class="css-vg4xnv"><div class="css-m47fy3"><p class=" css-5fnvki">Top Instructor</p></div></div></div><div><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.hero_instructor" data-click-value="{"href":"/instructor/google-career-certificates","namespace":{"action":"click","app":"unified_description_page","component":"hero_instructor","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="hero_instructor" data-track-href="/instructor/google-career-certificates" href="/instructor/google-career-certificates" to="/instructor/google-career-certificates" class="cds-7 cds-1 cds-3 css-1yholzq cds-30"><span class=" css-6ecy9b">Google Career Certificates</span></a></div><div class=" css-kimdhf">Google</div><div class="css-1dd751w"><span class=" css-kimdhf"><span>325 Courses</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span class=" css-kimdhf"><span>11,113,880 learners</span></span></div></div></div></div></div><div class="css-132y21x"><div class="css-xs8kz1"><h3 class="cds-7 cds-Typography-base css-h1jogs cds-9">Offered by</h3></div><div class="css-1f454bp"><div class="css-1qp74jq"><div class="css-92f171"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/http://coursera-university-assets.s3.amazonaws.com/4a/cb36835ae3421187080898a7ecc11d/Google-G_360x360.png?auto=format%2Ccompress&dpr=1&w=38&h=38&fit=fill" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/http://coursera-university-assets.s3.amazonaws.com/4a/cb36835ae3421187080898a7ecc11d/Google-G_360x360.png?auto=format%2Ccompress&dpr=2&w=38&h=38&fit=fill 2x, https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/http://coursera-university-assets.s3.amazonaws.com/4a/cb36835ae3421187080898a7ecc11d/Google-G_360x360.png?auto=format%2Ccompress&dpr=3&w=38&h=38&fit=fill 3x" style="max-width:38px;max-height:38px" alt=""/></div><div class="css-15g7tpu"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.partner" data-click-value="{"href":"/partners/google","namespace":{"action":"click","app":"unified_description_page","component":"partner","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="partner" data-track-href="/partners/google" href="/partners/google" to="/partners/google" class="cds-7 cds-1 cds-3 css-1stvmzy cds-30"><span class=" css-6ecy9b">Google</span></a><button data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="syllabus_partner_more" class="cds-149 cds-button-disableElevation cds-button-ghost css-ellzee" tabindex="0" role="button" aria-label="Learn more about Google" type="button"><span class="cds-button-label">Learn more</span></button></div><div role="presentation" dir="ltr" id="cds-react-aria-86" class="css-bhx7nn" style="position:fixed;z-index:10000;right:0;bottom:0;top:0;left:0;visibility:hidden"><div class="cds-178 cds-Modal-backdrop" aria-hidden="true" style="opacity:0;visibility:hidden"></div><div tabindex="0" data-test="sentinelStart"></div><div class="cds-Modal-container" style="opacity:0;visibility:hidden"><div data-focus-lock-disabled="disabled"><div aria-modal="true" aria-describedby="dialog-content-7dfe896a-a87d-4c06-eeaa-a986613ba9a9" aria-labelledby="cds-react-aria-86-headingGroup" class="cds-Dialog-dialog" role="dialog"><div class="css-1lqbpgq"><button class="cds-149 cds-button-disableElevation cds-button-ghost css-1s96oj" tabindex="0" type="button"><span class="cds-button-label">Close<span class="cds-button-endIcon"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" id="cds-react-aria-87" class="css-0"><path fill-rule="evenodd" clip-rule="evenodd" d="M13.585 14.353l-11.94-12 .71-.706 11.94 12-.71.706z" fill="currentColor"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M14.344 2.353l-11.99 12-.708-.706 11.99-12 .708.706z" fill="currentColor"></path></svg></span></span></button></div><div data-testid="scroll-container" class="css-k0ld8m"><div id="cds-react-aria-86-headingGroup" class="css-1xq57z9"><h2 class=" css-tlf8h5">Offered by</h2></div><div id="dialog-content-7dfe896a-a87d-4c06-eeaa-a986613ba9a9" class="css-11krhap"><div class="css-jbr8cm"><div class="css-10gtjds"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/http://coursera-university-assets.s3.amazonaws.com/4a/cb36835ae3421187080898a7ecc11d/Google-G_360x360.png?auto=format%2Ccompress&dpr=1&w=88&h=88&fit=fill" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/http://coursera-university-assets.s3.amazonaws.com/4a/cb36835ae3421187080898a7ecc11d/Google-G_360x360.png?auto=format%2Ccompress&dpr=2&w=88&h=88&fit=fill 2x, https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/http://coursera-university-assets.s3.amazonaws.com/4a/cb36835ae3421187080898a7ecc11d/Google-G_360x360.png?auto=format%2Ccompress&dpr=3&w=88&h=88&fit=fill 3x" style="max-width:88px;max-height:88px" alt=""/></div><div class="css-14f7f6h"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.partner" data-click-value="{"href":"/partners/google","namespace":{"action":"click","app":"unified_description_page","component":"partner","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="partner" data-track-href="/partners/google" href="/partners/google" to="/partners/google" class="cds-7 cds-1 cds-3 css-1stvmzy cds-30"><span class="cds-7 cds-Typography-base css-bbd009 cds-9">Google</span></a><p class=" css-4s48ix">Grow with Google is an initiative that draws on Google's decades-long history of building products, platforms, and services that help people and businesses grow. We aim to help everyone – those who make up the workforce of today and the students who will drive the workforce of tomorrow – access the best of Google’s training and tools to grow their skills, careers, and businesses.</p></div></div></div><div class="css-1hllf5q"><button class="cds-149 cds-button-disableElevation cds-button-primary css-1aoqo4t" tabindex="0" type="button"><span class="cds-button-label">OK</span></button></div></div></div></div></div><div tabindex="0" data-test="sentinelEnd"></div></div></div></div></div></div></div></div></div></div></div><div><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="eligible_degrees_module" role="presentation" data-e2e="eligible_degrees_module"><div id="credits" class="css-1cps6el"><div><div class="cds-37 css-1cxrrkn cds-38 cds-43"><div class="cds-45 css-1kspkkz cds-46"><div class="cds-45 css-0 cds-47 cds-grid-item cds-92"><div class="css-1ta0np4"><div class="css-g0nrj5"><h2 class=" css-tlf8h5">Build toward a degree</h2></div><div><div class="css-0"><p class=" css-4s48ix">When you complete this Professional Certificate, you may be able to have your learning recognized for credit if you are admitted and enroll in one of the following online degree programs.¹</p><div class="css-0"><button data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="degrees_modal_cta" data-e2e="degrees-modal-cta" class="cds-149 cds-button-disableElevation cds-button-ghost css-s5gcgd" tabindex="0" role="button" type="button"><span class="cds-button-label">View eligible degrees</span></button><div role="presentation" dir="ltr" id="cds-react-aria-88" class="css-bhx7nn" style="position:fixed;z-index:10000;right:0;bottom:0;top:0;left:0;visibility:hidden"><div class="cds-178 cds-Modal-backdrop" aria-hidden="true" style="opacity:0;visibility:hidden"></div><div tabindex="0" data-test="sentinelStart"></div><div class="cds-Modal-container" style="opacity:0;visibility:hidden"><div data-focus-lock-disabled="disabled"><div aria-modal="true" aria-describedby="dialog-content-55726dcd-24b1-4094-e04a-3f9f17b3c80b" aria-labelledby="cds-react-aria-88-headingGroup" class="cds-Dialog-dialog" role="dialog"><div class="css-1lqbpgq"><button class="cds-149 cds-button-disableElevation cds-button-ghost css-1s96oj" tabindex="0" type="button"><span class="cds-button-label">Close<span class="cds-button-endIcon"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" id="cds-react-aria-89" class="css-0"><path fill-rule="evenodd" clip-rule="evenodd" d="M13.585 14.353l-11.94-12 .71-.706 11.94 12-.71.706z" fill="currentColor"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M14.344 2.353l-11.99 12-.708-.706 11.99-12 .708.706z" fill="currentColor"></path></svg></span></span></button></div><div data-testid="scroll-container" class="css-k0ld8m"><div id="cds-react-aria-88-headingGroup" class="css-1xq57z9"><h2 class=" css-tlf8h5">Build toward a degree</h2></div><div id="dialog-content-55726dcd-24b1-4094-e04a-3f9f17b3c80b" class="css-11krhap"><div class="css-ax0304"><p class=" css-4s48ix">When you complete this Professional Certificate, you may be able to have your learning recognized for credit if you are admitted and enroll in one of the following online degree programs.¹</p></div><div class="cds-45 css-7avemv cds-46"><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-114"><div class="css-c70www"><div class="cds-ProductCard-base cds-ProductCard-list css-1e5fgv3" data-e2e="degree-card"><div class="cds-CommonCard-clickArea"><div class="cds-ProductCard-listCard"><div class="cds-ProductCard-listContentContainer"><div class="cds-ProductCard-content"><div class="cds-ProductCard-header"><div class="cds-ProductCard-partnerInfo" id="cds-react-aria-90-product-card-partner-info"><div class="cds-CommonCard-interactiveArea"><div class="css-18juqt8 cds-ProductCard-partners" title="University of Leeds"><div class="cds-ProductCard-partnerLogos"><div class="cds-Avatar-base cds-Avatar-organization cds-Avatar-showBorder css-de92ti"><div aria-hidden="true" class="cds-Avatar-initial"><span class="cds-Avatar-initialText">U</span></div></div></div><p class="cds-ProductCard-partnerNames css-vac8rf">University of Leeds</p></div></div></div><a class="cds-7 cds-1 cds-3 cds-CommonCard-titleLink css-si869u cds-30" id="cds-react-aria-90-product-card-title" aria-label="MSc Data Science (Statistics), offered by University of Leeds, Degree" href="/degrees/msc-data-science-ul"><h3 class="cds-CommonCard-title css-6ecy9b">MSc Data Science (Statistics)</h3></a></div><div class="cds-ProductCard-footer"><div class="cds-CommonCard-metadata"><p class=" css-vac8rf">Degree · 24 - 48 months</p></div></div></div></div></div></div></div></div></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-114"><div class="css-c70www"><div class="cds-ProductCard-base cds-ProductCard-list css-1e5fgv3" data-e2e="degree-card"><div class="cds-CommonCard-clickArea"><div class="cds-ProductCard-listCard"><div class="cds-ProductCard-listContentContainer"><div class="cds-ProductCard-content"><div class="cds-ProductCard-header"><div class="cds-ProductCard-partnerInfo" id="cds-react-aria-91-product-card-partner-info"><div class="cds-CommonCard-interactiveArea"><div class="css-18juqt8 cds-ProductCard-partners" title="Ball State University"><div class="cds-ProductCard-partnerLogos"><div class="cds-Avatar-base cds-Avatar-organization cds-Avatar-showBorder css-de92ti"><div aria-hidden="true" class="cds-Avatar-initial"><span class="cds-Avatar-initialText">B</span></div></div></div><p class="cds-ProductCard-partnerNames css-vac8rf">Ball State University</p></div></div></div><a class="cds-7 cds-1 cds-3 cds-CommonCard-titleLink css-si869u cds-30" id="cds-react-aria-91-product-card-title" aria-label="Master of Science in Computer Science, offered by Ball State University, Degree" href="/degrees/ms-computer-science-ball-state"><h3 class="cds-CommonCard-title css-6ecy9b">Master of Science in Computer Science</h3></a></div><div class="cds-ProductCard-footer"><div class="cds-CommonCard-metadata"><p class=" css-vac8rf">Degree · 24 months</p></div></div></div></div></div></div></div></div></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-114"><div class="css-c70www"><div class="cds-ProductCard-base cds-ProductCard-list css-1e5fgv3" data-e2e="degree-card"><div class="cds-CommonCard-clickArea"><div class="cds-ProductCard-listCard"><div class="cds-ProductCard-listContentContainer"><div class="cds-ProductCard-content"><div class="cds-ProductCard-header"><div class="cds-ProductCard-partnerInfo" id="cds-react-aria-92-product-card-partner-info"><div class="cds-CommonCard-interactiveArea"><div class="css-18juqt8 cds-ProductCard-partners" title="University of Maryland Global Campus"><div class="cds-ProductCard-partnerLogos"><div class="cds-Avatar-base cds-Avatar-organization cds-Avatar-showBorder css-de92ti"><div aria-hidden="true" class="cds-Avatar-initial"><span class="cds-Avatar-initialText">U</span></div></div></div><p class="cds-ProductCard-partnerNames css-vac8rf">University of Maryland Global Campus</p></div></div></div><a class="cds-7 cds-1 cds-3 cds-CommonCard-titleLink css-si869u cds-30" id="cds-react-aria-92-product-card-title" aria-label="Bachelor of Science in Cybersecurity Management and Policy, offered by University of Maryland Global Campus, Degree" href="/degrees/bachelor-science-cybersecurity-management-policy-umgc"><h3 class="cds-CommonCard-title css-6ecy9b">Bachelor of Science in Cybersecurity Management and Policy</h3></a></div><div class="cds-ProductCard-footer"><div class="cds-CommonCard-metadata"><p class=" css-vac8rf">Degree · 48 months</p></div></div></div></div></div></div></div></div></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-114"><div class="css-c70www"><div class="cds-ProductCard-base cds-ProductCard-list css-1e5fgv3" data-e2e="degree-card"><div class="cds-CommonCard-clickArea"><div class="cds-ProductCard-listCard"><div class="cds-ProductCard-listContentContainer"><div class="cds-ProductCard-content"><div class="cds-ProductCard-header"><div class="cds-ProductCard-partnerInfo" id="cds-react-aria-93-product-card-partner-info"><div class="cds-CommonCard-interactiveArea"><div class="css-18juqt8 cds-ProductCard-partners" title="Illinois Tech"><div class="cds-ProductCard-partnerLogos"><div class="cds-Avatar-base cds-Avatar-organization cds-Avatar-showBorder css-de92ti"><div aria-hidden="true" class="cds-Avatar-initial"><span class="cds-Avatar-initialText">I</span></div></div></div><p class="cds-ProductCard-partnerNames css-vac8rf">Illinois Tech</p></div></div></div><a class="cds-7 cds-1 cds-3 cds-CommonCard-titleLink css-si869u cds-30" id="cds-react-aria-93-product-card-title" aria-label="Bachelor of Information Technology, offered by Illinois Tech, Degree" href="/degrees/bach-information-technology-illinois-tech"><h3 class="cds-CommonCard-title css-6ecy9b">Bachelor of Information Technology</h3></a></div><div class="cds-ProductCard-footer"><div class="cds-CommonCard-metadata"><p class=" css-vac8rf">Degree</p></div></div></div></div></div></div></div></div></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-114"><div class="css-c70www"><div class="cds-ProductCard-base cds-ProductCard-list css-1e5fgv3" data-e2e="degree-card"><div class="cds-CommonCard-clickArea"><div class="cds-ProductCard-listCard"><div class="cds-ProductCard-listContentContainer"><div class="cds-ProductCard-content"><div class="cds-ProductCard-header"><div class="cds-ProductCard-partnerInfo" id="cds-react-aria-94-product-card-partner-info"><div class="cds-CommonCard-interactiveArea"><div class="css-18juqt8 cds-ProductCard-partners" title="University of Maryland Global Campus"><div class="cds-ProductCard-partnerLogos"><div class="cds-Avatar-base cds-Avatar-organization cds-Avatar-showBorder css-de92ti"><div aria-hidden="true" class="cds-Avatar-initial"><span class="cds-Avatar-initialText">U</span></div></div></div><p class="cds-ProductCard-partnerNames css-vac8rf">University of Maryland Global Campus</p></div></div></div><a class="cds-7 cds-1 cds-3 cds-CommonCard-titleLink css-si869u cds-30" id="cds-react-aria-94-product-card-title" aria-label="Bachelor of Science in Cybersecurity Technology, offered by University of Maryland Global Campus, Degree" href="/degrees/bachelor-science-cybersecurity-technology-umgc"><h3 class="cds-CommonCard-title css-6ecy9b">Bachelor of Science in Cybersecurity Technology</h3></a></div><div class="cds-ProductCard-footer"><div class="cds-CommonCard-metadata"><p class=" css-vac8rf">Degree · 48 months</p></div></div></div></div></div></div></div></div></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-114"><div class="css-c70www"><div class="cds-ProductCard-base cds-ProductCard-list css-1e5fgv3" data-e2e="degree-card"><div class="cds-CommonCard-clickArea"><div class="cds-ProductCard-listCard"><div class="cds-ProductCard-listContentContainer"><div class="cds-ProductCard-content"><div class="cds-ProductCard-header"><div class="cds-ProductCard-partnerInfo" id="cds-react-aria-95-product-card-partner-info"><div class="cds-CommonCard-interactiveArea"><div class="css-18juqt8 cds-ProductCard-partners" title="University of North Texas"><div class="cds-ProductCard-partnerLogos"><div class="cds-Avatar-base cds-Avatar-organization cds-Avatar-showBorder css-de92ti"><div aria-hidden="true" class="cds-Avatar-initial"><span class="cds-Avatar-initialText">U</span></div></div></div><p class="cds-ProductCard-partnerNames css-vac8rf">University of North Texas</p></div></div></div><a class="cds-7 cds-1 cds-3 cds-CommonCard-titleLink css-si869u cds-30" id="cds-react-aria-95-product-card-title" aria-label="Bachelor of Applied Arts and Sciences, offered by University of North Texas, Degree" href="/degrees/unt-online-bachelor-completion"><h3 class="cds-CommonCard-title css-6ecy9b">Bachelor of Applied Arts and Sciences</h3></a></div><div class="cds-ProductCard-footer"><div class="cds-CommonCard-metadata"><p class=" css-vac8rf">Degree · 15+ hours of study/wk per course</p></div></div></div></div></div></div></div></div></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-114"><div class="css-c70www"><div class="cds-ProductCard-base cds-ProductCard-list css-1e5fgv3" data-e2e="degree-card"><div class="cds-CommonCard-clickArea"><div class="cds-ProductCard-listCard"><div class="cds-ProductCard-listContentContainer"><div class="cds-ProductCard-content"><div class="cds-ProductCard-header"><div class="cds-ProductCard-partnerInfo" id="cds-react-aria-96-product-card-partner-info"><div class="cds-CommonCard-interactiveArea"><div class="css-18juqt8 cds-ProductCard-partners" title="O.P. Jindal Global University"><div class="cds-ProductCard-partnerLogos"><div class="cds-Avatar-base cds-Avatar-organization cds-Avatar-showBorder css-de92ti"><div aria-hidden="true" class="cds-Avatar-initial"><span class="cds-Avatar-initialText">O</span></div></div></div><p class="cds-ProductCard-partnerNames css-vac8rf">O.P. Jindal Global University</p></div></div></div><a class="cds-7 cds-1 cds-3 cds-CommonCard-titleLink css-si869u cds-30" id="cds-react-aria-96-product-card-title" aria-label="MBA in Business Analytics, offered by O.P. Jindal Global University, Degree" href="/degrees/mba-business-analytics-jgu"><h3 class="cds-CommonCard-title css-6ecy9b">MBA in Business Analytics</h3></a></div><div class="cds-ProductCard-footer"><div class="cds-CommonCard-metadata"><p class=" css-vac8rf">Degree · 24 - 36 months</p></div></div></div></div></div></div></div></div></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-114"><div class="css-c70www"><div class="cds-ProductCard-base cds-ProductCard-list css-1e5fgv3" data-e2e="degree-card"><div class="cds-CommonCard-clickArea"><div class="cds-ProductCard-listCard"><div class="cds-ProductCard-listContentContainer"><div class="cds-ProductCard-content"><div class="cds-ProductCard-header"><div class="cds-ProductCard-partnerInfo" id="cds-react-aria-97-product-card-partner-info"><div class="cds-CommonCard-interactiveArea"><div class="css-18juqt8 cds-ProductCard-partners" title="O.P. Jindal Global University"><div class="cds-ProductCard-partnerLogos"><div class="cds-Avatar-base cds-Avatar-organization cds-Avatar-showBorder css-de92ti"><div aria-hidden="true" class="cds-Avatar-initial"><span class="cds-Avatar-initialText">O</span></div></div></div><p class="cds-ProductCard-partnerNames css-vac8rf">O.P. Jindal Global University</p></div></div></div><a class="cds-7 cds-1 cds-3 cds-CommonCard-titleLink css-si869u cds-30" id="cds-react-aria-97-product-card-title" aria-label="M.A. in Public Policy, offered by O.P. Jindal Global University, Degree" href="/degrees/ma-public-policy-jgu"><h3 class="cds-CommonCard-title css-6ecy9b">M.A. in Public Policy</h3></a></div><div class="cds-ProductCard-footer"><div class="cds-CommonCard-metadata"><p class=" css-vac8rf">Degree · 24 - 36 months</p></div></div></div></div></div></div></div></div></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-114"><div class="css-c70www"><div class="cds-ProductCard-base cds-ProductCard-list css-1e5fgv3" data-e2e="degree-card"><div class="cds-CommonCard-clickArea"><div class="cds-ProductCard-listCard"><div class="cds-ProductCard-listContentContainer"><div class="cds-ProductCard-content"><div class="cds-ProductCard-header"><div class="cds-ProductCard-partnerInfo" id="cds-react-aria-98-product-card-partner-info"><div class="cds-CommonCard-interactiveArea"><div class="css-18juqt8 cds-ProductCard-partners" title="Illinois Tech"><div class="cds-ProductCard-partnerLogos"><div class="cds-Avatar-base cds-Avatar-organization cds-Avatar-showBorder css-de92ti"><div aria-hidden="true" class="cds-Avatar-initial"><span class="cds-Avatar-initialText">I</span></div></div></div><p class="cds-ProductCard-partnerNames css-vac8rf">Illinois Tech</p></div></div></div><a class="cds-7 cds-1 cds-3 cds-CommonCard-titleLink css-si869u cds-30" id="cds-react-aria-98-product-card-title" aria-label="Master of Business Administration, offered by Illinois Tech, Degree" href="/degrees/mba-illinois-tech"><h3 class="cds-CommonCard-title css-6ecy9b">Master of Business Administration</h3></a></div><div class="cds-ProductCard-footer"><div class="cds-CommonCard-metadata"><p class=" css-vac8rf">Degree · 12-24 months</p></div></div></div></div></div></div></div></div></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-114"><div class="css-c70www"><div class="cds-ProductCard-base cds-ProductCard-list css-1e5fgv3" data-e2e="degree-card"><div class="cds-CommonCard-clickArea"><div class="cds-ProductCard-listCard"><div class="cds-ProductCard-listContentContainer"><div class="cds-ProductCard-content"><div class="cds-ProductCard-header"><div class="cds-ProductCard-partnerInfo" id="cds-react-aria-99-product-card-partner-info"><div class="cds-CommonCard-interactiveArea"><div class="css-18juqt8 cds-ProductCard-partners" title="Illinois Tech"><div class="cds-ProductCard-partnerLogos"><div class="cds-Avatar-base cds-Avatar-organization cds-Avatar-showBorder css-de92ti"><div aria-hidden="true" class="cds-Avatar-initial"><span class="cds-Avatar-initialText">I</span></div></div></div><p class="cds-ProductCard-partnerNames css-vac8rf">Illinois Tech</p></div></div></div><a class="cds-7 cds-1 cds-3 cds-CommonCard-titleLink css-si869u cds-30" id="cds-react-aria-99-product-card-title" aria-label="Master of Data Science, offered by Illinois Tech, Degree" href="/degrees/mas-data-science-illinois-tech"><h3 class="cds-CommonCard-title css-6ecy9b">Master of Data Science</h3></a></div><div class="cds-ProductCard-footer"><div class="cds-CommonCard-metadata"><p class=" css-vac8rf">Degree · 12-15 months</p></div></div></div></div></div></div></div></div></div><p class="css-1seqcfx">¹Successful application and enrollment are required. Eligibility requirements apply. Each institution determines the number of credits recognized by completing this content that may count towards degree requirements, considering any existing credits you may have. Click on a specific course for more information.</p></div></div><div class="css-1hllf5q"><button class="cds-149 cds-button-disableElevation cds-button-primary css-1aoqo4t" tabindex="0" type="button"><span class="cds-button-label">OK</span></button></div></div></div></div></div><div tabindex="0" data-test="sentinelEnd"></div></div></div></div><div class="css-kxrxjg"><div class="css-d4jejn"><div class="css-1p7oufp"><img alt="Placeholder" src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/images/e515b44295e1dc174fe6475b13d7263f.png?auto=format%2Ccompress&dpr=2&blur=200&px=8&max-w=60&h=60&w=60" class="css-3gbnhs"/><div class="lazyload-wrapper"><div class="lazyload-placeholder"></div></div></div></div><div><h3 class="cds-7 css-11tf9q3 cds-9">Degree credit eligible</h3><p class=" css-4s48ix"><span class="css-wjx7fy">This Professional Certificate has ACE® recommendation. It is eligible for college credit at participating U.S. colleges and universities. Note: The decision to accept specific credit recommendations is up to each institution.</span><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="ace_credit_learn_more" class="css-b0z14z" role="presentation" aria-label="Learn more about ACE Recommendation"><a class="cds-7 cds-1 cds-3 css-13sipno cds-30" href="https://www.acenet.edu/National-Guide/Pages/Course.aspx?org=Google&cid=76f8bc06-34f9-eb11-94ef-000d3a3396c4" target="_blank">Learn more</a></div></p></div></div></div></div></div></div></div></div></div></div></div><div id="testimonials" class="css-1cps6el"><div><div data-testid="" id="" class="css-box8pc"></div><div class="css-1lzurvc"><div class="cds-37 css-1l2e5pk cds-38 cds-43" data-testid="block_layout"><div class="cds-45 css-1kspkkz cds-46 cds-55 cds-63"><div class="cds-45 css-1qech6y cds-47 cds-grid-item cds-92"><div><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="user_testimonial" role="presentation"><h2 class="css-n19tcz">Why people choose Coursera for their career</h2><div class="cds-45 css-osw4ea cds-46"><div class="cds-45 css-1wudfmw cds-47 cds-grid-item cds-92"><div class="cds-45 css-1jdp0c8 cds-47 cds-grid-item cds-92"><div><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="carousel" class="rc-Carousel" role="presentation"><span data-testid="visually-hidden" class="rc-A11yScreenReaderOnly css-1whdyhf"><div style="display:none" aria-atomic="true" aria-live="assertive"></div></span><div class="slick-slider slick-initialized" dir="ltr"><div aria-label="Go to previous testimonial" data-role="none" class="slick-arrow slick-prev css-ifvwh3" style="display:block" currentSlide="0" 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Start here.</h2></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-80"><div data-testid="card-placeholder" class="css-12svhik"><div style="padding:0px" class="css-1i2pap6"><div class="css-1rj417c"><p class="css-1irzsv6"></p></div><div><p class="css-3wcf6q"></p><p class="css-1p8hoz4"></p></div></div></div></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-80"><div data-testid="card-placeholder" class="css-12svhik"><div style="padding:0px" class="css-1i2pap6"><div class="css-1rj417c"><p class="css-1irzsv6"></p></div><div><p class="css-3wcf6q"></p><p class="css-1p8hoz4"></p></div></div></div></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-80"><div data-testid="card-placeholder" class="css-12svhik"><div style="padding:0px" class="css-1i2pap6"><div class="css-1rj417c"><p class="css-1irzsv6"></p></div><div><p class="css-3wcf6q"></p><p class="css-1p8hoz4"></p></div></div></div></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-80"><div data-testid="card-placeholder" 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src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/images/7a1c0e2e779c1ff27cae62480adfe003.png?auto=format%2Ccompress&dpr=2&blur=200&px=8&max-w=120" class="css-3gbnhs"/><div class="lazyload-wrapper"><div class="lazyload-placeholder"></div></div></div></div><div class="css-mn8oa"><h2 class="cds-7 cds-Typography-base css-bbd009 cds-9">Open new doors with Coursera Plus</h2></div><div class="css-pejm4f"><p class=" css-kimdhf">Unlimited access to 7,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription</p></div><div class="css-0"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.upsell_cta_courseraplus" data-click-value="{"href":"/courseraplus","namespace":{"action":"click","app":"unified_description_page","component":"upsell_cta_courseraplus","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="upsell_cta_courseraplus" data-track-href="/courseraplus" href="/courseraplus" to="/courseraplus" class="cds-7 cds-1 cds-3 css-1xlg85r cds-30" aria-label="Learn more about Coursera Plus">Learn more<span class="css-3mda7n"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" id="cds-react-aria-102" class="css-0"><path fill-rule="evenodd" clip-rule="evenodd" d="M16.793 9.5L9.646 2.354l.708-.708L18.707 10l-8.353 8.354-.708-.707 7.147-7.147H2v-1h14.793z" fill="currentColor"></path></svg></span></a></div></div></div><div class="cds-45 css-1i551o5 cds-47 cds-grid-item cds-92 cds-112"><div class="css-petysq"><div class="css-ywjy7f"><div class="lazyload-wrapper"><div class="lazyload-placeholder"></div></div></div><div class="css-xvkb5i"><h2 class="cds-7 cds-Typography-base css-1oqze1z cds-9">Advance your career with an online degree</h2></div><div class="css-pejm4f"><p class=" css-4iw9bi">Earn a degree from world-class universities - 100% online</p></div><div class="css-0"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.upsell_cta_degrees" data-click-value="{"href":"/degrees","namespace":{"action":"click","app":"unified_description_page","component":"upsell_cta_degrees","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="upsell_cta_degrees" data-track-href="/degrees" href="/degrees" to="/degrees" class="cds-7 cds-1 cds-3 css-1wkncfe cds-30">Explore degrees<span class="css-3mda7n"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" id="cds-react-aria-103" class="css-0"><path fill-rule="evenodd" clip-rule="evenodd" d="M16.793 9.5L9.646 2.354l.708-.708L18.707 10l-8.353 8.354-.708-.707 7.147-7.147H2v-1h14.793z" fill="currentColor"></path></svg></span></a></div></div></div><div class="cds-45 css-1i551o5 cds-47 cds-grid-item cds-92 cds-112"><div class="css-petysq"><div class="css-1211j4r"><div class="lazyload-wrapper"><div class="lazyload-placeholder"></div></div></div><div class="css-xvkb5i"><h2 class="cds-7 cds-Typography-base css-bbd009 cds-9">Join over 3,400 global companies that choose Coursera for Business</h2></div><div class="css-pejm4f"><p class=" css-kimdhf">Upskill your employees to excel in the digital economy</p></div><div class="css-0"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.upsell_cta_enterprise" data-click-value="{"href":"/business?utm_medium=coursera&utm_source=xdp&utm_campaign=website&utm_content=c4b-xdp-upsell-card&utm_term=out","namespace":{"action":"click","app":"unified_description_page","component":"upsell_cta_enterprise","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="upsell_cta_enterprise" data-track-href="/business?utm_medium=coursera&utm_source=xdp&utm_campaign=website&utm_content=c4b-xdp-upsell-card&utm_term=out" href="/business?utm_medium=coursera&utm_source=xdp&utm_campaign=website&utm_content=c4b-xdp-upsell-card&utm_term=out" to="/business?utm_medium=coursera&utm_source=xdp&utm_campaign=website&utm_content=c4b-xdp-upsell-card&utm_term=out" class="cds-7 cds-1 cds-3 css-1nwoanv cds-30" aria-label="Learn more about Coursera for Business">Learn more<span class="css-3mda7n"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" id="cds-react-aria-104" class="css-0"><path fill-rule="evenodd" clip-rule="evenodd" d="M16.793 9.5L9.646 2.354l.708-.708L18.707 10l-8.353 8.354-.708-.707 7.147-7.147H2v-1h14.793z" fill="currentColor"></path></svg></span></a></div></div></div></div></div></div></div></div></div><div class="css-1cps6el"><div><div data-testid="" id="" class="css-box8pc"></div><div class="css-1lzurvc"><div class="cds-37 css-1l2e5pk cds-38 cds-43" data-testid="block_layout"><div class="cds-45 css-1kspkkz cds-46 cds-55 cds-63"><div class="cds-45 css-1qech6y cds-47 cds-grid-item cds-92"><div class="cds-45 css-osw4ea cds-46"><div class="cds-45 css-y8w9av cds-47 cds-grid-item cds-92"><h2 class="cds-7 cds-Typography-base css-bbd009 cds-9">Frequently asked questions</h2></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-116"><div class="css-13lf5kh"><div class="css-al6vf6"><div class="" data-testid="accordion-item"><div id="cds-react-aria-105" class="css-14b3dfn"><div data-testid="visually-hidden" aria-live="polite" id="cds-react-aria-105-expanded-descriptor" tabindex="-1" class="css-1whdyhf"></div><div aria-label="Collapsed" class="cds-ShowMoreList-listContainer" id="cds-react-aria-105-listContainer" role="list"><div aria-posinset="1" aria-setsize="17" role="listitem"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="faq_accordion" class="css-d101lu" role="presentation"><div class="css-fgk7n6"><div class="cds-AccordionRoot-focusContainer"><div class="cds-AccordionRoot-container cds-AccordionRoot-silent" id="cds-react-aria-106"><h3 aria-controls="cds-react-aria-106-accordion-panel" class="css-2i5uql"><button class="cds-149 cds-AccordionHeader-button css-1wk81cj" tabindex="0" type="button" aria-expanded="false" id="cds-react-aria-106-accordion-header"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="cds-AccordionHeader-chevron css-0" id="cds-react-aria-107"><path fill-rule="evenodd" clip-rule="evenodd" d="M14.293 10L5.646 1.354l.708-.708L15.707 10l-9.353 9.354-.708-.707L14.293 10z" fill="currentColor"></path></svg><div class="cds-AccordionHeader-content"><div class="cds-AccordionHeader-labelGroup"><span class=" css-6ecy9b">What is data analytics?</span></div></div></button></h3><div class="cds-187 cds-189" style="min-height:0px"><div class="cds-190"><div class="cds-191"><div aria-labelledby="cds-react-aria-106-accordion-header" id="cds-react-aria-106-accordion-panel" role="region"><div class="css-gvhm8"><div class="css-i3hxxx"><div class="rc-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Data is a group of facts that can take many different forms, such as numbers, pictures, words, videos, observations, and more. Data analytics is the collection, transformation, and organization of these facts in order to draw conclusions, make predictions, and drive informed decision making. Companies need data analysts to sort through this data to help make decisions about their products, services or business strategies.</span></span></p></div></div></div></div></div></div></div></div></div></div></div></div></div><div aria-posinset="2" aria-setsize="17" role="listitem"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="faq_accordion" class="css-d101lu" role="presentation"><div class="css-fgk7n6"><div class="cds-AccordionRoot-focusContainer"><div class="cds-AccordionRoot-container cds-AccordionRoot-silent" id="cds-react-aria-108"><h3 aria-controls="cds-react-aria-108-accordion-panel" class="css-2i5uql"><button class="cds-149 cds-AccordionHeader-button css-1wk81cj" tabindex="0" type="button" aria-expanded="false" id="cds-react-aria-108-accordion-header"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="cds-AccordionHeader-chevron css-0" id="cds-react-aria-109"><path fill-rule="evenodd" clip-rule="evenodd" d="M14.293 10L5.646 1.354l.708-.708L15.707 10l-9.353 9.354-.708-.707L14.293 10z" fill="currentColor"></path></svg><div class="cds-AccordionHeader-content"><div class="cds-AccordionHeader-labelGroup"><span class=" css-6ecy9b">Why start a career in data analytics?</span></div></div></button></h3><div class="cds-187 cds-189" style="min-height:0px"><div class="cds-190"><div class="cds-191"><div aria-labelledby="cds-react-aria-108-accordion-header" id="cds-react-aria-108-accordion-panel" role="region"><div class="css-gvhm8"><div class="css-i3hxxx"><div class="rc-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Data analysts make sense of data and numbers to help organizations make better business decisions. They prepare, process, analyze, and visualize data, discovering patterns and trends and answering key questions along the way. Their work empowers their wider team to make better business decisions. </span></span></p></div></div></div></div></div></div></div></div></div></div></div></div></div><div aria-posinset="3" aria-setsize="17" role="listitem"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="faq_accordion" class="css-d101lu" role="presentation"><div class="css-fgk7n6"><div class="cds-AccordionRoot-focusContainer"><div class="cds-AccordionRoot-container cds-AccordionRoot-silent" id="cds-react-aria-110"><h3 aria-controls="cds-react-aria-110-accordion-panel" class="css-2i5uql"><button class="cds-149 cds-AccordionHeader-button css-1wk81cj" tabindex="0" type="button" aria-expanded="false" id="cds-react-aria-110-accordion-header"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="cds-AccordionHeader-chevron css-0" id="cds-react-aria-111"><path fill-rule="evenodd" clip-rule="evenodd" d="M14.293 10L5.646 1.354l.708-.708L15.707 10l-9.353 9.354-.708-.707L14.293 10z" fill="currentColor"></path></svg><div class="cds-AccordionHeader-content"><div class="cds-AccordionHeader-labelGroup"><span class=" css-6ecy9b">What kind of companies hire Data Analytics professionals?</span></div></div></button></h3><div class="cds-187 cds-189" style="min-height:0px"><div class="cds-190"><div class="cds-191"><div aria-labelledby="cds-react-aria-110-accordion-header" id="cds-react-aria-110-accordion-panel" role="region"><div class="css-gvhm8"><div class="css-i3hxxx"><div class="rc-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Organizations of all kinds, in industries as varied as entertainment, finance, health care, tech, and more, need data analysts to help them improve their processes and launch new products. </span></span></p></div></div></div></div></div></div></div></div></div></div></div></div></div><div class="cds-187 cds-ShowMoreList-collapseContainer cds-189" style="min-height:0px"><div class="cds-190"><div class="cds-191"><div aria-hidden="true" aria-posinset="4" aria-setsize="17" class="cds-ShowMoreList-firstExpandedItem" role="listitem" tabindex="-1"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="faq_accordion" class="css-d101lu" role="presentation"><div class="css-fgk7n6"><div class="cds-AccordionRoot-focusContainer"><div class="cds-AccordionRoot-container cds-AccordionRoot-silent" id="cds-react-aria-112"><h3 aria-controls="cds-react-aria-112-accordion-panel" class="css-2i5uql"><button class="cds-149 cds-AccordionHeader-button css-1wk81cj" tabindex="0" type="button" aria-expanded="false" id="cds-react-aria-112-accordion-header"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="cds-AccordionHeader-chevron css-0" id="cds-react-aria-113"><path fill-rule="evenodd" clip-rule="evenodd" d="M14.293 10L5.646 1.354l.708-.708L15.707 10l-9.353 9.354-.708-.707L14.293 10z" fill="currentColor"></path></svg><div class="cds-AccordionHeader-content"><div class="cds-AccordionHeader-labelGroup"><span class=" css-6ecy9b">How much does this certificate cost?</span></div></div></button></h3><div class="cds-187 cds-189" style="min-height:0px"><div class="cds-190"><div class="cds-191"><div aria-labelledby="cds-react-aria-112-accordion-header" id="cds-react-aria-112-accordion-panel" role="region"><div class="css-gvhm8"><div class="css-i3hxxx"><div class="rc-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>In the U.S. and Canada, Coursera charges $49 per month after the initial 7-day free trial period. The Google Data Analytics Certificate can be completed in less than 6 months at under 10 hours per week of part-time study, so most learners can complete the certificate for less than $300 USD. In other countries where Google Career Certificates are available, your cost may be lower.</span></span></p><p><span><span></span></span></p></div></div></div></div></div></div></div></div></div></div></div></div></div><div aria-hidden="true" aria-posinset="5" aria-setsize="17" class="" role="listitem"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="faq_accordion" class="css-d101lu" role="presentation"><div class="css-fgk7n6"><div class="cds-AccordionRoot-focusContainer"><div class="cds-AccordionRoot-container cds-AccordionRoot-silent" id="cds-react-aria-114"><h3 aria-controls="cds-react-aria-114-accordion-panel" class="css-2i5uql"><button class="cds-149 cds-AccordionHeader-button css-1wk81cj" tabindex="0" type="button" aria-expanded="false" id="cds-react-aria-114-accordion-header"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="cds-AccordionHeader-chevron css-0" id="cds-react-aria-115"><path fill-rule="evenodd" clip-rule="evenodd" d="M14.293 10L5.646 1.354l.708-.708L15.707 10l-9.353 9.354-.708-.707L14.293 10z" fill="currentColor"></path></svg><div class="cds-AccordionHeader-content"><div class="cds-AccordionHeader-labelGroup"><span class=" css-6ecy9b">Is this program offered in other languages?</span></div></div></button></h3><div class="cds-187 cds-189" style="min-height:0px"><div class="cds-190"><div class="cds-191"><div aria-labelledby="cds-react-aria-114-accordion-header" id="cds-react-aria-114-accordion-panel" role="region"><div class="css-gvhm8"><div class="css-i3hxxx"><div class="rc-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>This certificate is currently available globally in English. You can also find Google Career Certificates available globally in the following languages: Turkish, German, Spanish, Arabic, Russian, and Indonesian Bahasa. We are working on adding more languages soon. Please continue to check back here for updates.</span></span></p></div></div></div></div></div></div></div></div></div></div></div></div></div><div aria-hidden="true" aria-posinset="6" aria-setsize="17" class="" role="listitem"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="faq_accordion" class="css-d101lu" role="presentation"><div class="css-fgk7n6"><div class="cds-AccordionRoot-focusContainer"><div class="cds-AccordionRoot-container cds-AccordionRoot-silent" id="cds-react-aria-116"><h3 aria-controls="cds-react-aria-116-accordion-panel" class="css-2i5uql"><button class="cds-149 cds-AccordionHeader-button css-1wk81cj" tabindex="0" type="button" aria-expanded="false" id="cds-react-aria-116-accordion-header"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="cds-AccordionHeader-chevron css-0" id="cds-react-aria-117"><path fill-rule="evenodd" clip-rule="evenodd" d="M14.293 10L5.646 1.354l.708-.708L15.707 10l-9.353 9.354-.708-.707L14.293 10z" fill="currentColor"></path></svg><div class="cds-AccordionHeader-content"><div class="cds-AccordionHeader-labelGroup"><span class=" css-6ecy9b">What background knowledge is necessary?</span></div></div></button></h3><div class="cds-187 cds-189" style="min-height:0px"><div class="cds-190"><div class="cds-191"><div aria-labelledby="cds-react-aria-116-accordion-header" id="cds-react-aria-116-accordion-panel" role="region"><div class="css-gvhm8"><div class="css-i3hxxx"><div class="rc-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>None! Whether you’re completely new to the job field or have had some exposure, a Google Career Certificate is the right program for you.</span></span></p></div></div></div></div></div></div></div></div></div></div></div></div></div><div aria-hidden="true" aria-posinset="7" aria-setsize="17" class="" role="listitem"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="faq_accordion" class="css-d101lu" role="presentation"><div class="css-fgk7n6"><div class="cds-AccordionRoot-focusContainer"><div class="cds-AccordionRoot-container cds-AccordionRoot-silent" id="cds-react-aria-118"><h3 aria-controls="cds-react-aria-118-accordion-panel" class="css-2i5uql"><button class="cds-149 cds-AccordionHeader-button css-1wk81cj" tabindex="0" type="button" aria-expanded="false" id="cds-react-aria-118-accordion-header"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="cds-AccordionHeader-chevron css-0" id="cds-react-aria-119"><path fill-rule="evenodd" clip-rule="evenodd" d="M14.293 10L5.646 1.354l.708-.708L15.707 10l-9.353 9.354-.708-.707L14.293 10z" fill="currentColor"></path></svg><div class="cds-AccordionHeader-content"><div class="cds-AccordionHeader-labelGroup"><span class=" css-6ecy9b">Do I need to take the courses in a specific order?</span></div></div></button></h3><div class="cds-187 cds-189" style="min-height:0px"><div class="cds-190"><div class="cds-191"><div aria-labelledby="cds-react-aria-118-accordion-header" id="cds-react-aria-118-accordion-panel" role="region"><div class="css-gvhm8"><div class="css-i3hxxx"><div class="rc-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>We highly recommend taking the courses of each certificate program in the order presented, as the content builds on information from earlier courses.</span></span></p></div></div></div></div></div></div></div></div></div></div></div></div></div><div aria-hidden="true" aria-posinset="8" aria-setsize="17" class="" role="listitem"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="faq_accordion" class="css-d101lu" role="presentation"><div class="css-fgk7n6"><div class="cds-AccordionRoot-focusContainer"><div class="cds-AccordionRoot-container cds-AccordionRoot-silent" id="cds-react-aria-120"><h3 aria-controls="cds-react-aria-120-accordion-panel" class="css-2i5uql"><button class="cds-149 cds-AccordionHeader-button css-1wk81cj" tabindex="0" type="button" aria-expanded="false" id="cds-react-aria-120-accordion-header"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="cds-AccordionHeader-chevron css-0" id="cds-react-aria-121"><path fill-rule="evenodd" clip-rule="evenodd" d="M14.293 10L5.646 1.354l.708-.708L15.707 10l-9.353 9.354-.708-.707L14.293 10z" fill="currentColor"></path></svg><div class="cds-AccordionHeader-content"><div class="cds-AccordionHeader-labelGroup"><span class=" css-6ecy9b">Will you be teaching R or Python?</span></div></div></button></h3><div class="cds-187 cds-189" style="min-height:0px"><div class="cds-190"><div class="cds-191"><div aria-labelledby="cds-react-aria-120-accordion-header" id="cds-react-aria-120-accordion-panel" role="region"><div class="css-gvhm8"><div class="css-i3hxxx"><div class="rc-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>This program teaches the open-source programming language, R. R is a great starting point for foundational data analysis, and offers helpful packages for beginners to apply to their projects. We do not cover Python in the curriculum but encourage learners to explore Python after completion if they'd like to continue their learning journey.</span></span></p></div></div></div></div></div></div></div></div></div></div></div></div></div><div aria-hidden="true" aria-posinset="9" aria-setsize="17" class="" role="listitem"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="faq_accordion" class="css-d101lu" role="presentation"><div class="css-fgk7n6"><div class="cds-AccordionRoot-focusContainer"><div class="cds-AccordionRoot-container cds-AccordionRoot-silent" id="cds-react-aria-122"><h3 aria-controls="cds-react-aria-122-accordion-panel" class="css-2i5uql"><button class="cds-149 cds-AccordionHeader-button css-1wk81cj" tabindex="0" type="button" aria-expanded="false" id="cds-react-aria-122-accordion-header"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="cds-AccordionHeader-chevron css-0" id="cds-react-aria-123"><path fill-rule="evenodd" clip-rule="evenodd" d="M14.293 10L5.646 1.354l.708-.708L15.707 10l-9.353 9.354-.708-.707L14.293 10z" fill="currentColor"></path></svg><div class="cds-AccordionHeader-content"><div class="cds-AccordionHeader-labelGroup"><span class=" css-6ecy9b">Which jobs does this program prepare for?</span></div></div></button></h3><div class="cds-187 cds-189" style="min-height:0px"><div class="cds-190"><div class="cds-191"><div aria-labelledby="cds-react-aria-122-accordion-header" id="cds-react-aria-122-accordion-panel" role="region"><div class="css-gvhm8"><div class="css-i3hxxx"><div class="rc-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>One of the most exciting parts of being a data analyst is the number of opportunities available. Nearly every company has the ability to collect data, and the amount of data is growing larger and larger. This has led to a higher demand for employees who can organize and analyze data to unearth insights. Organizations have trouble recruiting for positions that require data analysis skills, and demand for these jobs will continue to increase, with about 11.5 million data related jobs being created in the U.S. by 2026 (BLS).</span></span></p><p><span><span>A career in data analytics allows you the opportunity to specialize, this just means you’ll be focused on in-depth knowledge for an specific industry and your day to day work will revolve around problem solving for that industry. Some common titles can include: Junior Data Analyst, Junior Data Scientist, HR/Payroll Analyst, Finance Analyst, Operations Analyst, Business Intelligence Analyst, Healthcare Analyst and many more.</span></span></p></div></div></div></div></div></div></div></div></div></div></div></div></div><div aria-hidden="true" aria-posinset="10" aria-setsize="17" class="" role="listitem"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="faq_accordion" class="css-d101lu" role="presentation"><div class="css-fgk7n6"><div class="cds-AccordionRoot-focusContainer"><div class="cds-AccordionRoot-container cds-AccordionRoot-silent" id="cds-react-aria-124"><h3 aria-controls="cds-react-aria-124-accordion-panel" class="css-2i5uql"><button class="cds-149 cds-AccordionHeader-button css-1wk81cj" tabindex="0" type="button" aria-expanded="false" id="cds-react-aria-124-accordion-header"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="cds-AccordionHeader-chevron css-0" id="cds-react-aria-125"><path fill-rule="evenodd" clip-rule="evenodd" d="M14.293 10L5.646 1.354l.708-.708L15.707 10l-9.353 9.354-.708-.707L14.293 10z" fill="currentColor"></path></svg><div class="cds-AccordionHeader-content"><div class="cds-AccordionHeader-labelGroup"><span class=" css-6ecy9b">What will I be able to do upon completing the professional certificate?</span></div></div></button></h3><div class="cds-187 cds-189" style="min-height:0px"><div class="cds-190"><div class="cds-191"><div aria-labelledby="cds-react-aria-124-accordion-header" id="cds-react-aria-124-accordion-panel" role="region"><div class="css-gvhm8"><div class="css-i3hxxx"><div class="rc-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Google Career Certificates are designed to prepare you for an entry-level role in job fields like data analytics, digital marketing & e-commerce, IT support, project management, and UX design. Upon completion of a Google Career Certificate, like this one, certificate graduates in the U.S. will have the option to share their information with top U.S. employers that are hiring entry-level professionals, like Target, Infosys, Verizon, Wells Fargo and of course, Google. Employer consortiums are currently available in the U.S., Canada, India, Singapore, Indonesia and are coming to more countries soon. The employers included will vary by country.</span></span></p></div></div></div></div></div></div></div></div></div></div></div></div></div><div aria-hidden="true" aria-posinset="11" aria-setsize="17" class="" role="listitem"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="faq_accordion" class="css-d101lu" role="presentation"><div class="css-fgk7n6"><div class="cds-AccordionRoot-focusContainer"><div class="cds-AccordionRoot-container cds-AccordionRoot-silent" id="cds-react-aria-126"><h3 aria-controls="cds-react-aria-126-accordion-panel" class="css-2i5uql"><button class="cds-149 cds-AccordionHeader-button css-1wk81cj" tabindex="0" type="button" aria-expanded="false" id="cds-react-aria-126-accordion-header"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="cds-AccordionHeader-chevron css-0" id="cds-react-aria-127"><path fill-rule="evenodd" clip-rule="evenodd" d="M14.293 10L5.646 1.354l.708-.708L15.707 10l-9.353 9.354-.708-.707L14.293 10z" fill="currentColor"></path></svg><div class="cds-AccordionHeader-content"><div class="cds-AccordionHeader-labelGroup"><span class=" css-6ecy9b">What resources will be available to help with the job search process?</span></div></div></button></h3><div class="cds-187 cds-189" style="min-height:0px"><div class="cds-190"><div class="cds-191"><div aria-labelledby="cds-react-aria-126-accordion-header" id="cds-react-aria-126-accordion-panel" role="region"><div class="css-gvhm8"><div class="css-i3hxxx"><div class="rc-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>In addition to expert-led training and hands-on projects designed to prepare you for a job, you'll get access to </span></span><span><a target="_blank" rel="noopener nofollow noreferrer" href="https://grow.google/certificates/interview-warmup/?utm_source=cerpar&utm_medium=cours&utm_campaign=interviewwarmup&utm_content=xdp-faq" class="css-o9h0g5" tabindex="0"><span><span>an interview practice tool</span></span><svg aria-labelledby="cds-react-aria-128-title" fill="none" focusable="false" height="16" role="img" viewBox="0 0 16 16" width="16" class="css-1fxlwhd" id="cds-react-aria-128"><title id="cds-react-aria-128-title">Opens in a new tab</title><path fill-rule="evenodd" clip-rule="evenodd" d="M1.5 3.5H6v1H2.5v9h9V10h1v4.5h-11v-11zM13.5 2.5H10v-1h4.5V6h-1V2.5z" fill="currentColor"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M6.646 8.646l7-7 .708.708-7 7-.708-.708z" fill="currentColor"></path></svg></a></span><span><span>, mock interviews and resume building workshops, career coaching sessions and more. You'll also be able to connect with over 150 U.S. employers who are searching for candidates who have completed a Google Career Certificate. </span></span></p></div></div></div></div></div></div></div></div></div></div></div></div></div><div aria-hidden="true" aria-posinset="12" aria-setsize="17" class="" role="listitem"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="faq_accordion" class="css-d101lu" role="presentation"><div class="css-fgk7n6"><div class="cds-AccordionRoot-focusContainer"><div class="cds-AccordionRoot-container cds-AccordionRoot-silent" id="cds-react-aria-129"><h3 aria-controls="cds-react-aria-129-accordion-panel" class="css-2i5uql"><button class="cds-149 cds-AccordionHeader-button css-1wk81cj" tabindex="0" type="button" aria-expanded="false" id="cds-react-aria-129-accordion-header"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="cds-AccordionHeader-chevron css-0" id="cds-react-aria-130"><path fill-rule="evenodd" clip-rule="evenodd" d="M14.293 10L5.646 1.354l.708-.708L15.707 10l-9.353 9.354-.708-.707L14.293 10z" fill="currentColor"></path></svg><div class="cds-AccordionHeader-content"><div class="cds-AccordionHeader-labelGroup"><span class=" css-6ecy9b">Why did Google create this program?</span></div></div></button></h3><div class="cds-187 cds-189" style="min-height:0px"><div class="cds-190"><div class="cds-191"><div aria-labelledby="cds-react-aria-129-accordion-header" id="cds-react-aria-129-accordion-panel" role="region"><div class="css-gvhm8"><div class="css-i3hxxx"><div class="rc-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p data-text-variant="body2"><span><span>Google had long faced an issue that many other companies also contend with: We had open IT support roles, but not enough qualified candidates to fill them. So we built and tested a training program to provide pathways to jobs in technical support at Google for people with no college degree or experience. In 2018, Google launched the IT Support Certificate so that this training could be available to everyone. Since then, thousands of people have completed the program. In the United States, 75% of certificate graduates report a positive career outcome (e.g., new job, promotion, or raise) within six months of completion.¹</span></span></p><p data-text-variant="body2"><span><span>When we saw the positive impact this program was having on people all over the world, we expanded into additional fast-growing, high-paying career fields: cybersecurity, data analytics, digital marketing & e-commerce, project management and UX design. Built and taught by Google, these certificates prepare people from all backgrounds for jobs in fields with great demand for qualified candidates. No degree or previous experience is required. Graduates get the chance to connect directly with over 150 U.S. employers who are accepting Google Career Certificates for open jobs.</span></span></p><p data-text-variant="body2"><span><span>¹Based on program graduate survey, United States, 2022.</span></span></p><p><span><span></span></span></p></div></div></div></div></div></div></div></div></div></div></div></div></div><div aria-hidden="true" aria-posinset="13" aria-setsize="17" class="" role="listitem"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="faq_accordion" class="css-d101lu" role="presentation"><div class="css-fgk7n6"><div class="cds-AccordionRoot-focusContainer"><div class="cds-AccordionRoot-container cds-AccordionRoot-silent" id="cds-react-aria-131"><h3 aria-controls="cds-react-aria-131-accordion-panel" class="css-2i5uql"><button class="cds-149 cds-AccordionHeader-button css-1wk81cj" tabindex="0" type="button" aria-expanded="false" id="cds-react-aria-131-accordion-header"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="cds-AccordionHeader-chevron css-0" id="cds-react-aria-132"><path fill-rule="evenodd" clip-rule="evenodd" d="M14.293 10L5.646 1.354l.708-.708L15.707 10l-9.353 9.354-.708-.707L14.293 10z" fill="currentColor"></path></svg><div class="cds-AccordionHeader-content"><div class="cds-AccordionHeader-labelGroup"><span class=" css-6ecy9b">Can I get college credit for taking the Google Data Analytics Certificate?</span></div></div></button></h3><div class="cds-187 cds-189" style="min-height:0px"><div class="cds-190"><div class="cds-191"><div aria-labelledby="cds-react-aria-131-accordion-header" id="cds-react-aria-131-accordion-panel" role="region"><div class="css-gvhm8"><div class="css-i3hxxx"><div class="rc-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p data-text-variant="body1"><span><span>Those planning to attend a degree program can utilize</span></span><span><a target="_blank" rel="noopener nofollow noreferrer" href="https://www.acenet.edu/Programs-Services/Pages/Credit-Transcripts/Students.aspx" class="css-o9h0g5" tabindex="0"><span><span> ACE®️ recommendations</span></span><svg aria-labelledby="cds-react-aria-133-title" fill="none" focusable="false" height="16" role="img" viewBox="0 0 16 16" width="16" class="css-1fxlwhd" id="cds-react-aria-133"><title id="cds-react-aria-133-title">Opens in a new tab</title><path fill-rule="evenodd" clip-rule="evenodd" d="M1.5 3.5H6v1H2.5v9h9V10h1v4.5h-11v-11zM13.5 2.5H10v-1h4.5V6h-1V2.5z" fill="currentColor"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M6.646 8.646l7-7 .708.708-7 7-.708-.708z" fill="currentColor"></path></svg></a></span><span><span> or </span></span><span><a target="_blank" rel="noopener nofollow noreferrer" href="https://www.coursera.support/s/article/learner-000002117-ECTS-credit-recommendation-FAQs?language=en_US" class="css-o9h0g5" tabindex="0"><span><span>ECTS recommendations</span></span><svg aria-labelledby="cds-react-aria-134-title" fill="none" focusable="false" height="16" role="img" viewBox="0 0 16 16" width="16" class="css-1fxlwhd" id="cds-react-aria-134"><title id="cds-react-aria-134-title">Opens in a new tab</title><path fill-rule="evenodd" clip-rule="evenodd" d="M1.5 3.5H6v1H2.5v9h9V10h1v4.5h-11v-11zM13.5 2.5H10v-1h4.5V6h-1V2.5z" fill="currentColor"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M6.646 8.646l7-7 .708.708-7 7-.708-.708z" fill="currentColor"></path></svg></a></span><span><span>, the industry standard for translating workplace learning to college credit. Learners can earn an ACE recommendation of</span></span><span><a target="_blank" rel="noopener nofollow noreferrer" href="https://www.acenet.edu/National-Guide/Pages/Course.aspx?org=Google&cid=76f8bc06-34f9-eb11-94ef-000d3a3396c4" class="css-o9h0g5" tabindex="0"><span><span> up to 12 college credits</span></span><svg aria-labelledby="cds-react-aria-135-title" fill="none" focusable="false" height="16" role="img" viewBox="0 0 16 16" width="16" class="css-1fxlwhd" id="cds-react-aria-135"><title id="cds-react-aria-135-title">Opens in a new tab</title><path fill-rule="evenodd" clip-rule="evenodd" d="M1.5 3.5H6v1H2.5v9h9V10h1v4.5h-11v-11zM13.5 2.5H10v-1h4.5V6h-1V2.5z" fill="currentColor"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M6.646 8.646l7-7 .708.708-7 7-.708-.708z" fill="currentColor"></path></svg></a></span><span><span>, or 7 ECTS credits, for completing the Data Analytics Certificate. This aims to help open up additional pathways to learners who are interested in higher education, and prepare them for entry-level jobs.</span></span></p><p data-text-variant="body1"><span><span>To share proof of completion with schools, certificate graduates will receive an email prompting them to claim their</span></span><span><a target="_blank" rel="noopener nofollow noreferrer" href="https://www.credly.com/org/coursera/badge/google-data-analytics-certificate" class="css-o9h0g5" tabindex="0"><span><span> Credly</span></span><svg aria-labelledby="cds-react-aria-136-title" fill="none" focusable="false" height="16" role="img" viewBox="0 0 16 16" width="16" class="css-1fxlwhd" id="cds-react-aria-136"><title id="cds-react-aria-136-title">Opens in a new tab</title><path fill-rule="evenodd" clip-rule="evenodd" d="M1.5 3.5H6v1H2.5v9h9V10h1v4.5h-11v-11zM13.5 2.5H10v-1h4.5V6h-1V2.5z" fill="currentColor"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M6.646 8.646l7-7 .708.708-7 7-.708-.708z" fill="currentColor"></path></svg></a></span><span><span> badge, which contains the ACE ® ️ or ECTS credit recommendation. Once claimed, they will receive a competency-based transcript that signifies the credit recommendation, which can be shared directly with a school from the Credly platform. Please note that the decision to accept specific credit recommendations is up to each institution and is not guaranteed. </span></span></p></div></div></div></div></div></div></div></div></div></div></div></div></div><div aria-hidden="true" aria-posinset="14" aria-setsize="17" class="" role="listitem"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="faq_accordion" class="css-d101lu" role="presentation"><div class="css-fgk7n6"><div class="cds-AccordionRoot-focusContainer"><div class="cds-AccordionRoot-container cds-AccordionRoot-silent" id="cds-react-aria-137"><h3 aria-controls="cds-react-aria-137-accordion-panel" class="css-2i5uql"><button class="cds-149 cds-AccordionHeader-button css-1wk81cj" tabindex="0" type="button" aria-expanded="false" id="cds-react-aria-137-accordion-header"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="cds-AccordionHeader-chevron css-0" id="cds-react-aria-138"><path fill-rule="evenodd" clip-rule="evenodd" d="M14.293 10L5.646 1.354l.708-.708L15.707 10l-9.353 9.354-.708-.707L14.293 10z" fill="currentColor"></path></svg><div class="cds-AccordionHeader-content"><div class="cds-AccordionHeader-labelGroup"><span class=" css-6ecy9b">Does the Google Data Analytics Certificate include AI content?</span></div></div></button></h3><div class="cds-187 cds-189" style="min-height:0px"><div class="cds-190"><div class="cds-191"><div aria-labelledby="cds-react-aria-137-accordion-header" id="cds-react-aria-137-accordion-panel" role="region"><div class="css-gvhm8"><div class="css-i3hxxx"><div class="rc-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p data-text-variant="body1"><span><span>The Google Data Analytics Certificate features practical training and hands-on activities to help you leverage AI for data analytics. Learn how to use AI to help with ideas for data visualization, data cleaning, and data structuring directly from Google experts.</span></span></p><p><span><span></span></span></p></div></div></div></div></div></div></div></div></div></div></div></div></div><div aria-hidden="true" aria-posinset="15" aria-setsize="17" class="" role="listitem"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="faq_accordion" class="css-d101lu" role="presentation"><div class="css-fgk7n6"><div class="cds-AccordionRoot-focusContainer"><div class="cds-AccordionRoot-container cds-AccordionRoot-silent" id="cds-react-aria-139"><h3 aria-controls="cds-react-aria-139-accordion-panel" class="css-2i5uql"><button class="cds-149 cds-AccordionHeader-button css-1wk81cj" tabindex="0" type="button" aria-expanded="false" id="cds-react-aria-139-accordion-header"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="cds-AccordionHeader-chevron css-0" id="cds-react-aria-140"><path fill-rule="evenodd" clip-rule="evenodd" d="M14.293 10L5.646 1.354l.708-.708L15.707 10l-9.353 9.354-.708-.707L14.293 10z" fill="currentColor"></path></svg><div class="cds-AccordionHeader-content"><div class="cds-AccordionHeader-labelGroup"><span class=" css-6ecy9b">Is this course really 100% online? Do I need to attend any classes in person?</span></div></div></button></h3><div class="cds-187 cds-189" style="min-height:0px"><div class="cds-190"><div class="cds-191"><div aria-labelledby="cds-react-aria-139-accordion-header" id="cds-react-aria-139-accordion-panel" role="region"><div class="css-gvhm8"><div class="css-i3hxxx"><div class="rc-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>This course is completely online, so there’s no need to show up to a classroom in person. You can access your lectures, readings and assignments anytime and anywhere via the web or your mobile device.</span></span></p></div></div></div></div></div></div></div></div></div></div></div></div></div><div aria-hidden="true" aria-posinset="16" aria-setsize="17" class="" role="listitem"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="faq_accordion" class="css-d101lu" role="presentation"><div class="css-fgk7n6"><div class="cds-AccordionRoot-focusContainer"><div class="cds-AccordionRoot-container cds-AccordionRoot-silent" id="cds-react-aria-141"><h3 aria-controls="cds-react-aria-141-accordion-panel" class="css-2i5uql"><button class="cds-149 cds-AccordionHeader-button css-1wk81cj" tabindex="0" type="button" aria-expanded="false" id="cds-react-aria-141-accordion-header"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="cds-AccordionHeader-chevron css-0" id="cds-react-aria-142"><path fill-rule="evenodd" clip-rule="evenodd" d="M14.293 10L5.646 1.354l.708-.708L15.707 10l-9.353 9.354-.708-.707L14.293 10z" fill="currentColor"></path></svg><div class="cds-AccordionHeader-content"><div class="cds-AccordionHeader-labelGroup"><span class=" css-6ecy9b">What is the refund policy?</span></div></div></button></h3><div class="cds-187 cds-189" style="min-height:0px"><div class="cds-190"><div class="cds-191"><div aria-labelledby="cds-react-aria-141-accordion-header" id="cds-react-aria-141-accordion-panel" role="region"><div class="css-gvhm8"><div class="css-i3hxxx"><div class="rc-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>If you subscribed, you get a 7-day free trial during which you can cancel at no penalty. After that, we don’t give refunds, but you can cancel your subscription at any time. </span></span><span><a target="_blank" rel="noopener nofollow noreferrer" href="https://learner.coursera.help/hc/en-us/articles/208280266-Refund-policies" class="css-o9h0g5" tabindex="0"><span><span>See our full refund policy</span></span><svg aria-labelledby="cds-react-aria-143-title" fill="none" focusable="false" height="16" role="img" viewBox="0 0 16 16" width="16" class="css-1fxlwhd" id="cds-react-aria-143"><title id="cds-react-aria-143-title">Opens in a new tab</title><path fill-rule="evenodd" clip-rule="evenodd" d="M1.5 3.5H6v1H2.5v9h9V10h1v4.5h-11v-11zM13.5 2.5H10v-1h4.5V6h-1V2.5z" fill="currentColor"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M6.646 8.646l7-7 .708.708-7 7-.708-.708z" fill="currentColor"></path></svg></a></span><span><span>.</span></span></p></div></div></div></div></div></div></div></div></div></div></div></div></div><div aria-hidden="true" aria-posinset="17" aria-setsize="17" class="" role="listitem"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="faq_accordion" class="css-0" role="presentation"><div class="css-fgk7n6"><div class="cds-AccordionRoot-focusContainer"><div class="cds-AccordionRoot-container cds-AccordionRoot-silent" id="cds-react-aria-144"><h3 aria-controls="cds-react-aria-144-accordion-panel" class="css-2i5uql"><button class="cds-149 cds-AccordionHeader-button css-1wk81cj" tabindex="0" type="button" aria-expanded="false" id="cds-react-aria-144-accordion-header"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="cds-AccordionHeader-chevron css-0" id="cds-react-aria-145"><path fill-rule="evenodd" clip-rule="evenodd" d="M14.293 10L5.646 1.354l.708-.708L15.707 10l-9.353 9.354-.708-.707L14.293 10z" fill="currentColor"></path></svg><div class="cds-AccordionHeader-content"><div class="cds-AccordionHeader-labelGroup"><span class=" css-6ecy9b">Can I just enroll in a single course?</span></div></div></button></h3><div class="cds-187 cds-189" style="min-height:0px"><div class="cds-190"><div class="cds-191"><div aria-labelledby="cds-react-aria-144-accordion-header" id="cds-react-aria-144-accordion-panel" role="region"><div class="css-gvhm8"><div class="css-i3hxxx"><div class="rc-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Yes! To get started, click the course card that interests you and enroll. You can enroll and complete the course to earn a shareable certificate, or you can audit it to view the course materials for free. When you subscribe to a course that is part of a Certificate, you’re automatically subscribed to the full Certificate. Visit your learner dashboard to track your progress.</span></span></p></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div><button class="cds-149 cds-ShowMoreList-ctaButton cds-button-disableElevation cds-button-ghost css-1s96oj" tabindex="0" type="button" aria-controls="cds-react-aria-105-listContainer" aria-expanded="false" aria-label="17 frequently asked questions"><span class="cds-button-label"><span class="cds-button-startIcon"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="cds-ShowMoreList-ctaIcon css-0" id="cds-react-aria-146"><path fill-rule="evenodd" clip-rule="evenodd" d="M11.293 8L4.646 1.354l.708-.708L12.707 8l-7.353 7.354-.708-.707L11.293 8z" fill="currentColor"></path></svg></span>Show all 17 frequently asked questions</span></button></div></div></div></div></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-112"><div class="css-3eeqip"><div class="css-juy9sj"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" id="cds-react-aria-147" class="css-0"><g clip-path="url(#cds-react-aria-147_0)" fill="currentColor"><path fill-rule="evenodd" clip-rule="evenodd" d="M10 1.5a8.5 8.5 0 100 17 8.5 8.5 0 000-17zM.5 10a9.5 9.5 0 1119 0 9.5 9.5 0 01-19 0z"></path><path d="M10 15.78a.87.87 0 100-1.74.87.87 0 000 1.74zM10 4.38a3.26 3.26 0 00-3.32 3.19v.22h1v-.22a2.32 2.32 0 014.64 0 2.162 2.162 0 01-.68 1.58l-1.08 1a3.08 3.08 0 00-1 2.26v.22h1v-.22a2.16 2.16 0 01.68-1.57l1.08-1a3.1 3.1 0 001-2.26A3.26 3.26 0 0010 4.38z"></path></g><defs><clipPath id="cds-react-aria-147_0"><path fill="#fff" d="M0 0h20v20H0z"></path></clipPath></defs></svg><div class="css-1dkarxs"><div class="css-w1uga4"><h3 class="cds-7 cds-Typography-base css-h1jogs cds-9">More questions</h3></div><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="faq_help_center_link" class="css-b0z14z" role="presentation"><a class="cds-7 cds-1 cds-3 css-1ibxsrf cds-30" href="https://learner.coursera.help/hc/" target="_blank">Visit the learner help center</a></div></div></div></div></div></div></div></div></div></div></div></div><div data-testid="" id="" class="css-box8pc"></div><div class="css-1lzurvc"><div class="cds-37 css-1jxcc2q cds-38 cds-43" data-testid="block_layout"><div class="cds-45 css-1kspkkz cds-46 cds-55 cds-63"><div class="cds-45 css-1qech6y cds-47 cds-grid-item cds-92"><div class="cds-45 css-0 cds-46 cds-47 cds-grid-item"><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-114"><div class="css-34uwy5"><p>¹Lightcast™ US Job Postings (median salary with 0-5 years experience), Jan. 1, 2022 - Dec. 31, 2022). ²Positive career outcome (e.g., new job, promotion, or raise) within six months of completion. Based on program graduate survey, United States 2022. *Claim this limited-time offer by November 30, 11:59 PM PT. Valid for new Google Professional Certificate purchase only, limited to one per person. Offer only valid on English and Spanish certificate versions. Cannot be used in conjunction with other offers. Coursera reserves the right to modify or cancel the promotion at any time. Free enrollment into Google AI Essentials triggered upon purchase of Google Professional Certificate subscription. Access to Google AI Essentials is 180 days from purchase date of Google Professional Certificate. Coursera reserves the right to revoke Google AI Essentials access if the learner does not pay for Google Professional Certificate. Offer value may differ based on location. Terms for promotional offers apply.</p></div></div></div></div></div></div></div><div data-e2e="mobile-cta-module" class="css-10wbtda"><div class="with-enroll-modal"><div class="css-1etbrex"><form action="/professional-certificates/google-data-analytics" method="GET" class="css-1y2xaj9"><input type="hidden" name="action" value="enroll"/><button class="cds-149 cds-button-disableElevation cds-button-primary css-1ma56ty" tabindex="0" type="submit" data-e2e="enroll-button" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="enroll_button" aria-disabled="false"><span class="cds-button-label"><div><span data-test="enroll-button-label">Enroll for Free</span><div class="startdate rc-StartDateString font-xs" data-test="start-date-string"><span>Starts Nov 27</span></div></div></span></button></form></div></div></div><div class="rc-S12nXDPSchemaMarkup"><div> <script type="application/ld+json"> {"@context":"http://schema.org","@graph":[{"@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"item":{"name":"Browse","@id":"https://www.coursera.org/browse"}},{"@type":"ListItem","position":2,"item":{"name":"Data Science","@id":"https://www.coursera.org/browse/data-science"}},{"@type":"ListItem","position":3,"item":{"name":"Data Analysis","@id":"https://www.coursera.org/browse/data-science/data-analysis#specialization"}}]},{"@id":"https://www.coursera.org/professional-certificates/google-data-analytics#specialization","@type":"Course","name":"Google Data Analytics","url":"https://www.coursera.org/professional-certificates/google-data-analytics","About":{"@type":"Thing","name":[],"subjectOf":"Google Data Analytics"},"description":"Offered by Google. 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to="/government?utm_campaign=website&utm_content=corp-to-home-footer-for-government&utm_medium=coursera&utm_source=enterprise" class="rc-SubFooterSection__content-column-link-text">For Government</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.seo_directory_link" data-click-value="{"href":"/campus?utm_campaign=website&utm_content=corp-to-home-footer-for-campus&utm_medium=coursera&utm_source=enterprise","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="/campus?utm_campaign=website&utm_content=corp-to-home-footer-for-campus&utm_medium=coursera&utm_source=enterprise" href="/campus?utm_campaign=website&utm_content=corp-to-home-footer-for-campus&utm_medium=coursera&utm_source=enterprise" to="/campus?utm_campaign=website&utm_content=corp-to-home-footer-for-campus&utm_medium=coursera&utm_source=enterprise" class="rc-SubFooterSection__content-column-link-text">For Campus</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.seo_directory_link" data-click-value="{"href":"https://partnerships.coursera.org/?utm_medium=coursera&utm_source=partnerships&utm_campaign=website&utm_content=corp-to-home-footer-become-a-partner","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://partnerships.coursera.org/?utm_medium=coursera&utm_source=partnerships&utm_campaign=website&utm_content=corp-to-home-footer-become-a-partner" href="https://partnerships.coursera.org/?utm_medium=coursera&utm_source=partnerships&utm_campaign=website&utm_content=corp-to-home-footer-become-a-partner" to="https://partnerships.coursera.org/?utm_medium=coursera&utm_source=partnerships&utm_campaign=website&utm_content=corp-to-home-footer-become-a-partner" class="rc-SubFooterSection__content-column-link-text">Become a Partner</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.seo_directory_link" data-click-value="{"href":"/social-impact","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="/social-impact" href="/social-impact" to="/social-impact" class="rc-SubFooterSection__content-column-link-text">Social Impact</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.org/courses?query=free","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://www.coursera.org/courses?query=free" href="https://www.coursera.org/courses?query=free" to="https://www.coursera.org/courses?query=free" class="rc-SubFooterSection__content-column-link-text" __typename="Seo_ComponentLink" id="ComponentLink~09f2f10c10976ef1bd695faec2a91a4c">Free Courses</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.org/explore/ects-credit-recommendation","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://www.coursera.org/explore/ects-credit-recommendation" href="https://www.coursera.org/explore/ects-credit-recommendation" to="https://www.coursera.org/explore/ects-credit-recommendation" class="rc-SubFooterSection__content-column-link-text" __typename="Seo_ComponentLink" id="ComponentLink~ec65139883d0e2169d45f6b64fb6c0dd">ECTS Credit Recommendations</a></li></ul></div><div class="cds-45 rc-SubFooterSection lohp-rebrand css-0 cds-47 cds-grid-item cds-97"><p class="rc-SubFooterSection__header lohp-rebrand css-6ecy9b">Community</p><ul class="rc-SubFooterSection__content-column-links" role="list"><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.community","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://www.coursera.community" href="https://www.coursera.community" to="https://www.coursera.community" class="rc-SubFooterSection__content-column-link-text">Learners</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.org/partners","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://www.coursera.org/partners" href="https://www.coursera.org/partners" to="https://www.coursera.org/partners" class="rc-SubFooterSection__content-column-link-text">Partners</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.support/s/article/360000152926-Become-a-Coursera-beta-tester","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://www.coursera.support/s/article/360000152926-Become-a-Coursera-beta-tester" href="https://www.coursera.support/s/article/360000152926-Become-a-Coursera-beta-tester" to="https://www.coursera.support/s/article/360000152926-Become-a-Coursera-beta-tester" class="rc-SubFooterSection__content-column-link-text">Beta Testers</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.seo_directory_link" data-click-value="{"href":"https://blog.coursera.org","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://blog.coursera.org" href="https://blog.coursera.org" to="https://blog.coursera.org" class="rc-SubFooterSection__content-column-link-text" target="_blank" rel="noopener noreferrer">Blog</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.seo_directory_link" data-click-value="{"href":"https://open.spotify.com/show/58M36bneU7REOofdPZxe6A","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://open.spotify.com/show/58M36bneU7REOofdPZxe6A" href="https://open.spotify.com/show/58M36bneU7REOofdPZxe6A" to="https://open.spotify.com/show/58M36bneU7REOofdPZxe6A" class="rc-SubFooterSection__content-column-link-text">The Coursera Podcast</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.seo_directory_link" data-click-value="{"href":"https://medium.com/coursera-engineering","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://medium.com/coursera-engineering" href="https://medium.com/coursera-engineering" to="https://medium.com/coursera-engineering" class="rc-SubFooterSection__content-column-link-text" target="_blank" rel="noopener noreferrer">Tech Blog</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.seo_directory_link" data-click-value="{"href":"/teaching-center","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="/teaching-center" href="/teaching-center" to="/teaching-center" class="rc-SubFooterSection__content-column-link-text" target="_blank" rel="noopener noreferrer">Teaching Center</a></li></ul></div><div class="cds-45 rc-SubFooterSection lohp-rebrand css-0 cds-47 cds-grid-item cds-97"><p class="rc-SubFooterSection__header lohp-rebrand css-6ecy9b">More</p><ul class="rc-SubFooterSection__content-column-links" role="list"><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.seo_directory_link" data-click-value="{"href":"/about/press","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="/about/press" href="/about/press" to="/about/press" class="rc-SubFooterSection__content-column-link-text">Press</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.seo_directory_link" 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data-click-value="{"href":"/about/terms","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="/about/terms" href="/about/terms" to="/about/terms" class="rc-SubFooterSection__content-column-link-text">Terms</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.seo_directory_link" data-click-value="{"href":"/about/privacy","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="/about/privacy" href="/about/privacy" to="/about/privacy" class="rc-SubFooterSection__content-column-link-text">Privacy</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.seo_directory_link" data-click-value="{"href":"https://learner.coursera.help/hc","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://learner.coursera.help/hc" href="https://learner.coursera.help/hc" to="https://learner.coursera.help/hc" class="rc-SubFooterSection__content-column-link-text">Help</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.seo_directory_link" data-click-value="{"href":"https://learner.coursera.help/hc/articles/360050668591-Accessibility-Statement","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://learner.coursera.help/hc/articles/360050668591-Accessibility-Statement" href="https://learner.coursera.help/hc/articles/360050668591-Accessibility-Statement" to="https://learner.coursera.help/hc/articles/360050668591-Accessibility-Statement" class="rc-SubFooterSection__content-column-link-text">Accessibility</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.seo_directory_link" data-click-value="{"href":"/about/contact","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="/about/contact" href="/about/contact" to="/about/contact" class="rc-SubFooterSection__content-column-link-text">Contact</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.org/articles","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://www.coursera.org/articles" href="https://www.coursera.org/articles" to="https://www.coursera.org/articles" class="rc-SubFooterSection__content-column-link-text">Articles</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.seo_directory_link" data-click-value="{"href":"/directory","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_professional_certificate_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="/directory" href="/directory" to="/directory" class="rc-SubFooterSection__content-column-link-text">Directory</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.seo_directory_link" data-click-value="{"href":"https://about.coursera.org/affiliates","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND"}" data-track="true" 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data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://coursera_assets.s3.amazonaws.com/footer/Modern+Slavery+Statement+(April+2024).pdf" href="https://coursera_assets.s3.amazonaws.com/footer/Modern+Slavery+Statement+(April+2024).pdf" to="https://coursera_assets.s3.amazonaws.com/footer/Modern+Slavery+Statement+(April+2024).pdf" class="rc-SubFooterSection__content-column-link-text" target="_blank" rel="noopener noreferrer">Modern Slavery Statement</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.seo_directory_link" data-click-value="{"href":"/about/cookies-manage","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" 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They prepare, process, analyze, and visualize data, discovering patterns and trends and answering key questions along the way. Their work empowers their wider team to make better business decisions. \u003C\u002Ftext\u003E\u003C\u002Fco-content\u003E","dtdId":"s12n\u002F1","htmlWithMetadata":{"__typename":"CmlHtmlWithMetadata","html":"\u003Cdiv class=\"cmlToHtml-content-container\" style=\"white-space: pre-wrap\"\u003E\u003Cp\u003EData analysts make sense of data and numbers to help organizations make better business decisions. They prepare, process, analyze, and visualize data, discovering patterns and trends and answering key questions along the way. Their work empowers their wider team to make better business decisions. \u003C\u002Fp\u003E\u003C\u002Fdiv\u003E","metadata":{"__typename":"CmlHtmlMetadata","hasAssetBlock":false,"hasCodeBlock":false,"hasMath":false,"isPlainText":true}}},"question":{"__typename":"CmlContent","cmlValue":"\u003Cco-content\u003E\u003Ctext\u003EWhy start a career in data analytics?\u003C\u002Ftext\u003E\u003C\u002Fco-content\u003E","dtdId":"s12n\u002F1","htmlWithMetadata":{"__typename":"CmlHtmlWithMetadata","html":"\u003Cdiv class=\"cmlToHtml-content-container\" style=\"white-space: pre-wrap\"\u003E\u003Cp\u003EWhy start a career in data analytics?\u003C\u002Fp\u003E\u003C\u002Fdiv\u003E","metadata":{"__typename":"CmlHtmlMetadata","hasAssetBlock":false,"hasCodeBlock":false,"hasMath":false,"isPlainText":true}}}},"DescriptionPage_Faq:705e8b73-d827-45fb-87f2-19aa1f83bc45":{"__typename":"DescriptionPage_Faq","id":"705e8b73-d827-45fb-87f2-19aa1f83bc45","answer":{"__typename":"CmlContent","cmlValue":"\u003Cco-content\u003E\u003Ctext\u003EOrganizations of all kinds, in industries as varied as entertainment, finance, health care, tech, and more, need data analysts to help them improve their processes and launch new products. \u003C\u002Ftext\u003E\u003C\u002Fco-content\u003E","dtdId":"s12n\u002F1","htmlWithMetadata":{"__typename":"CmlHtmlWithMetadata","html":"\u003Cdiv class=\"cmlToHtml-content-container\" style=\"white-space: pre-wrap\"\u003E\u003Cp\u003EOrganizations of all kinds, in industries as varied as entertainment, finance, health care, tech, and more, need data analysts to help them improve their processes and launch new products. \u003C\u002Fp\u003E\u003C\u002Fdiv\u003E","metadata":{"__typename":"CmlHtmlMetadata","hasAssetBlock":false,"hasCodeBlock":false,"hasMath":false,"isPlainText":true}}},"question":{"__typename":"CmlContent","cmlValue":"\u003Cco-content\u003E\u003Ctext\u003EWhat kind of companies hire Data Analytics professionals?\u003C\u002Ftext\u003E\u003C\u002Fco-content\u003E","dtdId":"s12n\u002F1","htmlWithMetadata":{"__typename":"CmlHtmlWithMetadata","html":"\u003Cdiv class=\"cmlToHtml-content-container\" style=\"white-space: pre-wrap\"\u003E\u003Cp\u003EWhat kind of companies hire Data Analytics professionals?\u003C\u002Fp\u003E\u003C\u002Fdiv\u003E","metadata":{"__typename":"CmlHtmlMetadata","hasAssetBlock":false,"hasCodeBlock":false,"hasMath":false,"isPlainText":true}}}},"DescriptionPage_Faq:a3ead197-90d5-4774-8ec3-47aa7da771f8":{"__typename":"DescriptionPage_Faq","id":"a3ead197-90d5-4774-8ec3-47aa7da771f8","answer":{"__typename":"CmlContent","cmlValue":"\u003Cco-content\u003E\u003Ctext\u003EIn the U.S. and Canada, Coursera charges $49 per month after the initial 7-day free trial period. The Google Data Analytics Certificate can be completed in less than 6 months at under 10 hours per week of part-time study, so most learners can complete the certificate for less than $300 USD. In other countries where Google Career Certificates are available, your cost may be lower.\u003C\u002Ftext\u003E\u003Ctext\u003E\u003C\u002Ftext\u003E\u003C\u002Fco-content\u003E","dtdId":"s12n\u002F1","htmlWithMetadata":{"__typename":"CmlHtmlWithMetadata","html":"\u003Cdiv class=\"cmlToHtml-content-container\" style=\"white-space: pre-wrap\"\u003E\u003Cp\u003EIn the U.S. and Canada, Coursera charges $49 per month after the initial 7-day free trial period. The Google Data Analytics Certificate can be completed in less than 6 months at under 10 hours per week of part-time study, so most learners can complete the certificate for less than $300 USD. In other countries where Google Career Certificates are available, your cost may be lower.\u003C\u002Fp\u003E\u003Cp\u003E\u003C\u002Fp\u003E\u003C\u002Fdiv\u003E","metadata":{"__typename":"CmlHtmlMetadata","hasAssetBlock":false,"hasCodeBlock":false,"hasMath":false,"isPlainText":true}}},"question":{"__typename":"CmlContent","cmlValue":"\u003Cco-content\u003E\u003Ctext\u003EHow much does this certificate cost?\u003C\u002Ftext\u003E\u003C\u002Fco-content\u003E","dtdId":"s12n\u002F1","htmlWithMetadata":{"__typename":"CmlHtmlWithMetadata","html":"\u003Cdiv class=\"cmlToHtml-content-container\" style=\"white-space: pre-wrap\"\u003E\u003Cp\u003EHow much does this certificate cost?\u003C\u002Fp\u003E\u003C\u002Fdiv\u003E","metadata":{"__typename":"CmlHtmlMetadata","hasAssetBlock":false,"hasCodeBlock":false,"hasMath":false,"isPlainText":true}}}},"DescriptionPage_Faq:4a51afe7-0169-4069-b4a5-6f05f9cfea86":{"__typename":"DescriptionPage_Faq","id":"4a51afe7-0169-4069-b4a5-6f05f9cfea86","answer":{"__typename":"CmlContent","cmlValue":"\u003Cco-content\u003E\u003Ctext\u003EThis certificate is currently available globally in English. You can also find Google Career Certificates available globally in the following languages: Turkish, German, Spanish, Arabic, Russian, and Indonesian Bahasa. We are working on adding more languages soon. Please continue to check back here for updates.\u003C\u002Ftext\u003E\u003C\u002Fco-content\u003E","dtdId":"s12n\u002F1","htmlWithMetadata":{"__typename":"CmlHtmlWithMetadata","html":"\u003Cdiv class=\"cmlToHtml-content-container\" style=\"white-space: pre-wrap\"\u003E\u003Cp\u003EThis certificate is currently available globally in English. You can also find Google Career Certificates available globally in the following languages: Turkish, German, Spanish, Arabic, Russian, and Indonesian Bahasa. We are working on adding more languages soon. Please continue to check back here for updates.\u003C\u002Fp\u003E\u003C\u002Fdiv\u003E","metadata":{"__typename":"CmlHtmlMetadata","hasAssetBlock":false,"hasCodeBlock":false,"hasMath":false,"isPlainText":true}}},"question":{"__typename":"CmlContent","cmlValue":"\u003Cco-content\u003E\u003Ctext\u003EIs this program offered in other languages?\u003C\u002Ftext\u003E\u003C\u002Fco-content\u003E","dtdId":"s12n\u002F1","htmlWithMetadata":{"__typename":"CmlHtmlWithMetadata","html":"\u003Cdiv class=\"cmlToHtml-content-container\" style=\"white-space: pre-wrap\"\u003E\u003Cp\u003EIs this program offered in other languages?\u003C\u002Fp\u003E\u003C\u002Fdiv\u003E","metadata":{"__typename":"CmlHtmlMetadata","hasAssetBlock":false,"hasCodeBlock":false,"hasMath":false,"isPlainText":true}}}},"DescriptionPage_Faq:b3a3c3e3-dd16-49e5-9114-0e0812ee4fe2":{"__typename":"DescriptionPage_Faq","id":"b3a3c3e3-dd16-49e5-9114-0e0812ee4fe2","answer":{"__typename":"CmlContent","cmlValue":"\u003Cco-content\u003E\u003Ctext\u003ENone! Whether you’re completely new to the job field or have had some exposure, a Google Career Certificate is the right program for you.\u003C\u002Ftext\u003E\u003C\u002Fco-content\u003E","dtdId":"s12n\u002F1","htmlWithMetadata":{"__typename":"CmlHtmlWithMetadata","html":"\u003Cdiv class=\"cmlToHtml-content-container\" style=\"white-space: pre-wrap\"\u003E\u003Cp\u003ENone! Whether you’re completely new to the job field or have had some exposure, a Google Career Certificate is the right program for you.\u003C\u002Fp\u003E\u003C\u002Fdiv\u003E","metadata":{"__typename":"CmlHtmlMetadata","hasAssetBlock":false,"hasCodeBlock":false,"hasMath":false,"isPlainText":true}}},"question":{"__typename":"CmlContent","cmlValue":"\u003Cco-content\u003E\u003Ctext\u003EWhat background knowledge is necessary?\u003C\u002Ftext\u003E\u003C\u002Fco-content\u003E","dtdId":"s12n\u002F1","htmlWithMetadata":{"__typename":"CmlHtmlWithMetadata","html":"\u003Cdiv class=\"cmlToHtml-content-container\" style=\"white-space: pre-wrap\"\u003E\u003Cp\u003EWhat background knowledge is necessary?\u003C\u002Fp\u003E\u003C\u002Fdiv\u003E","metadata":{"__typename":"CmlHtmlMetadata","hasAssetBlock":false,"hasCodeBlock":false,"hasMath":false,"isPlainText":true}}}},"DescriptionPage_Faq:96061f7d-dd95-4f9f-bcda-318cf1207f5b":{"__typename":"DescriptionPage_Faq","id":"96061f7d-dd95-4f9f-bcda-318cf1207f5b","answer":{"__typename":"CmlContent","cmlValue":"\u003Cco-content\u003E\u003Ctext\u003EWe highly recommend taking the courses of each certificate program in the order presented, as the content builds on information from earlier courses.\u003C\u002Ftext\u003E\u003C\u002Fco-content\u003E","dtdId":"s12n\u002F1","htmlWithMetadata":{"__typename":"CmlHtmlWithMetadata","html":"\u003Cdiv class=\"cmlToHtml-content-container\" style=\"white-space: pre-wrap\"\u003E\u003Cp\u003EWe highly recommend taking the courses of each certificate program in the order presented, as the content builds on information from earlier courses.\u003C\u002Fp\u003E\u003C\u002Fdiv\u003E","metadata":{"__typename":"CmlHtmlMetadata","hasAssetBlock":false,"hasCodeBlock":false,"hasMath":false,"isPlainText":true}}},"question":{"__typename":"CmlContent","cmlValue":"\u003Cco-content\u003E\u003Ctext\u003EDo I need to take the courses in a specific order?\u003C\u002Ftext\u003E\u003C\u002Fco-content\u003E","dtdId":"s12n\u002F1","htmlWithMetadata":{"__typename":"CmlHtmlWithMetadata","html":"\u003Cdiv class=\"cmlToHtml-content-container\" style=\"white-space: pre-wrap\"\u003E\u003Cp\u003EDo I need to take the courses in a specific order?\u003C\u002Fp\u003E\u003C\u002Fdiv\u003E","metadata":{"__typename":"CmlHtmlMetadata","hasAssetBlock":false,"hasCodeBlock":false,"hasMath":false,"isPlainText":true}}}},"DescriptionPage_Faq:51315760-0f6e-4a45-a3e3-469abefc4e4c":{"__typename":"DescriptionPage_Faq","id":"51315760-0f6e-4a45-a3e3-469abefc4e4c","answer":{"__typename":"CmlContent","cmlValue":"\u003Cco-content\u003E\u003Ctext\u003EThis program teaches the open-source programming language, R. R is a great starting point for foundational data analysis, and offers helpful packages for beginners to apply to their projects. We do not cover Python in the curriculum but encourage learners to explore Python after completion if they'd like to continue their learning journey.\u003C\u002Ftext\u003E\u003C\u002Fco-content\u003E","dtdId":"s12n\u002F1","htmlWithMetadata":{"__typename":"CmlHtmlWithMetadata","html":"\u003Cdiv class=\"cmlToHtml-content-container\" style=\"white-space: pre-wrap\"\u003E\u003Cp\u003EThis program teaches the open-source programming language, R. R is a great starting point for foundational data analysis, and offers helpful packages for beginners to apply to their projects. We do not cover Python in the curriculum but encourage learners to explore Python after completion if they'd like to continue their learning journey.\u003C\u002Fp\u003E\u003C\u002Fdiv\u003E","metadata":{"__typename":"CmlHtmlMetadata","hasAssetBlock":false,"hasCodeBlock":false,"hasMath":false,"isPlainText":true}}},"question":{"__typename":"CmlContent","cmlValue":"\u003Cco-content\u003E\u003Ctext\u003EWill you be teaching R or Python?\u003C\u002Ftext\u003E\u003C\u002Fco-content\u003E","dtdId":"s12n\u002F1","htmlWithMetadata":{"__typename":"CmlHtmlWithMetadata","html":"\u003Cdiv class=\"cmlToHtml-content-container\" style=\"white-space: pre-wrap\"\u003E\u003Cp\u003EWill you be teaching R or Python?\u003C\u002Fp\u003E\u003C\u002Fdiv\u003E","metadata":{"__typename":"CmlHtmlMetadata","hasAssetBlock":false,"hasCodeBlock":false,"hasMath":false,"isPlainText":true}}}},"DescriptionPage_Faq:16069ba6-d6b3-4d1c-b519-e3bdfaa067a9":{"__typename":"DescriptionPage_Faq","id":"16069ba6-d6b3-4d1c-b519-e3bdfaa067a9","answer":{"__typename":"CmlContent","cmlValue":"\u003Cco-content\u003E\u003Ctext\u003EOne of the most exciting parts of being a data analyst is the number of opportunities available. Nearly every company has the ability to collect data, and the amount of data is growing larger and larger. This has led to a higher demand for employees who can organize and analyze data to unearth insights. Organizations have trouble recruiting for positions that require data analysis skills, and demand for these jobs will continue to increase, with about 11.5 million data related jobs being created in the U.S. by 2026 (BLS).\u003C\u002Ftext\u003E\u003Ctext\u003EA career in data analytics allows you the opportunity to specialize, this just means you’ll be focused on in-depth knowledge for an specific industry and your day to day work will revolve around problem solving for that industry. Some common titles can include: Junior Data Analyst, Junior Data Scientist, HR\u002FPayroll Analyst, Finance Analyst, Operations Analyst, Business Intelligence Analyst, Healthcare Analyst and many more.\u003C\u002Ftext\u003E\u003C\u002Fco-content\u003E","dtdId":"s12n\u002F1","htmlWithMetadata":{"__typename":"CmlHtmlWithMetadata","html":"\u003Cdiv class=\"cmlToHtml-content-container\" style=\"white-space: pre-wrap\"\u003E\u003Cp\u003EOne of the most exciting parts of being a data analyst is the number of opportunities available. Nearly every company has the ability to collect data, and the amount of data is growing larger and larger. This has led to a higher demand for employees who can organize and analyze data to unearth insights. Organizations have trouble recruiting for positions that require data analysis skills, and demand for these jobs will continue to increase, with about 11.5 million data related jobs being created in the U.S. by 2026 (BLS).\u003C\u002Fp\u003E\u003Cp\u003EA career in data analytics allows you the opportunity to specialize, this just means you’ll be focused on in-depth knowledge for an specific industry and your day to day work will revolve around problem solving for that industry. Some common titles can include: Junior Data Analyst, Junior Data Scientist, HR\u002FPayroll Analyst, Finance Analyst, Operations Analyst, Business Intelligence Analyst, Healthcare Analyst and many more.\u003C\u002Fp\u003E\u003C\u002Fdiv\u003E","metadata":{"__typename":"CmlHtmlMetadata","hasAssetBlock":false,"hasCodeBlock":false,"hasMath":false,"isPlainText":true}}},"question":{"__typename":"CmlContent","cmlValue":"\u003Cco-content\u003E\u003Ctext\u003EWhich jobs does this program prepare for?\u003C\u002Ftext\u003E\u003C\u002Fco-content\u003E","dtdId":"s12n\u002F1","htmlWithMetadata":{"__typename":"CmlHtmlWithMetadata","html":"\u003Cdiv class=\"cmlToHtml-content-container\" style=\"white-space: pre-wrap\"\u003E\u003Cp\u003EWhich jobs does this program prepare for?\u003C\u002Fp\u003E\u003C\u002Fdiv\u003E","metadata":{"__typename":"CmlHtmlMetadata","hasAssetBlock":false,"hasCodeBlock":false,"hasMath":false,"isPlainText":true}}}},"DescriptionPage_Faq:e7f5ba82-3b8e-4ac4-b73d-f471ecfb829b":{"__typename":"DescriptionPage_Faq","id":"e7f5ba82-3b8e-4ac4-b73d-f471ecfb829b","answer":{"__typename":"CmlContent","cmlValue":"\u003Cco-content\u003E\u003Ctext\u003EGoogle Career Certificates are designed to prepare you for an entry-level role in job fields like data analytics, digital marketing & e-commerce, IT support, project management, and UX design. Upon completion of a Google Career Certificate, like this one, certificate graduates in the U.S. will have the option to share their information with top U.S. employers that are hiring entry-level professionals, like Target, Infosys, Verizon, Wells Fargo and of course, Google. Employer consortiums are currently available in the U.S., Canada, India, Singapore, Indonesia and are coming to more countries soon. The employers included will vary by country.\u003C\u002Ftext\u003E\u003C\u002Fco-content\u003E","dtdId":"s12n\u002F1","htmlWithMetadata":{"__typename":"CmlHtmlWithMetadata","html":"\u003Cdiv class=\"cmlToHtml-content-container\" style=\"white-space: pre-wrap\"\u003E\u003Cp\u003EGoogle Career Certificates are designed to prepare you for an entry-level role in job fields like data analytics, digital marketing & e-commerce, IT support, project management, and UX design. Upon completion of a Google Career Certificate, like this one, certificate graduates in the U.S. will have the option to share their information with top U.S. employers that are hiring entry-level professionals, like Target, Infosys, Verizon, Wells Fargo and of course, Google. Employer consortiums are currently available in the U.S., Canada, India, Singapore, Indonesia and are coming to more countries soon. The employers included will vary by country.\u003C\u002Fp\u003E\u003C\u002Fdiv\u003E","metadata":{"__typename":"CmlHtmlMetadata","hasAssetBlock":false,"hasCodeBlock":false,"hasMath":false,"isPlainText":true}}},"question":{"__typename":"CmlContent","cmlValue":"\u003Cco-content\u003E\u003Ctext\u003EWhat will I be able to do upon completing the professional certificate?\u003C\u002Ftext\u003E\u003C\u002Fco-content\u003E","dtdId":"s12n\u002F1","htmlWithMetadata":{"__typename":"CmlHtmlWithMetadata","html":"\u003Cdiv class=\"cmlToHtml-content-container\" style=\"white-space: pre-wrap\"\u003E\u003Cp\u003EWhat will I be able to do upon completing the professional certificate?\u003C\u002Fp\u003E\u003C\u002Fdiv\u003E","metadata":{"__typename":"CmlHtmlMetadata","hasAssetBlock":false,"hasCodeBlock":false,"hasMath":false,"isPlainText":true}}}},"DescriptionPage_Faq:58365f08-e42e-4c92-9b69-c288b463fc7d":{"__typename":"DescriptionPage_Faq","id":"58365f08-e42e-4c92-9b69-c288b463fc7d","answer":{"__typename":"CmlContent","cmlValue":"\u003Cco-content\u003E\u003Ctext\u003EIn addition to expert-led training and hands-on projects designed to prepare you for a job, you'll get access to \u003Ca href=\"https:\u002F\u002Fgrow.google\u002Fcertificates\u002Finterview-warmup\u002F?utm_source=cerpar&utm_medium=cours&utm_campaign=interviewwarmup&utm_content=xdp-faq\" title=\"\"\u003Ean interview practice tool\u003C\u002Fa\u003E, mock interviews and resume building workshops, career coaching sessions and more. You'll also be able to connect with over 150 U.S. employers who are searching for candidates who have completed a Google Career Certificate. \u003C\u002Ftext\u003E\u003C\u002Fco-content\u003E","dtdId":"s12n\u002F1","htmlWithMetadata":{"__typename":"CmlHtmlWithMetadata","html":"\u003Cdiv class=\"cmlToHtml-content-container\" style=\"white-space: pre-wrap\"\u003E\u003Cp\u003EIn addition to expert-led training and hands-on projects designed to prepare you for a job, you'll get access to \u003Ca href=\"https:\u002F\u002Fgrow.google\u002Fcertificates\u002Finterview-warmup\u002F?utm_source=cerpar&utm_medium=cours&utm_campaign=interviewwarmup&utm_content=xdp-faq\" title=\"\" target=\"_blank\" rel=\"noopener nofollow\" aria-label=\"\"\u003Ean interview practice tool\u003C\u002Fa\u003E, mock interviews and resume building workshops, career coaching sessions and more. You'll also be able to connect with over 150 U.S. employers who are searching for candidates who have completed a Google Career Certificate. \u003C\u002Fp\u003E\u003C\u002Fdiv\u003E","metadata":{"__typename":"CmlHtmlMetadata","hasAssetBlock":false,"hasCodeBlock":false,"hasMath":false,"isPlainText":false}}},"question":{"__typename":"CmlContent","cmlValue":"\u003Cco-content\u003E\u003Ctext\u003EWhat resources will be available to help with the job search process?\u003C\u002Ftext\u003E\u003C\u002Fco-content\u003E","dtdId":"s12n\u002F1","htmlWithMetadata":{"__typename":"CmlHtmlWithMetadata","html":"\u003Cdiv class=\"cmlToHtml-content-container\" style=\"white-space: pre-wrap\"\u003E\u003Cp\u003EWhat resources will be available to help with the job search process?\u003C\u002Fp\u003E\u003C\u002Fdiv\u003E","metadata":{"__typename":"CmlHtmlMetadata","hasAssetBlock":false,"hasCodeBlock":false,"hasMath":false,"isPlainText":true}}}},"DescriptionPage_Faq:97be0892-a9d0-4895-8e7b-07df29bfb91e":{"__typename":"DescriptionPage_Faq","id":"97be0892-a9d0-4895-8e7b-07df29bfb91e","answer":{"__typename":"CmlContent","cmlValue":"\u003Cco-content\u003E\u003Ctext variant=\"body2\"\u003EGoogle had long faced an issue that many other companies also contend with: We had open IT support roles, but not enough qualified candidates to fill them. So we built and tested a training program to provide pathways to jobs in technical support at Google for people with no college degree or experience. In 2018, Google launched the IT Support Certificate so that this training could be available to everyone. Since then, thousands of people have completed the program. In the United States, 75% of certificate graduates report a positive career outcome (e.g., new job, promotion, or raise) within six months of completion.¹\u003C\u002Ftext\u003E\u003Ctext variant=\"body2\"\u003EWhen we saw the positive impact this program was having on people all over the world, we expanded into additional fast-growing, high-paying career fields: cybersecurity, data analytics, digital marketing & e-commerce, project management and UX design. Built and taught by Google, these certificates prepare people from all backgrounds for jobs in fields with great demand for qualified candidates. No degree or previous experience is required. Graduates get the chance to connect directly with over 150 U.S. employers who are accepting Google Career Certificates for open jobs.\u003C\u002Ftext\u003E\u003Ctext variant=\"body2\"\u003E¹Based on program graduate survey, United States, 2022.\u003C\u002Ftext\u003E\u003Ctext\u003E\u003C\u002Ftext\u003E\u003C\u002Fco-content\u003E","dtdId":"s12n\u002F1","htmlWithMetadata":{"__typename":"CmlHtmlWithMetadata","html":"\u003Cdiv class=\"cmlToHtml-content-container\" style=\"white-space: pre-wrap\"\u003E\u003Cp data-text-variant=\"body2\"\u003EGoogle had long faced an issue that many other companies also contend with: We had open IT support roles, but not enough qualified candidates to fill them. So we built and tested a training program to provide pathways to jobs in technical support at Google for people with no college degree or experience. In 2018, Google launched the IT Support Certificate so that this training could be available to everyone. Since then, thousands of people have completed the program. In the United States, 75% of certificate graduates report a positive career outcome (e.g., new job, promotion, or raise) within six months of completion.¹\u003C\u002Fp\u003E\u003Cp data-text-variant=\"body2\"\u003EWhen we saw the positive impact this program was having on people all over the world, we expanded into additional fast-growing, high-paying career fields: cybersecurity, data analytics, digital marketing & e-commerce, project management and UX design. Built and taught by Google, these certificates prepare people from all backgrounds for jobs in fields with great demand for qualified candidates. No degree or previous experience is required. 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This aims to help open up additional pathways to learners who are interested in higher education, and prepare them for entry-level jobs.\u003C\u002Ftext\u003E\u003Ctext variant=\"body1\"\u003ETo share proof of completion with schools, certificate graduates will receive an email prompting them to claim their\u003Ca href=\"https:\u002F\u002Fwww.credly.com\u002Forg\u002Fcoursera\u002Fbadge\u002Fgoogle-data-analytics-certificate\" title=\"\"\u003E Credly\u003C\u002Fa\u003E badge, which contains the ACE ® ️ or ECTS credit recommendation.  Once claimed, they will receive a competency-based transcript that signifies the credit recommendation, which can be shared directly with a school from the Credly platform. 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After that, we don’t give refunds, but you can cancel your subscription at any time. \u003Ca href=\"https:\u002F\u002Flearner.coursera.help\u002Fhc\u002Fen-us\u002Farticles\u002F208280266-Refund-policies\"\u003ESee our full refund policy\u003C\u002Fa\u003E.\u003C\u002Ftext\u003E\u003C\u002Fco-content\u003E","dtdId":"","htmlWithMetadata":{"__typename":"CmlHtmlWithMetadata","html":"\u003Cdiv class=\"cmlToHtml-content-container\" style=\"white-space: pre-wrap\"\u003E\u003Cp\u003EIf you subscribed, you get a 7-day free trial during which you can cancel at no penalty. After that, we don’t give refunds, but you can cancel your subscription at any time. \u003Ca href=\"https:\u002F\u002Flearner.coursera.help\u002Fhc\u002Fen-us\u002Farticles\u002F208280266-Refund-policies\" target=\"_blank\" rel=\"noopener nofollow\" aria-label=\"\"\u003ESee our full refund policy\u003C\u002Fa\u003E.\u003C\u002Fp\u003E\u003C\u002Fdiv\u003E","metadata":{"__typename":"CmlHtmlMetadata","hasAssetBlock":false,"hasCodeBlock":false,"hasMath":false,"isPlainText":false}}},"question":{"__typename":"CmlContent","cmlValue":"\u003Cco-content\u003E\u003Ctext\u003EWhat is the refund policy?\u003C\u002Ftext\u003E\u003C\u002Fco-content\u003E","dtdId":"","htmlWithMetadata":{"__typename":"CmlHtmlWithMetadata","html":"\u003Cdiv class=\"cmlToHtml-content-container\" style=\"white-space: pre-wrap\"\u003E\u003Cp\u003EWhat is the refund policy?\u003C\u002Fp\u003E\u003C\u002Fdiv\u003E","metadata":{"__typename":"CmlHtmlMetadata","hasAssetBlock":false,"hasCodeBlock":false,"hasMath":false,"isPlainText":true}}}},"DescriptionPage_Faq:3ba4b472-d314-4a0a-a71f-1888014ae944":{"__typename":"DescriptionPage_Faq","id":"3ba4b472-d314-4a0a-a71f-1888014ae944","answer":{"__typename":"CmlContent","cmlValue":"\u003Cco-content\u003E\u003Ctext\u003EYes! To get started, click the course card that interests you and enroll. You can enroll and complete the course to earn a shareable certificate, or you can audit it to view the course materials for free. When you subscribe to a course that is part of a Certificate, you’re automatically subscribed to the full Certificate. Visit your learner dashboard to track your progress.\u003C\u002Ftext\u003E\u003C\u002Fco-content\u003E","dtdId":"","htmlWithMetadata":{"__typename":"CmlHtmlWithMetadata","html":"\u003Cdiv class=\"cmlToHtml-content-container\" style=\"white-space: pre-wrap\"\u003E\u003Cp\u003EYes! To get started, click the course card that interests you and enroll. You can enroll and complete the course to earn a shareable certificate, or you can audit it to view the course materials for free. When you subscribe to a course that is part of a Certificate, you’re automatically subscribed to the full Certificate. Visit your learner dashboard to track your progress.\u003C\u002Fp\u003E\u003C\u002Fdiv\u003E","metadata":{"__typename":"CmlHtmlMetadata","hasAssetBlock":false,"hasCodeBlock":false,"hasMath":false,"isPlainText":true}}},"question":{"__typename":"CmlContent","cmlValue":"\u003Cco-content\u003E\u003Ctext\u003ECan I just enroll in a single course?\u003C\u002Ftext\u003E\u003C\u002Fco-content\u003E","dtdId":"","htmlWithMetadata":{"__typename":"CmlHtmlWithMetadata","html":"\u003Cdiv class=\"cmlToHtml-content-container\" style=\"white-space: pre-wrap\"\u003E\u003Cp\u003ECan I just enroll in a single course?\u003C\u002Fp\u003E\u003C\u002Fdiv\u003E","metadata":{"__typename":"CmlHtmlMetadata","hasAssetBlock":false,"hasCodeBlock":false,"hasMath":false,"isPlainText":true}}}},"DescriptionPage_Partner:463":{"__typename":"DescriptionPage_Partner","id":"463","accentColor":"#fbbc05","classLogo":"https:\u002F\u002Fd3njjcbhbojbot.cloudfront.net\u002Fapi\u002Futilities\u002Fv1\u002Fimageproxy\u002Fhttp:\u002F\u002Fcoursera-university-assets.s3.amazonaws.com\u002Ffa\u002F79e521abf14610b4fec9d677901916\u002F0.png","description":"Grow with Google is an initiative that draws on Google's decades-long history of building products, platforms, and services that help people and businesses grow. 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if (injectedString.search('EPIC_SITE_HOME_PLACEHOLDER') >= 0) { return {}; } var epicResponse = injectedString && injectedString !== undefined ? JSON.parse(injectedString) : {}; return epicResponse.elements || {}; })(); /* globals coursera */ /* eslint-disable quotes */ coursera.user = (function() { var userJson = "{}"; try { return JSON.parse(userJson); } catch (e) { return {}; } })(); /* globals coursera*/ // Defines a named AMD module containing the course ID coursera.courseId = (function() { return '{{ ONDEMAND_COURSE_ID_PLACEHOLDER }}'; })(); </script></body></html>