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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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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-163 { 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-164 { 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-165 { display: none; } } @media (min-width:0px) { .cds-166 { display: none; } } @media (max-width:599.95px) { .cds-167 { display: none; } } @media (min-width:600px) and (max-width:1023.95px) { .cds-168 { display: none; } } @media (min-width:600px) { .cds-169 { display: none; } } @media (max-width:1023.95px) { .cds-170 { display: none; } } @media (min-width:1024px) and (max-width:1439.95px) { .cds-171 { display: none; } } @media (min-width:1024px) { .cds-172 { display: none; } } @media (max-width:1439.95px) { .cds-173 { display: none; } } @media (min-width:1440px) and (max-width:1919.95px) { .cds-174 { display: none; } } @media (min-width:1440px) { .cds-175 { display: none; } } @media (max-width:1919.95px) { .cds-176 { display: none; } } @media (min-width:1920px) { .cds-177 { display: none; } } @media (min-width:1920px) { .cds-178 { display: none; } } @media (min-width:0px) { .cds-179 { 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 { background-color: rgba(0, 0, 0, 0.08); } .cds-185 { width: 1px; height: 100%; } .cds-186 { 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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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Gain the in-demand skills and hands-on experience to get job-ready in less than 4 months. No prior experience required.</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/37/77670911ef45c38688f2987b943f78/SN_200x200_V3.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/37/77670911ef45c38688f2987b943f78/SN_200x200_V3.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/37/77670911ef45c38688f2987b943f78/SN_200x200_V3.jpg?auto=format%2Ccompress&dpr=3&w=75&h=75&fit=crop 3x" class="css-1hhx4js" style="max-width:75px;max-height:75px" alt="IBM Skills Network Team"/></div><div class="css-1tv877x"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera-instructor-photos.s3.amazonaws.com/d0/8739e4d7de451996c4d700d143b0ad/Pooja2.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/d0/8739e4d7de451996c4d700d143b0ad/Pooja2.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/d0/8739e4d7de451996c4d700d143b0ad/Pooja2.jpg?auto=format%2Ccompress&dpr=3&w=75&h=75&fit=crop 3x" class="css-1hhx4js" style="max-width:75px;max-height:75px" alt="Dr. Pooja"/></div><div class="css-1tv877x"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera-instructor-photos.s3.amazonaws.com/b1/39a6c90a8f474386e16246333b0652/Shubhra-Das.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/b1/39a6c90a8f474386e16246333b0652/Shubhra-Das.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/b1/39a6c90a8f474386e16246333b0652/Shubhra-Das.jpg?auto=format%2Ccompress&dpr=3&w=75&h=75&fit=crop 3x" class="css-1hhx4js" style="max-width:75px;max-height:75px" alt="Shubhra Das"/></div></div><div class="css-wdxrh4"><div class="css-guxf6x"><p class=" css-4s48ix"><span>Instructors: <a data-click-key="unified_description_page.consumer_professional_certificate_page.click.hero_instructor" data-click-value="{"href":"/instructor/ibm-skills-network","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/ibm-skills-network" href="/instructor/ibm-skills-network" to="/instructor/ibm-skills-network" class="cds-7 cds-1 cds-3 css-9gmd4r cds-30"><span class=" css-4s48ix">IBM Skills Network Team</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="hero_instructors_modal_link" class="cds-149 cds-button-disableElevation cds-button-ghost css-fuzqlj" tabindex="0" role="button" type="button"><span class="cds-button-label"><span class=" css-6ecy9b">+9 more</span></span></button></span></p><div role="presentation" dir="ltr" id="cds-react-aria-10" class="css-bhx7nn" style="position:fixed;z-index:10000;right:0;bottom:0;top:0;left:0;visibility:hidden"><div class="cds-163 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-a9c968e6-c339-4c45-a221-dfe78e3f4ee1" aria-labelledby="cds-react-aria-10-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-11" 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-10-headingGroup" class="css-1xq57z9"><h2 class=" css-tlf8h5">Instructors</h2></div><div id="dialog-content-a9c968e6-c339-4c45-a221-dfe78e3f4ee1" class="css-11krhap"><div class="cds-45 css-0 cds-46"><div class="cds-45 css-1gjys39 cds-47 cds-grid-item cds-92 cds-114"><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/37/77670911ef45c38688f2987b943f78/SN_200x200_V3.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/37/77670911ef45c38688f2987b943f78/SN_200x200_V3.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/37/77670911ef45c38688f2987b943f78/SN_200x200_V3.jpg?auto=format%2Ccompress&dpr=3&w=75&h=75&fit=crop 3x" class="css-1hhx4js" style="max-width:75px;max-height:75px" alt="IBM Skills Network Team"/></div><div><div><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.hero_instructor" data-click-value="{"href":"/instructor/ibm-skills-network","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/ibm-skills-network" href="/instructor/ibm-skills-network" to="/instructor/ibm-skills-network" class="cds-7 cds-1 cds-3 css-1yholzq cds-30"><span class=" css-6ecy9b">IBM Skills Network Team</span></a></div><div class=" css-kimdhf">IBM</div><div class="css-1dd751w"><span class=" css-kimdhf"><span>58 Courses</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span class=" css-kimdhf"><span>1,005,471 learners</span></span></div></div></div></div><div class="cds-45 css-1gjys39 cds-47 cds-grid-item cds-92 cds-114"><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/d0/8739e4d7de451996c4d700d143b0ad/Pooja2.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/d0/8739e4d7de451996c4d700d143b0ad/Pooja2.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/d0/8739e4d7de451996c4d700d143b0ad/Pooja2.jpg?auto=format%2Ccompress&dpr=3&w=75&h=75&fit=crop 3x" class="css-1hhx4js" style="max-width:75px;max-height:75px" alt="Dr. Pooja"/></div><div><div><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.hero_instructor" data-click-value="{"href":"/instructor/~125758299","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/~125758299" href="/instructor/~125758299" to="/instructor/~125758299" class="cds-7 cds-1 cds-3 css-1yholzq cds-30"><span class=" css-6ecy9b">Dr. Pooja</span></a></div><div class=" css-kimdhf">IBM</div><div class="css-1dd751w"><span class=" css-kimdhf"><span>4 Courses</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span class=" css-kimdhf"><span>307,360 learners</span></span></div></div></div></div><div class="cds-45 css-1gjys39 cds-47 cds-grid-item cds-92 cds-114"><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/b1/39a6c90a8f474386e16246333b0652/Shubhra-Das.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/b1/39a6c90a8f474386e16246333b0652/Shubhra-Das.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/b1/39a6c90a8f474386e16246333b0652/Shubhra-Das.jpg?auto=format%2Ccompress&dpr=3&w=75&h=75&fit=crop 3x" class="css-1hhx4js" style="max-width:75px;max-height:75px" alt="Shubhra Das"/></div><div><div><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.hero_instructor" data-click-value="{"href":"/instructor/shubhradas","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/shubhradas" href="/instructor/shubhradas" to="/instructor/shubhradas" class="cds-7 cds-1 cds-3 css-1yholzq cds-30"><span class=" css-6ecy9b">Shubhra Das</span></a></div><div class=" css-kimdhf">SkillUp EdTech</div><div class="css-1dd751w"><span class=" css-kimdhf"><span>6 Courses</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span class=" css-kimdhf"><span>5,143 learners</span></span></div></div></div></div><div class="cds-45 css-1gjys39 cds-47 cds-grid-item cds-92 cds-114"><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/1d/3310b2d1af4e57b934e0cc1f121be8/200-200-EDTECH-BLUE-BACKGROUND-01.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/1d/3310b2d1af4e57b934e0cc1f121be8/200-200-EDTECH-BLUE-BACKGROUND-01.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/1d/3310b2d1af4e57b934e0cc1f121be8/200-200-EDTECH-BLUE-BACKGROUND-01.jpg?auto=format%2Ccompress&dpr=3&w=75&h=75&fit=crop 3x" class="css-1hhx4js" style="max-width:75px;max-height:75px" alt="Skill-Up EdTech Team"/></div><div><div><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.hero_instructor" data-click-value="{"href":"/instructor/skillup-edtech","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/skillup-edtech" href="/instructor/skillup-edtech" to="/instructor/skillup-edtech" class="cds-7 cds-1 cds-3 css-1yholzq cds-30"><span class=" css-6ecy9b">Skill-Up EdTech Team</span></a></div><div class=" css-kimdhf">SkillUp EdTech</div><div class="css-1dd751w"><span class=" css-kimdhf"><span>66 Courses</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span class=" css-kimdhf"><span>118,342 learners</span></span></div></div></div></div><div class="cds-45 css-1gjys39 cds-47 cds-grid-item cds-92 cds-114"><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/64/67e4c0b5c74d489ac4dda2937f8dd7/Murtaza-Haider-headshot_May-2019.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/64/67e4c0b5c74d489ac4dda2937f8dd7/Murtaza-Haider-headshot_May-2019.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/64/67e4c0b5c74d489ac4dda2937f8dd7/Murtaza-Haider-headshot_May-2019.jpg?auto=format%2Ccompress&dpr=3&w=75&h=75&fit=crop 3x" class="css-1hhx4js" style="max-width:75px;max-height:75px" alt="Murtaza Haider"/></div><div><div><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.hero_instructor" data-click-value="{"href":"/instructor/~1527904","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/~1527904" href="/instructor/~1527904" to="/instructor/~1527904" class="cds-7 cds-1 cds-3 css-1yholzq cds-30"><span class=" css-6ecy9b">Murtaza Haider</span></a></div><div class=" css-kimdhf">IBM</div><div class="css-1dd751w"><span class=" css-kimdhf"><span>3 Courses</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span class=" css-kimdhf"><span>41,360 learners</span></span></div></div></div></div><div class="cds-45 css-1gjys39 cds-47 cds-grid-item cds-92 cds-114"><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/d6/c2a550312d11e8a1a3b7898153781d/ravahuja.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/d6/c2a550312d11e8a1a3b7898153781d/ravahuja.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/d6/c2a550312d11e8a1a3b7898153781d/ravahuja.jpg?auto=format%2Ccompress&dpr=3&w=75&h=75&fit=crop 3x" class="css-1hhx4js" style="max-width:75px;max-height:75px" alt="Rav Ahuja"/></div><div><div><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.hero_instructor" data-click-value="{"href":"/instructor/ravahuja","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/ravahuja" href="/instructor/ravahuja" to="/instructor/ravahuja" class="cds-7 cds-1 cds-3 css-1yholzq cds-30"><span class=" css-6ecy9b">Rav Ahuja</span></a></div><div class=" css-kimdhf">IBM</div><div class="css-1dd751w"><span class=" css-kimdhf"><span>53 Courses</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span class=" css-kimdhf"><span>3,057,507 learners</span></span></div></div></div></div><div class="cds-45 css-1gjys39 cds-47 cds-grid-item cds-92 cds-114"><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/74/07ef9dd52140c3ae0b76db420f5a30/IMG_0523_cropped-copy.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/74/07ef9dd52140c3ae0b76db420f5a30/IMG_0523_cropped-copy.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/74/07ef9dd52140c3ae0b76db420f5a30/IMG_0523_cropped-copy.jpg?auto=format%2Ccompress&dpr=3&w=75&h=75&fit=crop 3x" class="css-1hhx4js" style="max-width:75px;max-height:75px" alt="Sandip Saha Joy"/></div><div><div><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.hero_instructor" data-click-value="{"href":"/instructor/sandipsahajoy","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/sandipsahajoy" href="/instructor/sandipsahajoy" to="/instructor/sandipsahajoy" class="cds-7 cds-1 cds-3 css-1yholzq cds-30"><span class=" css-6ecy9b">Sandip Saha Joy</span></a></div><div class=" css-kimdhf">IBM</div><div class="css-1dd751w"><span class=" css-kimdhf"><span>5 Courses</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span class=" css-kimdhf"><span>469,778 learners</span></span></div></div></div></div><div class="cds-45 css-1gjys39 cds-47 cds-grid-item cds-92 cds-114"><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/cb/e1d9fd5c074eafb5f3fde34cc9c5cb/SR1.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/cb/e1d9fd5c074eafb5f3fde34cc9c5cb/SR1.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/cb/e1d9fd5c074eafb5f3fde34cc9c5cb/SR1.jpg?auto=format%2Ccompress&dpr=3&w=75&h=75&fit=crop 3x" class="css-1hhx4js" style="max-width:75px;max-height:75px" alt="Steve Ryan"/></div><div><div><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.hero_instructor" data-click-value="{"href":"/instructor/stever","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/stever" href="/instructor/stever" to="/instructor/stever" class="cds-7 cds-1 cds-3 css-1yholzq cds-30"><span class=" css-6ecy9b">Steve Ryan</span></a></div><div class=" css-kimdhf">IBM</div><div class="css-1dd751w"><span class=" css-kimdhf"><span>12 Courses</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span class=" css-kimdhf"><span>489,110 learners</span></span></div></div></div></div><div class="cds-45 css-1gjys39 cds-47 cds-grid-item cds-92 cds-114"><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/41/280b2a7d964b068408f1064142c466/kevin_mcfaul---headshot-resized-.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/41/280b2a7d964b068408f1064142c466/kevin_mcfaul---headshot-resized-.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/41/280b2a7d964b068408f1064142c466/kevin_mcfaul---headshot-resized-.jpg?auto=format%2Ccompress&dpr=3&w=75&h=75&fit=crop 3x" class="css-1hhx4js" style="max-width:75px;max-height:75px" alt="Kevin McFaul"/></div><div><div><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.hero_instructor" data-click-value="{"href":"/instructor/~74013819","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/~74013819" href="/instructor/~74013819" to="/instructor/~74013819" class="cds-7 cds-1 cds-3 css-1yholzq cds-30"><span class=" css-6ecy9b">Kevin McFaul</span></a></div><div class=" css-kimdhf">IBM</div><div class="css-1dd751w"><span class=" css-kimdhf"><span>2 Courses</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span class=" css-kimdhf"><span>161,552 learners</span></span></div></div></div></div><div class="cds-45 css-1gjys39 cds-47 cds-grid-item cds-92 cds-114"><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/49/4df941de044993a7530127686f06d1/Ramesh-Image.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/49/4df941de044993a7530127686f06d1/Ramesh-Image.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/49/4df941de044993a7530127686f06d1/Ramesh-Image.jpg?auto=format%2Ccompress&dpr=3&w=75&h=75&fit=crop 3x" class="css-1hhx4js" style="max-width:75px;max-height:75px" alt="Ramesh Sannareddy"/></div><div><div><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.hero_instructor" data-click-value="{"href":"/instructor/~75088416","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/~75088416" href="/instructor/~75088416" to="/instructor/~75088416" class="cds-7 cds-1 cds-3 css-1yholzq cds-30"><span class=" css-6ecy9b">Ramesh Sannareddy</span></a></div><div class=" css-kimdhf">IBM</div><div class="css-1dd751w"><span class=" css-kimdhf"><span>12 Courses</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span class=" css-kimdhf"><span>329,325 learners</span></span></div></div></div></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 class="css-o97br"></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/bi-analyst" 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 24</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>19,818</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-172"><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">10 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">4.7</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">(441 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-163 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-bddfa4ca-531e-4999-fa49-85e25ac3233c" 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-bddfa4ca-531e-4999-fa49-85e25ac3233c" class="css-11krhap"><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>No prerequisites, or specific previous background, or college degree, or special hardware or software is 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>4 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">Prepare for 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-170"><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">10 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">4.7</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">(441 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-163 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-3ea04d60-a177-416a-b9ca-9d11059f8036" 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-3ea04d60-a177-416a-b9ca-9d11059f8036" class="css-11krhap"><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>No prerequisites, or specific previous background, or college degree, or special hardware or software is 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>4 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">Prepare for 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-170"><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>Build skills in SQL queries, relational databases, data gathering and cleaning, data warehousing, data analysis and reporting techniques.</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>Apply statistical analysis methods to identify trends, create visualizations, and build dashboards using Tableau, Excel, Cognos, and Looker.</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>Generate valuable insights through data warehousing, profiling, and evaluation, leading to informed decision-making and process improvement.</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>Utilize BI analytics to consult with stakeholders, define goals, implement strategies, and develop effective projects for a rewarding career in BI.</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%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=data%20wrangling","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND","skill":"Data Wrangling"}" 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%20wrangling" href="https://www.coursera.org/courses?query=data%20wrangling" to="https://www.coursera.org/courses?query=data%20wrangling" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">Data Wrangling</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%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=bi%20analytics","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND","skill":"BI analytics"}" 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=bi%20analytics" href="https://www.coursera.org/courses?query=bi%20analytics" to="https://www.coursera.org/courses?query=bi%20analytics" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">BI analytics</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%20warehousing","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND","skill":"Data Warehousing"}" 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%20warehousing" href="https://www.coursera.org/courses?query=data%20warehousing" to="https://www.coursera.org/courses?query=data%20warehousing" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">Data Warehousing</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%20with%20tableau","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND","skill":"Data visualization with Tableau"}" 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%20with%20tableau" href="https://www.coursera.org/courses?query=data%20visualization%20with%20tableau" to="https://www.coursera.org/courses?query=data%20visualization%20with%20tableau" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">Data visualization with Tableau</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%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=data%20mining","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND","skill":"Data Mining"}" 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%20mining" href="https://www.coursera.org/courses?query=data%20mining" to="https://www.coursera.org/courses?query=data%20mining" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">Data Mining</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=tableau%20reporting%20and%20dashboard%20creation","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND","skill":"Tableau reporting and dashboard creation"}" 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%20reporting%20and%20dashboard%20creation" href="https://www.coursera.org/courses?query=tableau%20reporting%20and%20dashboard%20creation" to="https://www.coursera.org/courses?query=tableau%20reporting%20and%20dashboard%20creation" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">Tableau reporting and dashboard creation</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=relational%20database%20management%20systems%20(rdbms)","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND","skill":"Relational Database Management Systems (RDBMS)"}" 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=relational%20database%20management%20systems%20(rdbms)" href="https://www.coursera.org/courses?query=relational%20database%20management%20systems%20(rdbms)" to="https://www.coursera.org/courses?query=relational%20database%20management%20systems%20(rdbms)" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">Relational Database Management Systems (RDBMS)</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=database%20querying%20using%20sql","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_professional_certificate_page"},"schema_type":"FRONTEND","skill":"Database querying using 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=database%20querying%20using%20sql" href="https://www.coursera.org/courses?query=database%20querying%20using%20sql" to="https://www.coursera.org/courses?query=database%20querying%20using%20sql" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">Database querying using SQL</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>24 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 Information Technology</h2><ul class="css-q8or2b"><li>Receive professional-level training from IBM</li><li>Demonstrate your proficiency in portfolio-ready projects</li><li>Earn an employer-recognized certificate from IBM</li></ul></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-114 cds-127"><div><div class="css-1ayzl37"><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></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></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_cert_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-qwswsz"><div class="css-mc1uvo"><div class="css-h4rs9z"><img alt="Placeholder" src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/images/de1a6556fbe605411e8c1c2ca4ba45f1.png?auto=format%2Ccompress&dpr=2&blur=200&px=8&max-w=259" class="css-3gbnhs"/><div class="lazyload-wrapper"><div class="lazyload-placeholder"></div></div></div></div></div><div class="css-1sdlybt"><div class="cds-45 css-0 cds-46"><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-115"><div class="css-1o5q1ld"><h2 class="cds-7 css-3i3jpd cds-9">Earn a career certificate</h2><p class=" css-4s48ix">Add this credential to your LinkedIn profile, resume, or CV</p><p class=" css-4s48ix">Share it on social media and in your performance review</p></div></div><div class="cds-45 css-1k3d0x1 cds-47 cds-grid-item cds-92 cds-113"><div class="css-17emgr3"><div class="css-16jkw5e"></div></div><div class="css-19pqny"><div class="css-m7vdx0"><img alt="Placeholder" src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/images/de1a6556fbe605411e8c1c2ca4ba45f1.png?auto=format%2Ccompress&dpr=2&blur=200&px=8&max-w=333" 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 id="courses" 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 cds-115 cds-130"><h2 class="cds-7 cds-Typography-base css-bbd009 cds-9"><span>Professional Certificate - 10 course series</span><div class="css-1wwut41"></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 career in the field of Business Intelligence (BI), and learn in-demand skills like SQL, Excel, and data management to get job-ready in less than 4 months, with no prior experience needed to get started.</span></span></p><p><span><span>Business Intelligence analysts transform raw data into meaningful insights that drive strategic decision-making within an organization. They also prepare market intelligence and financial reports.</span></span></p><p><span><span>This program will teach you about data collection, analysis, visualization, and reporting - honing your skills in developing data models and deriving invaluable insights for making informed decisions. You will analyze data from a variety of data sources such as relational databases and data warehouses.</span></span></p><p><span><span>This program will not only help you start your career in business intelligence, but also provide a strong foundation for future career development in other paths such as data analytics, data science, data engineering, supply chain or healthcare.</span></span></p><p><span><span>You’ll also utilize the latest tools used by business intelligence analysts including Tableau, IBM Cognos, Google Looker, and Excel. You’ll apply statistical analysis methods to visualize data, create interactive dashboards and present data in a compelling manner.</span></span></p><p><span><span>Upon completion, you‘ll have a portfolio of projects and a Professional Certificate from IBM to showcase your expertise. You will also gain access to resources to help you in your BI Analyst job search, including resume development and interview preparation.</span></span></p><p><span><span>Applied Learning Project</span></span></p><p data-text-variant="body1"><span><span>Throughout this Professional Certificate, you will complete hands-on labs and projects to help you gain practical experience with:</span></span></p><ul><li aria-level="1" aria-posinset="1"><p data-text-variant="body1"><span><span>Overview of the BI process</span></span></p></li><li aria-level="1" aria-posinset="2"><p data-text-variant="body1"><span><span>Clean, prepare, and analyze data in Excel</span></span></p></li><li aria-level="1" aria-posinset="3"><p data-text-variant="body1"><span><span>Create visualizations and dashboards using Cognos Analytics, Google Looker Studio, and Excel</span></span></p></li><li aria-level="1" aria-posinset="4"><p data-text-variant="body1"><span><span>Analyze sales performance and forecast future sales based on historical data</span></span></p></li><li aria-level="1" aria-posinset="5"><p data-text-variant="body1"><span><span>Manage and query databases by working with real word datasets</span></span></p></li><li aria-level="1" aria-posinset="6"><p data-text-variant="body1"><span><span>Utilize advanced SQL techniques like Joins, Cubes, Rollups, and Materialized Views</span></span></p></li><li aria-level="1" aria-posinset="7"><p data-text-variant="body1"><span><span>Design and populate data warehouses and use IBM Cognos to construct an analytics dashboard</span></span></p></li><li aria-level="1" aria-posinset="8"><p data-text-variant="body1"><span><span>Import and transform data in Tableau</span></span></p></li><li aria-level="1" aria-posinset="9"><p data-text-variant="body1"><span><span>Create interactive visualizations and dashboards in Tableau</span></span></p></li><li aria-level="1" aria-posinset="10"><p data-text-variant="body1"><span><span>Project BI Analysis presentation and documentation</span></span></p></li></ul></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-26"><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":"Business Intelligence (BI) Essentials","href":"/learn/business-intelligence-essentials?specialization=bi-analyst","namespace":{"action":"click","app":"unified_description_page","component":"sdp_course_list_link","page":"consumer_professional_certificate_page"},"s12nSlug":"bi-analyst","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/business-intelligence-essentials?specialization=bi-analyst" href="/learn/business-intelligence-essentials?specialization=bi-analyst" to="/learn/business-intelligence-essentials?specialization=bi-analyst" class="cds-7 cds-1 cds-3 css-1jglcdr cds-30" aria-label="Course 1: Business Intelligence (BI) Essentials" data-e2e="sdp-course-list-link">Business Intelligence (BI) Essentials</a></h3><div class="css-3odziz"><span>Course 1</span><span aria-hidden="true" class="css-1oocsie">•</span><span><span>14 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-27"><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>188 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 Business Intelligence (BI) Essentials" 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-28" 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-26-accordion-header" id="cds-react-aria-26-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-29"><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 concept of business intelligence (BI), the key components and challenges involved, and the career options in this field.</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-30"><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 data analytics and its significance in BI, recognizing its role in extracting insights from 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-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>Evaluate different business intelligence tools and technologies used to analyze the business context and requirements of a BI project.</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 data-text-variant="body1"><span><span>Develop actionable insights using appropriate tools and techniques for data gathering, wrangling, analyzing, mining, visualizing, and reporting.</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 Preparation</div><span class=" css-o5tswl" aria-hidden="true">Data Preparation</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: Dashboard</div><span class=" css-o5tswl" aria-hidden="true">Dashboard</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></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-33"><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":"Excel Basics for Data Analysis","href":"/learn/excel-basics-data-analysis-ibm?specialization=bi-analyst","namespace":{"action":"click","app":"unified_description_page","component":"sdp_course_list_link","page":"consumer_professional_certificate_page"},"s12nSlug":"bi-analyst","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/excel-basics-data-analysis-ibm?specialization=bi-analyst" href="/learn/excel-basics-data-analysis-ibm?specialization=bi-analyst" to="/learn/excel-basics-data-analysis-ibm?specialization=bi-analyst" class="cds-7 cds-1 cds-3 css-1jglcdr cds-30" aria-label="Course 2: Excel Basics for Data Analysis" data-e2e="sdp-course-list-link">Excel Basics for Data Analysis</a></h3><div class="css-3odziz"><span>Course 2</span><span aria-hidden="true" class="css-1oocsie">•</span><span><span>11 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-34"><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>8,615 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 Excel Basics for Data Analysis" 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-35" 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-33-accordion-header" id="cds-react-aria-33-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-36"><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>Display working knowledge of Excel for 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-37"><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>Perform basic spreadsheet tasks including navigation, data entry, and using formulas.</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-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>Employ data quality techniques to import and clean data in Excel.</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>Analyze data in spreadsheets by using filter, sort, look-up functions, as well as pivot tables.</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: Business Intelligence</div><span class=" css-o5tswl" aria-hidden="true">Business Intelligence</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</div><span class=" css-o5tswl" aria-hidden="true">Tableau</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: Dashboards</div><span class=" css-o5tswl" aria-hidden="true">Dashboards</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 Analysis</div><span class=" css-o5tswl" aria-hidden="true">Data Analysis</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-40"><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 Visualization and Dashboards with Excel and Cognos","href":"/learn/data-visualization-dashboards-excel-cognos?specialization=bi-analyst","namespace":{"action":"click","app":"unified_description_page","component":"sdp_course_list_link","page":"consumer_professional_certificate_page"},"s12nSlug":"bi-analyst","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-visualization-dashboards-excel-cognos?specialization=bi-analyst" href="/learn/data-visualization-dashboards-excel-cognos?specialization=bi-analyst" to="/learn/data-visualization-dashboards-excel-cognos?specialization=bi-analyst" class="cds-7 cds-1 cds-3 css-1jglcdr cds-30" aria-label="Course 3: Data Visualization and Dashboards with Excel and Cognos" data-e2e="sdp-course-list-link">Data Visualization and Dashboards with Excel and Cognos</a></h3><div class="css-3odziz"><span>Course 3</span><span aria-hidden="true" class="css-1oocsie">•</span><span><span>15 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-41"><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>3,878 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 Visualization and Dashboards with Excel and Cognos" 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-42" 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-40-accordion-header" id="cds-react-aria-40-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-43"><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>Create basic visualizations such as line graphs, bar graphs, and pie charts using Excel spreadsheets.</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-44"><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 important role charts play in telling a data-driven story. </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-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>Construct advanced charts and visualizations such as Treemaps, Sparklines, Histogram, Scatter Plots, and Filled Map Charts.</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>Build and share interactive dashboards using Excel and Cognos Analytics.</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: Microsoft Excel</div><span class=" css-o5tswl" aria-hidden="true">Microsoft Excel</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: IBM Cognos Analytics</div><span class=" css-o5tswl" aria-hidden="true">IBM Cognos Analytics</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: Dashboard</div><span class=" css-o5tswl" aria-hidden="true">Dashboard</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></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-47"><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":"Introduction to Relational Databases (RDBMS)","href":"/learn/introduction-to-relational-databases?specialization=bi-analyst","namespace":{"action":"click","app":"unified_description_page","component":"sdp_course_list_link","page":"consumer_professional_certificate_page"},"s12nSlug":"bi-analyst","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/introduction-to-relational-databases?specialization=bi-analyst" href="/learn/introduction-to-relational-databases?specialization=bi-analyst" to="/learn/introduction-to-relational-databases?specialization=bi-analyst" class="cds-7 cds-1 cds-3 css-1jglcdr cds-30" aria-label="Course 4: Introduction to Relational Databases (RDBMS)" data-e2e="sdp-course-list-link">Introduction to Relational Databases (RDBMS)</a></h3><div class="css-3odziz"><span>Course 4</span><span aria-hidden="true" class="css-1oocsie">•</span><span><span>15 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-48"><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>597 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 Introduction to Relational Databases (RDBMS)" 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-49" 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-47-accordion-header" id="cds-react-aria-47-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-50"><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 data, databases, relational databases, and cloud 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-51"><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 information and data models, relational databases, and relational model concepts (including schemas and 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-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>Explain an Entity Relationship Diagram and design a relational database for a specific use case.</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><span><span>Develop a working knowledge of popular DBMSes including MySQL, PostgreSQL, and IBM DB2</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: Statistics</div><span class=" css-o5tswl" aria-hidden="true">Statistics</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: Microsoft Excel</div><span class=" css-o5tswl" aria-hidden="true">Microsoft Excel</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: Business Intelligence (BI)</div><span class=" css-o5tswl" aria-hidden="true">Business Intelligence (BI)</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></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-54"><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":"SQL: A Practical Introduction for Querying Databases","href":"/learn/sql-practical-introduction-for-querying-databases?specialization=bi-analyst","namespace":{"action":"click","app":"unified_description_page","component":"sdp_course_list_link","page":"consumer_professional_certificate_page"},"s12nSlug":"bi-analyst","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/sql-practical-introduction-for-querying-databases?specialization=bi-analyst" href="/learn/sql-practical-introduction-for-querying-databases?specialization=bi-analyst" to="/learn/sql-practical-introduction-for-querying-databases?specialization=bi-analyst" class="cds-7 cds-1 cds-3 css-1jglcdr cds-30" aria-label="Course 5: SQL: A Practical Introduction for Querying Databases" data-e2e="sdp-course-list-link">SQL: A Practical Introduction for Querying Databases</a></h3><div class="css-3odziz"><span>Course 5</span><span aria-hidden="true" class="css-1oocsie">•</span><span><span>21 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-55"><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>434 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 SQL: A Practical Introduction for Querying Databases" 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-56" 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-54-accordion-header" id="cds-react-aria-54-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-57"><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>Analyze data within a database using SQL.</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-58"><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>Create a relational database on Cloud and work with 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-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>Write SQL statements including SELECT, INSERT, UPDATE, and DELETE.</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>Build more powerful queries with advanced SQL techniques like views, transactions, stored procedures and joins. </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 (Business Intelligence Software)</div><span class=" css-o5tswl" aria-hidden="true">Tableau (Business Intelligence 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: Dashboard</div><span class=" css-o5tswl" aria-hidden="true">Dashboard</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></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-61"><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 Warehouse Fundamentals","href":"/learn/data-warehouse-fundamentals?specialization=bi-analyst","namespace":{"action":"click","app":"unified_description_page","component":"sdp_course_list_link","page":"consumer_professional_certificate_page"},"s12nSlug":"bi-analyst","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-warehouse-fundamentals?specialization=bi-analyst" href="/learn/data-warehouse-fundamentals?specialization=bi-analyst" to="/learn/data-warehouse-fundamentals?specialization=bi-analyst" class="cds-7 cds-1 cds-3 css-1jglcdr cds-30" aria-label="Course 6: Data Warehouse Fundamentals" data-e2e="sdp-course-list-link">Data Warehouse Fundamentals</a></h3><div class="css-3odziz"><span>Course 6</span><span aria-hidden="true" class="css-1oocsie">•</span><span><span>15 hours</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span class="css-13ciukr"><span class="css-15ld0c5">4.4<!-- --> <svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="css-1emwiuz" id="cds-react-aria-62"><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>190 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 Warehouse Fundamentals" 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-63" 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-61-accordion-header" id="cds-react-aria-61-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-64"><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>Job-ready data warehousing skills in just 6 weeks, supported by practical experience and an IBM credential.</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-65"><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>Design and populate a data warehouse, and model and query data using CUBE, ROLLUP, and materialized views.</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-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>Identify popular data analytics and business intelligence tools and vendors and create data visualizations using IBM Cognos 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-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>How to design and load data into a data warehouse, write aggregation queries, create materialized query tables, and create an analytics dashboard.</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: Database (DB) Design</div><span class=" css-o5tswl" aria-hidden="true">Database (DB) Design</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: Postgresql</div><span class=" css-o5tswl" aria-hidden="true">Postgresql</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: Relational Database Management System (RDBMS)</div><span class=" css-o5tswl" aria-hidden="true">Relational Database Management System (RDBMS)</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: Database Architecture</div><span class=" css-o5tswl" aria-hidden="true">Database Architecture</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: MySQL</div><span class=" css-o5tswl" aria-hidden="true">MySQL</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-68"><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":"Statistical Analysis Fundamentals using Excel","href":"/learn/statistics-fundamentals-using-excel?specialization=bi-analyst","namespace":{"action":"click","app":"unified_description_page","component":"sdp_course_list_link","page":"consumer_professional_certificate_page"},"s12nSlug":"bi-analyst","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/statistics-fundamentals-using-excel?specialization=bi-analyst" href="/learn/statistics-fundamentals-using-excel?specialization=bi-analyst" to="/learn/statistics-fundamentals-using-excel?specialization=bi-analyst" class="cds-7 cds-1 cds-3 css-1jglcdr cds-30" aria-label="Course 7: Statistical Analysis Fundamentals using Excel" data-e2e="sdp-course-list-link">Statistical Analysis Fundamentals using Excel</a></h3><div class="css-3odziz"><span>Course 7</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">4.7<!-- --> <svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="css-1emwiuz" id="cds-react-aria-69"><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>63 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 Statistical Analysis Fundamentals using Excel" 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-70" 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-68-accordion-header" id="cds-react-aria-68-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-71"><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 fundamental concepts of statistics and apply them to business and data analytics settings. </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-72"><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 data collection, analysis, and interpretation techniques to derive actionable insights for making informed business decisions.</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-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>Apply descriptive and inferential analysis methods to derive insights and actionable recommendations from 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-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>Apply hypothesis testing, regression analysis, and forecasting to support business decision-making processes.</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 Wrangling</div><span class=" css-o5tswl" aria-hidden="true">Data Wrangling</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 Warehousing</div><span class=" css-o5tswl" aria-hidden="true">Data Warehousing</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 Mining</div><span class=" css-o5tswl" aria-hidden="true">Data Mining</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-75"><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":"Getting Started with Tableau","href":"/learn/getting-started-with-tableau?specialization=bi-analyst","namespace":{"action":"click","app":"unified_description_page","component":"sdp_course_list_link","page":"consumer_professional_certificate_page"},"s12nSlug":"bi-analyst","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/getting-started-with-tableau?specialization=bi-analyst" href="/learn/getting-started-with-tableau?specialization=bi-analyst" to="/learn/getting-started-with-tableau?specialization=bi-analyst" class="cds-7 cds-1 cds-3 css-1jglcdr cds-30" aria-label="Course 8: Getting Started with Tableau" data-e2e="sdp-course-list-link">Getting Started with Tableau</a></h3><div class="css-3odziz"><span>Course 8</span><span aria-hidden="true" class="css-1oocsie">•</span><span><span>12 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-76"><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>21 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 Getting Started with Tableau" 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-77" 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-75-accordion-header" id="cds-react-aria-75-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-78"><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>Understand Tableau's fundamental concepts, significance in data visualization, diverse product range and key features crucial for data professionals.</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-79"><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>Analyze and evaluate the capabilities of Tableau Public as a powerful Business Intelligence (BI) tool for data visualization and 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-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 data-text-variant="body1"><span><span>Implement relationships between data tables, use Tableau calculations for analytics, empower user interaction, and apply filters and highlighting.</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 data-text-variant="body1"><span><span>Develop expertise in Tableau dashboard design principles, organize visual elements effectively, and apply best practices for interactive dashboards.</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: Cubes</div><span class=" css-o5tswl" aria-hidden="true">Cubes</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 Warehousing</div><span class=" css-o5tswl" aria-hidden="true">Data Warehousing</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: Snowflake Schemas</div><span class=" css-o5tswl" aria-hidden="true">Snowflake Schemas</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 Lakes</div><span class=" css-o5tswl" aria-hidden="true">Data Lakes</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: Rollups</div><span class=" css-o5tswl" aria-hidden="true">Rollups</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 Marts</div><span class=" css-o5tswl" aria-hidden="true">Data Marts</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: Star Schemas</div><span class=" css-o5tswl" aria-hidden="true">Star Schemas</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-82"><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":"Advanced Data Visualization with Tableau","href":"/learn/advanced-data-visualization-with-tableau?specialization=bi-analyst","namespace":{"action":"click","app":"unified_description_page","component":"sdp_course_list_link","page":"consumer_professional_certificate_page"},"s12nSlug":"bi-analyst","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/advanced-data-visualization-with-tableau?specialization=bi-analyst" href="/learn/advanced-data-visualization-with-tableau?specialization=bi-analyst" to="/learn/advanced-data-visualization-with-tableau?specialization=bi-analyst" class="cds-7 cds-1 cds-3 css-1jglcdr cds-30" aria-label="Course 9: Advanced Data Visualization with Tableau" data-e2e="sdp-course-list-link">Advanced Data Visualization with Tableau</a></h3><div class="css-3odziz"><span>Course 9</span><span aria-hidden="true" class="css-1oocsie">•</span><span><span>11 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-83"><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>12 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 Advanced Data Visualization with Tableau" 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-84" 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-82-accordion-header" id="cds-react-aria-82-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-85"><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 advanced techniques to create interactive and dynamic visualizations in Tableau, demonstrating high proficiency in data presentation</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-86"><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>Create interactive dashboards in Tableau, incorporating navigation, links between story points, and advanced features such as actions and tooltips</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-87"><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>Demonstrate a comprehensive understanding of Tableau's capabilities and features such as advanced formatting, dashboard design and web objects</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-88"><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>Effectively use Tableau’s features to deliver insightful dashboards and stories for data exploration and monitoring </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: Relational Database Management System (RDBMS)</div><span class=" css-o5tswl" aria-hidden="true">Relational Database Management System (RDBMS)</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: Create, Read, Update And Delete</div><span class=" css-o5tswl" aria-hidden="true">Create, Read, Update And Delete</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: MySQL</div><span class=" css-o5tswl" aria-hidden="true">MySQL</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-89"><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":"The Business Intelligence (BI) Analyst Capstone Project","href":"/learn/bi-analyst-capstone-project?specialization=bi-analyst","namespace":{"action":"click","app":"unified_description_page","component":"sdp_course_list_link","page":"consumer_professional_certificate_page"},"s12nSlug":"bi-analyst","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/bi-analyst-capstone-project?specialization=bi-analyst" href="/learn/bi-analyst-capstone-project?specialization=bi-analyst" to="/learn/bi-analyst-capstone-project?specialization=bi-analyst" class="cds-7 cds-1 cds-3 css-1jglcdr cds-30" aria-label="Course 10: The Business Intelligence (BI) Analyst Capstone Project" data-e2e="sdp-course-list-link">The Business Intelligence (BI) Analyst Capstone Project</a></h3><div class="css-3odziz"><span>Course 10</span><span aria-hidden="true" class="css-1oocsie">•</span><span><span>16 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-90"><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>21 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 The Business Intelligence (BI) Analyst Capstone Project" 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-91" 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-89-accordion-header" id="cds-react-aria-89-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-92"><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 data analysis techniques to derive meaningful insights and uncover patterns in the 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-93"><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>Use the knowledge and skills acquired throughout the program to design and execute a practical BI project.</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-94"><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>Present and showcase the BI project outcomes, highlighting its impact on decision-making and business performance.</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-95"><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 proficiency in using BI tools and technologies, such as data visualization tools and database management systems.</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 Science</div><span class=" css-o5tswl" aria-hidden="true">Data Science</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: Microsoft Excel</div><span class=" css-o5tswl" aria-hidden="true">Microsoft Excel</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: Pivot Table</div><span class=" css-o5tswl" aria-hidden="true">Pivot Table</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>Instructors</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/37/77670911ef45c38688f2987b943f78/SN_200x200_V3.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/37/77670911ef45c38688f2987b943f78/SN_200x200_V3.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/37/77670911ef45c38688f2987b943f78/SN_200x200_V3.jpg?auto=format%2Ccompress&dpr=3&w=75&h=75&fit=crop 3x" class="css-1hhx4js" style="max-width:75px;max-height:75px" alt="IBM Skills Network Team"/></div><div><div><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.hero_instructor" data-click-value="{"href":"/instructor/ibm-skills-network","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/ibm-skills-network" href="/instructor/ibm-skills-network" to="/instructor/ibm-skills-network" class="cds-7 cds-1 cds-3 css-1yholzq cds-30"><span class=" css-6ecy9b">IBM Skills Network Team</span></a></div><div class=" css-kimdhf">IBM</div><div class="css-1dd751w"><span class=" css-kimdhf"><span>58 Courses</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span class=" css-kimdhf"><span>1,005,471 learners</span></span></div></div></div></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/d0/8739e4d7de451996c4d700d143b0ad/Pooja2.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/d0/8739e4d7de451996c4d700d143b0ad/Pooja2.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/d0/8739e4d7de451996c4d700d143b0ad/Pooja2.jpg?auto=format%2Ccompress&dpr=3&w=75&h=75&fit=crop 3x" class="css-1hhx4js" style="max-width:75px;max-height:75px" alt="Dr. Pooja"/></div><div><div><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.hero_instructor" data-click-value="{"href":"/instructor/~125758299","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/~125758299" href="/instructor/~125758299" to="/instructor/~125758299" class="cds-7 cds-1 cds-3 css-1yholzq cds-30"><span class=" css-6ecy9b">Dr. Pooja</span></a></div><div class=" css-kimdhf">IBM</div><div class="css-1dd751w"><span class=" css-kimdhf"><span>4 Courses</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span class=" css-kimdhf"><span>307,360 learners</span></span></div></div></div></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/b1/39a6c90a8f474386e16246333b0652/Shubhra-Das.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/b1/39a6c90a8f474386e16246333b0652/Shubhra-Das.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/b1/39a6c90a8f474386e16246333b0652/Shubhra-Das.jpg?auto=format%2Ccompress&dpr=3&w=75&h=75&fit=crop 3x" class="css-1hhx4js" style="max-width:75px;max-height:75px" alt="Shubhra Das"/></div><div><div><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.hero_instructor" data-click-value="{"href":"/instructor/shubhradas","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/shubhradas" href="/instructor/shubhradas" to="/instructor/shubhradas" class="cds-7 cds-1 cds-3 css-1yholzq cds-30"><span class=" css-6ecy9b">Shubhra Das</span></a></div><div class=" css-kimdhf">SkillUp EdTech</div><div class="css-1dd751w"><span class=" css-kimdhf"><span>6 Courses</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span class=" css-kimdhf"><span>5,143 learners</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_instructors_more" class="cds-149 cds-button-disableElevation cds-button-ghost css-i5kwq2" tabindex="0" role="button" type="button"><span class="cds-button-label">View all 10 instructors</span></button><div role="presentation" dir="ltr" id="cds-react-aria-96" class="css-bhx7nn" style="position:fixed;z-index:10000;right:0;bottom:0;top:0;left:0;visibility:hidden"><div class="cds-163 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-a794580a-3a89-40bb-a49b-53f9f52d8116" aria-labelledby="cds-react-aria-96-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-97" 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-96-headingGroup" class="css-1xq57z9"><h2 class=" css-tlf8h5">Instructors</h2></div><div id="dialog-content-a794580a-3a89-40bb-a49b-53f9f52d8116" class="css-11krhap"><div class="cds-45 css-0 cds-46"><div class="cds-45 css-1gjys39 cds-47 cds-grid-item cds-92 cds-114"><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/37/77670911ef45c38688f2987b943f78/SN_200x200_V3.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/37/77670911ef45c38688f2987b943f78/SN_200x200_V3.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/37/77670911ef45c38688f2987b943f78/SN_200x200_V3.jpg?auto=format%2Ccompress&dpr=3&w=75&h=75&fit=crop 3x" class="css-1hhx4js" style="max-width:75px;max-height:75px" alt="IBM Skills Network Team"/></div><div><div><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.hero_instructor" data-click-value="{"href":"/instructor/ibm-skills-network","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/ibm-skills-network" href="/instructor/ibm-skills-network" to="/instructor/ibm-skills-network" class="cds-7 cds-1 cds-3 css-1yholzq cds-30"><span class=" css-6ecy9b">IBM Skills Network Team</span></a></div><div class=" css-kimdhf">IBM</div><div class="css-1dd751w"><span class=" css-kimdhf"><span>58 Courses</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span class=" css-kimdhf"><span>1,005,471 learners</span></span></div></div></div></div><div class="cds-45 css-1gjys39 cds-47 cds-grid-item cds-92 cds-114"><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/d0/8739e4d7de451996c4d700d143b0ad/Pooja2.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/d0/8739e4d7de451996c4d700d143b0ad/Pooja2.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/d0/8739e4d7de451996c4d700d143b0ad/Pooja2.jpg?auto=format%2Ccompress&dpr=3&w=75&h=75&fit=crop 3x" class="css-1hhx4js" style="max-width:75px;max-height:75px" alt="Dr. Pooja"/></div><div><div><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.hero_instructor" data-click-value="{"href":"/instructor/~125758299","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/~125758299" href="/instructor/~125758299" to="/instructor/~125758299" class="cds-7 cds-1 cds-3 css-1yholzq cds-30"><span class=" css-6ecy9b">Dr. Pooja</span></a></div><div class=" css-kimdhf">IBM</div><div class="css-1dd751w"><span class=" css-kimdhf"><span>4 Courses</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span class=" css-kimdhf"><span>307,360 learners</span></span></div></div></div></div><div class="cds-45 css-1gjys39 cds-47 cds-grid-item cds-92 cds-114"><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/b1/39a6c90a8f474386e16246333b0652/Shubhra-Das.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/b1/39a6c90a8f474386e16246333b0652/Shubhra-Das.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/b1/39a6c90a8f474386e16246333b0652/Shubhra-Das.jpg?auto=format%2Ccompress&dpr=3&w=75&h=75&fit=crop 3x" class="css-1hhx4js" style="max-width:75px;max-height:75px" alt="Shubhra Das"/></div><div><div><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.hero_instructor" data-click-value="{"href":"/instructor/shubhradas","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/shubhradas" href="/instructor/shubhradas" to="/instructor/shubhradas" class="cds-7 cds-1 cds-3 css-1yholzq cds-30"><span class=" css-6ecy9b">Shubhra Das</span></a></div><div class=" css-kimdhf">SkillUp EdTech</div><div class="css-1dd751w"><span class=" css-kimdhf"><span>6 Courses</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span class=" css-kimdhf"><span>5,143 learners</span></span></div></div></div></div><div class="cds-45 css-1gjys39 cds-47 cds-grid-item cds-92 cds-114"><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/1d/3310b2d1af4e57b934e0cc1f121be8/200-200-EDTECH-BLUE-BACKGROUND-01.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/1d/3310b2d1af4e57b934e0cc1f121be8/200-200-EDTECH-BLUE-BACKGROUND-01.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/1d/3310b2d1af4e57b934e0cc1f121be8/200-200-EDTECH-BLUE-BACKGROUND-01.jpg?auto=format%2Ccompress&dpr=3&w=75&h=75&fit=crop 3x" class="css-1hhx4js" style="max-width:75px;max-height:75px" alt="Skill-Up EdTech Team"/></div><div><div><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.hero_instructor" data-click-value="{"href":"/instructor/skillup-edtech","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/skillup-edtech" href="/instructor/skillup-edtech" to="/instructor/skillup-edtech" class="cds-7 cds-1 cds-3 css-1yholzq cds-30"><span class=" css-6ecy9b">Skill-Up EdTech Team</span></a></div><div class=" css-kimdhf">SkillUp EdTech</div><div class="css-1dd751w"><span class=" css-kimdhf"><span>66 Courses</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span class=" css-kimdhf"><span>118,342 learners</span></span></div></div></div></div><div class="cds-45 css-1gjys39 cds-47 cds-grid-item cds-92 cds-114"><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/64/67e4c0b5c74d489ac4dda2937f8dd7/Murtaza-Haider-headshot_May-2019.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/64/67e4c0b5c74d489ac4dda2937f8dd7/Murtaza-Haider-headshot_May-2019.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/64/67e4c0b5c74d489ac4dda2937f8dd7/Murtaza-Haider-headshot_May-2019.jpg?auto=format%2Ccompress&dpr=3&w=75&h=75&fit=crop 3x" class="css-1hhx4js" style="max-width:75px;max-height:75px" alt="Murtaza Haider"/></div><div><div><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.hero_instructor" data-click-value="{"href":"/instructor/~1527904","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/~1527904" href="/instructor/~1527904" to="/instructor/~1527904" class="cds-7 cds-1 cds-3 css-1yholzq cds-30"><span class=" css-6ecy9b">Murtaza Haider</span></a></div><div class=" css-kimdhf">IBM</div><div class="css-1dd751w"><span class=" css-kimdhf"><span>3 Courses</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span class=" css-kimdhf"><span>41,360 learners</span></span></div></div></div></div><div class="cds-45 css-1gjys39 cds-47 cds-grid-item cds-92 cds-114"><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/d6/c2a550312d11e8a1a3b7898153781d/ravahuja.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/d6/c2a550312d11e8a1a3b7898153781d/ravahuja.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/d6/c2a550312d11e8a1a3b7898153781d/ravahuja.jpg?auto=format%2Ccompress&dpr=3&w=75&h=75&fit=crop 3x" class="css-1hhx4js" style="max-width:75px;max-height:75px" alt="Rav Ahuja"/></div><div><div><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.hero_instructor" data-click-value="{"href":"/instructor/ravahuja","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/ravahuja" href="/instructor/ravahuja" to="/instructor/ravahuja" class="cds-7 cds-1 cds-3 css-1yholzq cds-30"><span class=" css-6ecy9b">Rav Ahuja</span></a></div><div class=" css-kimdhf">IBM</div><div class="css-1dd751w"><span class=" css-kimdhf"><span>53 Courses</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span class=" css-kimdhf"><span>3,057,507 learners</span></span></div></div></div></div><div class="cds-45 css-1gjys39 cds-47 cds-grid-item cds-92 cds-114"><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/74/07ef9dd52140c3ae0b76db420f5a30/IMG_0523_cropped-copy.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/74/07ef9dd52140c3ae0b76db420f5a30/IMG_0523_cropped-copy.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/74/07ef9dd52140c3ae0b76db420f5a30/IMG_0523_cropped-copy.jpg?auto=format%2Ccompress&dpr=3&w=75&h=75&fit=crop 3x" class="css-1hhx4js" style="max-width:75px;max-height:75px" alt="Sandip Saha Joy"/></div><div><div><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.hero_instructor" data-click-value="{"href":"/instructor/sandipsahajoy","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/sandipsahajoy" href="/instructor/sandipsahajoy" to="/instructor/sandipsahajoy" class="cds-7 cds-1 cds-3 css-1yholzq cds-30"><span class=" css-6ecy9b">Sandip Saha Joy</span></a></div><div class=" css-kimdhf">IBM</div><div class="css-1dd751w"><span class=" css-kimdhf"><span>5 Courses</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span class=" css-kimdhf"><span>469,778 learners</span></span></div></div></div></div><div class="cds-45 css-1gjys39 cds-47 cds-grid-item cds-92 cds-114"><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/cb/e1d9fd5c074eafb5f3fde34cc9c5cb/SR1.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/cb/e1d9fd5c074eafb5f3fde34cc9c5cb/SR1.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/cb/e1d9fd5c074eafb5f3fde34cc9c5cb/SR1.jpg?auto=format%2Ccompress&dpr=3&w=75&h=75&fit=crop 3x" class="css-1hhx4js" style="max-width:75px;max-height:75px" alt="Steve Ryan"/></div><div><div><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.hero_instructor" data-click-value="{"href":"/instructor/stever","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/stever" href="/instructor/stever" to="/instructor/stever" class="cds-7 cds-1 cds-3 css-1yholzq cds-30"><span class=" css-6ecy9b">Steve Ryan</span></a></div><div class=" css-kimdhf">IBM</div><div class="css-1dd751w"><span class=" css-kimdhf"><span>12 Courses</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span class=" css-kimdhf"><span>489,110 learners</span></span></div></div></div></div><div class="cds-45 css-1gjys39 cds-47 cds-grid-item cds-92 cds-114"><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/41/280b2a7d964b068408f1064142c466/kevin_mcfaul---headshot-resized-.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/41/280b2a7d964b068408f1064142c466/kevin_mcfaul---headshot-resized-.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/41/280b2a7d964b068408f1064142c466/kevin_mcfaul---headshot-resized-.jpg?auto=format%2Ccompress&dpr=3&w=75&h=75&fit=crop 3x" class="css-1hhx4js" style="max-width:75px;max-height:75px" alt="Kevin McFaul"/></div><div><div><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.hero_instructor" data-click-value="{"href":"/instructor/~74013819","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/~74013819" href="/instructor/~74013819" to="/instructor/~74013819" class="cds-7 cds-1 cds-3 css-1yholzq cds-30"><span class=" css-6ecy9b">Kevin McFaul</span></a></div><div class=" css-kimdhf">IBM</div><div class="css-1dd751w"><span class=" css-kimdhf"><span>2 Courses</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span class=" css-kimdhf"><span>161,552 learners</span></span></div></div></div></div><div class="cds-45 css-1gjys39 cds-47 cds-grid-item cds-92 cds-114"><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/49/4df941de044993a7530127686f06d1/Ramesh-Image.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/49/4df941de044993a7530127686f06d1/Ramesh-Image.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/49/4df941de044993a7530127686f06d1/Ramesh-Image.jpg?auto=format%2Ccompress&dpr=3&w=75&h=75&fit=crop 3x" class="css-1hhx4js" style="max-width:75px;max-height:75px" alt="Ramesh Sannareddy"/></div><div><div><a data-click-key="unified_description_page.consumer_professional_certificate_page.click.hero_instructor" data-click-value="{"href":"/instructor/~75088416","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/~75088416" href="/instructor/~75088416" to="/instructor/~75088416" class="cds-7 cds-1 cds-3 css-1yholzq cds-30"><span class=" css-6ecy9b">Ramesh Sannareddy</span></a></div><div class=" css-kimdhf">IBM</div><div class="css-1dd751w"><span class=" css-kimdhf"><span>12 Courses</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span class=" css-kimdhf"><span>329,325 learners</span></span></div></div></div></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 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/bb/f5ced2bdd4437aa79f00eb1bf7fbf0/IBM-Logo-Blk---Square.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/bb/f5ced2bdd4437aa79f00eb1bf7fbf0/IBM-Logo-Blk---Square.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/bb/f5ced2bdd4437aa79f00eb1bf7fbf0/IBM-Logo-Blk---Square.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/ibm-skills-network","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/ibm-skills-network" href="/partners/ibm-skills-network" to="/partners/ibm-skills-network" class="cds-7 cds-1 cds-3 css-1stvmzy cds-30"><span class=" css-6ecy9b">IBM</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 IBM" type="button"><span class="cds-button-label">Learn more</span></button></div><div role="presentation" dir="ltr" id="cds-react-aria-98" class="css-bhx7nn" style="position:fixed;z-index:10000;right:0;bottom:0;top:0;left:0;visibility:hidden"><div class="cds-163 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-2859d79e-8b34-4aaa-9720-b97eab32925d" aria-labelledby="cds-react-aria-98-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-99" 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-98-headingGroup" class="css-1xq57z9"><h2 class=" css-tlf8h5">Offered by</h2></div><div id="dialog-content-2859d79e-8b34-4aaa-9720-b97eab32925d" 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/bb/f5ced2bdd4437aa79f00eb1bf7fbf0/IBM-Logo-Blk---Square.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/bb/f5ced2bdd4437aa79f00eb1bf7fbf0/IBM-Logo-Blk---Square.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/bb/f5ced2bdd4437aa79f00eb1bf7fbf0/IBM-Logo-Blk---Square.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/ibm-skills-network","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/ibm-skills-network" href="/partners/ibm-skills-network" to="/partners/ibm-skills-network" class="cds-7 cds-1 cds-3 css-1stvmzy cds-30"><span class="cds-7 cds-Typography-base css-bbd009 cds-9">IBM</span></a><p class=" css-4s48ix">At IBM, we know how rapidly tech evolves and recognize the crucial need for businesses and professionals to build job-ready, hands-on skills quickly. As a market-leading tech innovator, we’re committed to helping you thrive in this dynamic landscape. Through IBM Skills Network, our expertly designed training programs in AI, software development, cybersecurity, data science, business management, and more, provide the essential skills you need to secure your first job, advance your career, or drive business success. Whether you’re upskilling yourself or your team, our courses, Specializations, and Professional Certificates build the technical expertise that ensures you, and your organization, excel in a competitive world. </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 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/57/2f1c35bd4a4a6d94bde7d622267b9c/Partner-landing-page-Logo-2.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/57/2f1c35bd4a4a6d94bde7d622267b9c/Partner-landing-page-Logo-2.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/57/2f1c35bd4a4a6d94bde7d622267b9c/Partner-landing-page-Logo-2.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/skillup-ed-tech","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/skillup-ed-tech" href="/partners/skillup-ed-tech" to="/partners/skillup-ed-tech" class="cds-7 cds-1 cds-3 css-1stvmzy cds-30"><span class=" css-6ecy9b">SkillUp EdTech</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 SkillUp EdTech" type="button"><span class="cds-button-label">Learn more</span></button></div><div role="presentation" dir="ltr" id="cds-react-aria-100" class="css-bhx7nn" style="position:fixed;z-index:10000;right:0;bottom:0;top:0;left:0;visibility:hidden"><div class="cds-163 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-b5f09c11-f079-43cc-f438-29a7e68e9229" aria-labelledby="cds-react-aria-100-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-101" 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-100-headingGroup" class="css-1xq57z9"><h2 class=" css-tlf8h5">Offered by</h2></div><div id="dialog-content-b5f09c11-f079-43cc-f438-29a7e68e9229" 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/57/2f1c35bd4a4a6d94bde7d622267b9c/Partner-landing-page-Logo-2.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/57/2f1c35bd4a4a6d94bde7d622267b9c/Partner-landing-page-Logo-2.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/57/2f1c35bd4a4a6d94bde7d622267b9c/Partner-landing-page-Logo-2.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/skillup-ed-tech","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/skillup-ed-tech" href="/partners/skillup-ed-tech" to="/partners/skillup-ed-tech" class="cds-7 cds-1 cds-3 css-1stvmzy cds-30"><span class="cds-7 cds-Typography-base css-bbd009 cds-9">SkillUp EdTech</span></a><p class=" css-4s48ix">In a world marked by relentless evolution, versatility, adaptability, and interdisciplinary skills are key to thriving professionally. At SkillUp, we focus on designing outcome-driven skill-development programs that transform lives and careers worldwide. Whether it’s landing your first job, advancing in your career, mastering efficiency in your role, or making breakthroughs in diverse careers, our courses equip you with the skills and confidence to set you up to hit the ground running. Combining sound instructional design, engaging multimedia, and real-world problem-solving, we create learning journeys that build knowledge step by step. We present learners with open-ended, real-world problems that help them apply acquired knowledge as they progress through their learning journey. This also allows learners to develop critical thinking, problem-solving, and collaborative skills. Our courses, specializations, professional certificates, and virtual and blended learning programs help learners and organizations upskill on the world’s latest technologies, functional domains, and human skills. </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">Get a head start on your degree</h2></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=IBM&cid=c6d1e92e-fc8a-ef11-ac21-6045bd043849&oid=6d532c35-75c4-ea11-a812-000d3a33232a" 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-0 cds-47 cds-grid-item cds-111"><div class="css-1el78bw"><div class="css-zy587f"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/growth_testimonials/passionate_learner/Felipe_Moitta.png?auto=format%2Ccompress&dpr=1&w=64&h=64&fit=crop" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/growth_testimonials/passionate_learner/Felipe_Moitta.png?auto=format%2Ccompress&dpr=2&w=64&h=64&fit=crop 2x, https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/growth_testimonials/passionate_learner/Felipe_Moitta.png?auto=format%2Ccompress&dpr=3&w=64&h=64&fit=crop 3x" class="css-1080lsv" style="max-width:64px;max-height:64px" alt=""/><div><div class=" css-6ecy9b">Felipe M.</div><div class=" css-1ena9as">Learner since 2018</div></div></div><div class=" css-1ena9as"><span>"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."</span></div></div></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-111"><div class="css-1el78bw"><div class="css-zy587f"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/growth_testimonials/passionate_learner/Jennifer_John.png?auto=format%2Ccompress&dpr=1&w=64&h=64&fit=crop" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/growth_testimonials/passionate_learner/Jennifer_John.png?auto=format%2Ccompress&dpr=2&w=64&h=64&fit=crop 2x, https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/growth_testimonials/passionate_learner/Jennifer_John.png?auto=format%2Ccompress&dpr=3&w=64&h=64&fit=crop 3x" class="css-1080lsv" style="max-width:64px;max-height:64px" alt=""/><div><div class=" css-6ecy9b">Jennifer J.</div><div class=" css-1ena9as">Learner since 2020</div></div></div><div class=" css-1ena9as"><span>"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."</span></div></div></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-111"><div class="css-1el78bw"><div class="css-zy587f"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/growth_testimonials/passionate_learner/Larry_Tao_Wang_1.png?auto=format%2Ccompress&dpr=1&w=64&h=64&fit=crop" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/growth_testimonials/passionate_learner/Larry_Tao_Wang_1.png?auto=format%2Ccompress&dpr=2&w=64&h=64&fit=crop 2x, https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/growth_testimonials/passionate_learner/Larry_Tao_Wang_1.png?auto=format%2Ccompress&dpr=3&w=64&h=64&fit=crop 3x" class="css-1080lsv" style="max-width:64px;max-height:64px" alt=""/><div><div class=" css-6ecy9b">Larry W.</div><div class=" css-1ena9as">Learner since 2021</div></div></div><div class=" css-1ena9as"><span>"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."</span></div></div></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-111"><div class="css-1el78bw"><div class="css-zy587f"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/growth_testimonials/passionate_learner/Chaitanya_Anand.png?auto=format%2Ccompress&dpr=1&w=64&h=64&fit=crop" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/growth_testimonials/passionate_learner/Chaitanya_Anand.png?auto=format%2Ccompress&dpr=2&w=64&h=64&fit=crop 2x, https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/growth_testimonials/passionate_learner/Chaitanya_Anand.png?auto=format%2Ccompress&dpr=3&w=64&h=64&fit=crop 3x" class="css-1080lsv" style="max-width:64px;max-height:64px" alt=""/><div><div class=" css-6ecy9b">Chaitanya A.</div></div></div><div class=" css-1ena9as"><span>"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."</span></div></div></div></div></div></div></div><div class="cds-45 css-d7c5ti cds-47 cds-grid-item cds-92"></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="articles_unified_description_page_recs" 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-w5mz8a cds-46 cds-47 cds-grid-item cds-92"><div class="cds-45 css-0 cds-47 cds-grid-item cds-92"><h2 class="css-zhg7cd">New to Data Management? 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" 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></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="upsell_module" role="presentation"><div class="css-1cps6el"><div><div class="cds-37 css-1h6rn6l cds-38 cds-43"><div class="cds-45 css-1kspkkz cds-46"><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-pqnm3o"><div class="css-zjgjcp"><img alt="Placeholder" 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="9" 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">How long does it take to complete the Specialization?</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>This self-paced Professional Certificate requires completion of 10 courses, including 9 full courses and a Capstone Project. Each full course typically contains 3-6 modules with an average effort of 2 to 4 hours per module. If learning part-time (for example, 1 module per week), it would take about 1 year to complete the entire Certificate. If learning full-time (for example, 1 module per day) the Certificate can be completed in 3 to 4 months.</span></span></p></div></div></div></div></div></div></div></div></div></div></div></div></div><div aria-posinset="2" aria-setsize="9" 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">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-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>This Professional Certificate is open to anyone with any academic background. There are no prerequisites in terms of previous background or college degree.</span></span></p></div></div></div></div></div></div></div></div></div></div></div></div></div><div aria-posinset="3" aria-setsize="9" 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">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-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>Yes, since each course progressively builds on concepts taught in previous courses, it is highly recommended that you take the courses in the order they are listed.</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="9" 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">Will I earn university credit for completing the Specialization?</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>No, there is no university credit involved with taking these courses at this time.</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="9" 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">What will I be able to do upon completing the Specialization?</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>Become job-ready for a career in Business Intelligence as a BI analyst. Develop practical skills using hands-on labs, projects, and capstones.</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="9" 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">Can I 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-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>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 Professional 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 aria-hidden="true" aria-posinset="7" aria-setsize="9" 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">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-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>This course is completely online and self-paced, which means you can complete it according to your availability. You can access the 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="8" aria-setsize="9" 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">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-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>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-122-title" fill="none" focusable="false" height="16" role="img" viewBox="0 0 16 16" width="16" class="css-1fxlwhd" id="cds-react-aria-122"><title id="cds-react-aria-122-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="9" aria-setsize="9" 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-123"><h3 aria-controls="cds-react-aria-123-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-123-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-124"><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-123-accordion-header" id="cds-react-aria-123-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="9 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-125"><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 9 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-126" class="css-0"><g clip-path="url(#cds-react-aria-126_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-126_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>¹Based on Coursera learner outcome survey responses, United States, 2021.</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/bi-analyst" 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 24</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":"Information Technology","@id":"https://www.coursera.org/browse/information-technology"}},{"@type":"ListItem","position":3,"item":{"name":"Data Management","@id":"https://www.coursera.org/browse/information-technology/data-management#specialization"}}]},{"@id":"https://www.coursera.org/professional-certificates/bi-analyst#specialization","@type":"Course","name":"IBM Business Intelligence (BI) Analyst","url":"https://www.coursera.org/professional-certificates/bi-analyst","About":{"@type":"Thing","name":["Data Collection","Data Wrangling","Data Analysis","BI analytics","Data Warehousing","Data visualization with Tableau","SQL","Data Cleansing","Data Mining","Tableau reporting and dashboard creation","Relational Database Management Systems (RDBMS)","Database querying using SQL"],"subjectOf":"IBM Business Intelligence (BI) Analyst"},"description":"Launch your career in Business Intelligence. 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data-click-key="unified_description_page.consumer_professional_certificate_page.click.seo_directory_link" data-click-value="{"href":"/browse","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="/browse" href="/browse" to="/browse" class="rc-SubFooterSection__content-column-link-text">Catalog</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":"/courseraplus","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="/courseraplus" href="/courseraplus" to="/courseraplus" class="rc-SubFooterSection__content-column-link-text">Coursera Plus</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":"/professional-certificate","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="/professional-certificate" href="/professional-certificate" to="/professional-certificate" class="rc-SubFooterSection__content-column-link-text">Professional Certificates</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":"/mastertrack","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="/mastertrack" href="/mastertrack" to="/mastertrack" class="rc-SubFooterSection__content-column-link-text">MasterTrack® Certificates</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":"/degrees","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="/degrees" href="/degrees" to="/degrees" class="rc-SubFooterSection__content-column-link-text">Degrees</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":"/business?utm_campaign=website&utm_content=corp-to-home-footer-for-enterprise&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="/business?utm_campaign=website&utm_content=corp-to-home-footer-for-enterprise&utm_medium=coursera&utm_source=enterprise" href="/business?utm_campaign=website&utm_content=corp-to-home-footer-for-enterprise&utm_medium=coursera&utm_source=enterprise" to="/business?utm_campaign=website&utm_content=corp-to-home-footer-for-enterprise&utm_medium=coursera&utm_source=enterprise" class="rc-SubFooterSection__content-column-link-text">For Enterprise</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":"/government?utm_campaign=website&utm_content=corp-to-home-footer-for-government&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="/government?utm_campaign=website&utm_content=corp-to-home-footer-for-government&utm_medium=coursera&utm_source=enterprise" href="/government?utm_campaign=website&utm_content=corp-to-home-footer-for-government&utm_medium=coursera&utm_source=enterprise" 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" data-click-value="{"href":"https://investor.coursera.com","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://investor.coursera.com" href="https://investor.coursera.com" to="https://investor.coursera.com" class="rc-SubFooterSection__content-column-link-text">Investors</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/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 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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>