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--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); 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(max-width:599.95px) { .cds-12 { font-size: var(--cds-font-size-title1-xs); line-height: var(--cds-line-height-title1-xs); } } .cds-13 { font-size: var(--cds-font-size-title2); font-family: var(--cds-font-family-source-sans-pro); font-weight: var(--cds-font-weight-400); line-height: var(--cds-line-height-title2); letter-spacing: var(--cds-letter-spacing-125); } .cds-21 { width: 1px; height: 1px; overflow: hidden; position: absolute; } .cds-22 { text-align: left; } .cds-23 { text-align: center; } .cds-24 { text-align: right; } .cds-25 { text-align: justify; } .cds-26 { overflow: hidden; white-space: nowrap; text-overflow: ellipsis; } .cds-27 { margin-bottom: 0.35em; } .cds-28 { margin-bottom: 16px; } .cds-29 { color: inherit; } .cds-30 { color: #3f51b5; } .cds-31 { color: #f50057; } .cds-32 { color: rgba(0, 0, 0, 0.87); } .cds-33 { color: rgba(0, 0, 0, 0.54); } .cds-34 { color: #f44336; } .cds-35 { display: inline; } .cds-36 { display: block; } .cds-2 { text-decoration: none; } .cds-3 { text-decoration: none; } .cds-3:hover { text-decoration: underline; } .cds-4 { text-decoration: underline; } .cds-5 { border: 0; cursor: pointer; margin: 0; outline: 0; padding: 0; position: relative; user-select: none; border-radius: 0; vertical-align: middle; -moz-appearance: none; background-color: transparent; -webkit-appearance: none; -webkit-tap-highlight-color: transparent; } .cds-5::-moz-focus-inner { border-style: none; } .cds-5.cds-6 { outline: auto; } .cds-200 { height: 0; overflow: hidden; transition: height 300ms cubic-bezier(0.4, 0, 0.2, 1) 0ms; } .cds-201 { height: auto; overflow: visible; } .cds-202 { visibility: hidden; } .cds-203 { display: flex; } .cds-204 { 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-205 { z-index: 11000; pointer-events: none; } .cds-206 { pointer-events: auto; } .cds-207[x-placement*="bottom"] .cds-210 { top: 0; left: 0; margin-top: -0.71em; margin-left: 4px; margin-right: 4px; } .cds-207[x-placement*="top"] .cds-210 { left: 0; bottom: 0; margin-left: 4px; margin-right: 4px; margin-bottom: -0.71em; } .cds-207[x-placement*="right"] .cds-210 { left: 0; width: 0.71em; height: 1em; margin-top: 4px; margin-left: -0.71em; margin-bottom: 4px; } .cds-207[x-placement*="left"] .cds-210 { right: 0; width: 0.71em; height: 1em; margin-top: 4px; margin-right: -0.71em; margin-bottom: 4px; } .cds-207[x-placement*="left"] .cds-210::before { transform-origin: 0 0; } .cds-207[x-placement*="right"] .cds-210::before { transform-origin: 100% 100%; } .cds-207[x-placement*="top"] .cds-210::before { transform-origin: 100% 0; } .cds-207[x-placement*="bottom"] .cds-210::before { transform-origin: 0 100%; } .cds-208 { 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-209 { margin: 0; position: relative; } .cds-210 { color: rgba(97, 97, 97, 0.9); width: 1em; height: 0.71em; overflow: hidden; position: absolute; box-sizing: border-box; } .cds-210::before { width: 100%; height: 100%; margin: auto; content: ""; display: block; transform: rotate(45deg); background-color: currentColor; } .cds-211 { padding: 8px 16px; font-size: 0.875rem; line-height: 1.14286em; } .cds-212 { margin: 0 24px ; transform-origin: right center; } @media (min-width:600px) { .cds-212 { margin: 0 14px; } } .cds-213 { margin: 0 24px; transform-origin: left center; } @media (min-width:600px) { .cds-213 { margin: 0 14px; } } .cds-214 { margin: 24px 0; transform-origin: center bottom; } @media (min-width:600px) { .cds-214 { margin: 14px 0; } } .cds-215 { margin: 24px 0; transform-origin: center top; } @media (min-width:600px) { .cds-215 { margin: 14px 0; } } @media (min-width:0px) and (max-width:599.95px) { .cds-152 { display: none; } } @media (min-width:0px) { .cds-153 { display: none; } } @media (max-width:599.95px) { .cds-154 { display: none; } } @media (min-width:600px) and (max-width:1023.95px) { .cds-155 { display: none; } } @media (min-width:600px) { .cds-156 { display: none; } } @media (max-width:1023.95px) { .cds-157 { display: none; } } @media (min-width:1024px) and (max-width:1439.95px) { .cds-158 { display: none; } } @media (min-width:1024px) { .cds-159 { display: none; } } @media (max-width:1439.95px) { .cds-160 { display: none; } } @media (min-width:1440px) and (max-width:1919.95px) { .cds-161 { display: none; } } @media (min-width:1440px) { .cds-162 { display: none; } } @media (max-width:1919.95px) { .cds-163 { display: none; } } @media (min-width:1920px) { .cds-164 { display: none; } } @media (min-width:1920px) { .cds-165 { display: none; } } @media (min-width:0px) { .cds-166 { display: none; } } .cds-171 { color: rgba(0, 0, 0, 0.54); padding: 0; font-size: var(--cds-font-size-body1); font-family: var(--cds-font-family-source-sans-pro); font-weight: var(--cds-font-weight-400); line-height: 1; letter-spacing: 0; } .cds-171.cds-173 { color: #3f51b5; } .cds-171.cds-174 { color: rgba(0, 0, 0, 0.38); } .cds-171.cds-175 { color: #f44336; } .cds-172.cds-173 { color: #f50057; } .cds-178.cds-175 { color: #f44336; } .cds-167 { border: 0; margin: 0; display: inline-flex; padding: 0; position: relative; min-width: 0; flex-direction: column; vertical-align: top; } .cds-168 { margin-top: 16px; margin-bottom: 8px; } .cds-169 { margin-top: 8px; margin-bottom: 4px; } .cds-170 { width: 100%; } .cds-179 { display: flex; flex-wrap: wrap; flex-direction: column; } .cds-180 { flex-direction: row; } .cds-191 { flex: 0 0 auto; color: rgba(0, 0, 0, 0.54); padding: 12px; overflow: visible; font-size: 1.5rem; text-align: center; transition: background-color 150ms cubic-bezier(0.4, 0, 0.2, 1) 0ms; border-radius: 50%; } .cds-191:hover { background-color: rgba(0, 0, 0, 0.04); } .cds-191.cds-197 { color: rgba(0, 0, 0, 0.26); background-color: transparent; } @media (hover: none) { .cds-191:hover { background-color: transparent; } } .cds-192 { margin-left: -12px; } .cds-198.cds-192 { margin-left: -3px; } .cds-193 { margin-right: -12px; } .cds-198.cds-193 { margin-right: -3px; } .cds-194 { color: inherit; } .cds-195 { color: #3f51b5; } .cds-195:hover { background-color: rgba(63, 81, 181, 0.04); } @media (hover: none) { .cds-195:hover { background-color: transparent; } } .cds-196 { color: #f50057; } .cds-196:hover { background-color: rgba(245, 0, 87, 0.04); } @media (hover: none) { .cds-196:hover { background-color: transparent; } } .cds-198 { padding: 3px; font-size: 1.125rem; } .cds-199 { width: 100%; display: flex; align-items: inherit; justify-content: inherit; } .cds-187 { padding: 9px; } .cds-190 { top: 0; left: 0; width: 100%; cursor: inherit; height: 100%; margin: 0; opacity: 0; padding: 0; z-index: 1; position: absolute; } .cds-181 { color: rgba(0, 0, 0, 0.54); } .cds-185.cds-182 { color: #3f51b5; } .cds-185.cds-183 { color: rgba(0, 0, 0, 0.26); } .cds-185.cds-182:hover { background-color: rgba(63, 81, 181, 0.04); } @media (hover: none) { .cds-185.cds-182:hover { background-color: transparent; } } .cds-186.cds-182 { color: inherit; } .cds-186.cds-183 { color: rgba(0, 0, 0, 0.26); } .cds-186.cds-182:hover { background-color: rgba(245, 0, 87, 0.04); } @media (hover: none) { .cds-186.cds-182:hover { background-color: transparent; } }</style> <style data-emotion="css 0 7dz4nb 1p7n6e0 7x8owt 1u8qly9 vhadi 1kspkkz az8ufr j6ha89 f31nvc 1dswftd nxuace jawg1x enz6b7 1cxrrkn 1ywvkny guxf6x 1xuo44u 1ickw1p o1szhl b7zsru 1g4qm1d sll922 12xwvkc 128pc2l hanxyc 1h9ktwj xdsj4k 1kc4kyy 1ncpydt 9rioy3 v8pk32 1p459qo t3v7te 7229lx vfcffj nerfr 1f7g6as bf2p16 8qziyg n7jvmu akqbi1 1vvtrhi 1e2gpwi 4s48ix 1y4qktt q9p10k 1winmd 1khwbbn qdegye 1xdhyk6 12w2b3k 1rmmvio 18y6usd s27fdh 1whdyhf 1bmgd8 1lc66l1 tvqrra ebbjlp bx8io7 l0otf2 2d63ak 1wk81cj 1wdokyz yy9yht kimdhf 1ix3oq0 1q3mc6j 14fx0ln 1cm2tw6 reop8o 16m4c33 22za10 pidhmc 18juqt8 de92ti vac8rf si869u 6ecy9b 1frh194 1rlln5c 1i7bybc l47nsn cgrcns 3gbnhs 1ibxsrf 1q435b2 1e0vdwy lt6iqh 1rbwuu1 y5sq3q 1ehghwj 1qwjeco epm9dj 1cnv6wh o6zxv1 dlm1y2 11trnn5 h1jogs 1gvx11w 18gf322 1825nsb 1oy39td 1r7twh3 12fajai 15utrac 1oxwx8r f70avt 1lx0j2k 7avemv 18isti4 1jcy7xi da8k09">:root{--cds-color-darken-975:rgba(15, 17, 20, 0.98);--cds-color-darken-950:rgba(15, 17, 20, 0.95);--cds-color-darken-900:rgba(15, 17, 20, 0.9);--cds-color-darken-800:rgba(15, 17, 20, 0.8);--cds-color-darken-700:rgba(15, 17, 20, 0.7);--cds-color-darken-600:rgba(15, 17, 20, 0.6);--cds-color-darken-500:rgba(15, 17, 20, 0.5);--cds-color-darken-400:rgba(15, 17, 20, 0.4);--cds-color-darken-300:rgba(15, 17, 20, 0.3);--cds-color-darken-200:rgba(15, 17, 20, 0.2);--cds-color-darken-100:rgba(15, 17, 20, 0.1);--cds-color-darken-50:rgba(15, 17, 20, 0.05);--cds-color-darken-25:rgba(15, 17, 20, 0.03);--cds-color-darken-0:rgba(15, 17, 20, 0);--cds-color-lighten-975:rgba(255, 255, 255, 0.98);--cds-color-lighten-950:rgba(255, 255, 255, 0.95);--cds-color-lighten-900:rgba(255, 255, 255, 0.9);--cds-color-lighten-800:rgba(255, 255, 255, 0.8);--cds-color-lighten-700:rgba(255, 255, 255, 0.7);--cds-color-lighten-600:rgba(255, 255, 255, 0.6);--cds-color-lighten-500:rgba(255, 255, 255, 0.5);--cds-color-lighten-400:rgba(255, 255, 255, 0.4);--cds-color-lighten-300:rgba(255, 255, 255, 0.3);--cds-color-lighten-200:rgba(255, 255, 255, 0.2);--cds-color-lighten-100:rgba(255, 255, 255, 0.1);--cds-color-lighten-50:rgba(255, 255, 255, 0.05);--cds-color-lighten-25:rgba(255, 255, 255, 0.03);--cds-color-lighten-0:rgba(255, 255, 255, 0);--cds-color-pink-975:#1e051a;--cds-color-pink-950:#45093a;--cds-color-pink-900:#661057;--cds-color-pink-800:#7d166a;--cds-color-pink-700:#9c1a84;--cds-color-pink-600:#c429a8;--cds-color-pink-500:#e339c4;--cds-color-pink-400:#f05bd5;--cds-color-pink-300:#ff82e7;--cds-color-pink-200:#ffa6ee;--cds-color-pink-100:#ffccf5;--cds-color-pink-50:#ffe0f9;--cds-color-pink-25:#fff2fd;--cds-color-red-975:#2e0007;--cds-color-red-950:#66000f;--cds-color-red-900:#9e0018;--cds-color-red-800:#c4001d;--cds-color-red-700:#d30a28;--cds-color-red-600:#ed2644;--cds-color-red-500:#f0465f;--cds-color-red-400:#fc657d;--cds-color-red-300:#ff8f9f;--cds-color-red-200:#ffb0bc;--cds-color-red-100:#fad2d8;--cds-color-red-50:#fce5e8;--cds-color-red-25:#fdf5f5;--cds-color-green-975:#02150f;--cds-color-green-950:#062e21;--cds-color-green-900:#074735;--cds-color-green-800:#095941;--cds-color-green-700:#087051;--cds-color-green-600:#118f69;--cds-color-green-500:#22a880;--cds-color-green-400:#3bc29a;--cds-color-green-300:#66dab7;--cds-color-green-200:#94e5cd;--cds-color-green-100:#b8f2e1;--cds-color-green-50:#cffaed;--cds-color-green-25:#ebfdf8;--cds-color-yellow-975:#200900;--cds-color-yellow-950:#471400;--cds-color-yellow-900:#6b1e00;--cds-color-yellow-800:#852600;--cds-color-yellow-700:#a32e00;--cds-color-yellow-600:#c74504;--cds-color-yellow-500:#de6000;--cds-color-yellow-400:#f28100;--cds-color-yellow-300:#faaf00;--cds-color-yellow-200:#ffc936;--cds-color-yellow-100:#ffdc96;--cds-color-yellow-50:#ffeac9;--cds-color-yellow-25:#fff4e8;--cds-color-purple-975:#150333;--cds-color-purple-950:#340385;--cds-color-purple-900:#4a0fab;--cds-color-purple-800:#5b15cf;--cds-color-purple-700:#6923de;--cds-color-purple-600:#8040ed;--cds-color-purple-500:#9258f5;--cds-color-purple-400:#a678f5;--cds-color-purple-300:#c29ffc;--cds-color-purple-200:#d3bbfa;--cds-color-purple-100:#e7d9ff;--cds-color-purple-50:#f1e8ff;--cds-color-purple-25:#f9f5ff;--cds-color-blue-975:#00112a;--cds-color-blue-950:#002761;--cds-color-blue-900:#003b8f;--cds-color-blue-800:#0048b0;--cds-color-blue-700:#0056d2;--cds-color-blue-600:#1e72eb;--cds-color-blue-500:#3587fc;--cds-color-blue-400:#5b9dfc;--cds-color-blue-300:#87b8ff;--cds-color-blue-200:#adcfff;--cds-color-blue-100:#cfe2ff;--cds-color-blue-50:#e3eeff;--cds-color-blue-25:#f0f6ff;--cds-color-grey-975:#0f1114;--cds-color-grey-950:#1e2229;--cds-color-grey-900:#2d3440;--cds-color-grey-800:#363f52;--cds-color-grey-700:#404b61;--cds-color-grey-600:#5b6780;--cds-color-grey-500:#6d7c99;--cds-color-grey-400:#8495b0;--cds-color-grey-300:#a7b4c9;--cds-color-grey-200:#c1cad9;--cds-color-grey-100:#dae1ed;--cds-color-grey-50:#e8eef7;--cds-color-grey-25:#f2f5fa;--cds-color-white-0:#ffffff;--cds-color-callouts-tertiary-invert:#b0e5fb;--cds-text-decoration-link:underline;--cds-font-family-boutros-coursera:Boutros Coursera,Tahoma,sans-serif;--cds-font-family-source-sans-pro:Source Sans Pro,Arial,sans-serif;--cds-font-size-1100:5.5rem;--cds-font-size-1050:5.25rem;--cds-font-size-1000:5rem;--cds-font-size-950:4.75rem;--cds-font-size-900:4.5rem;--cds-font-size-850:4.25rem;--cds-font-size-800:4rem;--cds-font-size-750:3.75rem;--cds-font-size-700:3.5rem;--cds-font-size-650:3.25rem;--cds-font-size-600:3rem;--cds-font-size-550:2.75rem;--cds-font-size-500:2.5rem;--cds-font-size-450:2.25rem;--cds-font-size-400:2rem;--cds-font-size-375:1.875rem;--cds-font-size-350:1.75rem;--cds-font-size-300:1.5rem;--cds-font-size-250:1.25rem;--cds-font-size-200:1rem;--cds-font-size-175:0.875rem;--cds-font-size-150:0.75rem;--cds-font-size-125:0.625rem;--cds-font-size-100:0.5rem;--cds-letter-spacing-minus30:-0.003em;--cds-letter-spacing-minus50:-0.005em;--cds-letter-spacing-minus100:-0.01em;--cds-letter-spacing-100:0.01em;--cds-letter-spacing-0:0em;--cds-line-height-1200:6rem;--cds-line-height-1150:5.75rem;--cds-line-height-1100:5.5rem;--cds-line-height-1050:5.25rem;--cds-line-height-1000:5rem;--cds-line-height-900:4.5rem;--cds-line-height-850:4.25rem;--cds-line-height-800:4rem;--cds-line-height-700:3.5rem;--cds-line-height-650:3.25rem;--cds-line-height-600:3rem;--cds-line-height-550:2.75rem;--cds-line-height-525:2.625rem;--cds-line-height-500:2.5rem;--cds-line-height-450:2.25rem;--cds-line-height-400:2rem;--cds-line-height-375:1.875rem;--cds-line-height-350:1.75rem;--cds-line-height-300:1.5rem;--cds-line-height-250:1.25rem;--cds-line-height-200:1rem;--cds-line-height-175:0.875rem;--cds-line-height-150:0.75rem;--cds-base:8;--cds-font-weight-700:700;--cds-font-weight-600:600;--cds-font-weight-400:400;--cds-border-radius-max:50px;--cds-border-radius-400:32px;--cds-border-radius-200:16px;--cds-border-radius-100:8px;--cds-border-radius-50:4px;--cds-border-radius-25:2px;--cds-spacing-1400:112px;--cds-spacing-1000:80px;--cds-spacing-800:64px;--cds-spacing-600:48px;--cds-spacing-400:32px;--cds-spacing-300:24px;--cds-spacing-200:16px;--cds-spacing-150:12px;--cds-spacing-100:8px;--cds-spacing-50:4px;--cds-color-emphasis-quaternary-content-default:var(--cds-color-purple-950);--cds-color-emphasis-quaternary-stroke-default:var(--cds-color-purple-700);--cds-color-emphasis-quaternary-background-xweak:var(--cds-color-purple-25);--cds-color-emphasis-quaternary-background-weak:var(--cds-color-purple-50);--cds-color-emphasis-quaternary-background-default:var(--cds-color-purple-600);--cds-color-emphasis-quaternary-background-strong:var(--cds-color-purple-700);--cds-color-emphasis-quaternary-background-xstrong:var(--cds-color-purple-900);--cds-color-emphasis-tertiary-content-default:var(--cds-color-yellow-800);--cds-color-emphasis-tertiary-stroke-default:var(--cds-color-yellow-300);--cds-color-emphasis-tertiary-background-xweak:var(--cds-color-yellow-25);--cds-color-emphasis-tertiary-background-weak:var(--cds-color-yellow-50);--cds-color-emphasis-tertiary-background-default:var(--cds-color-yellow-300);--cds-color-emphasis-tertiary-background-strong:var(--cds-color-yellow-500);--cds-color-emphasis-tertiary-background-xstrong:var(--cds-color-yellow-600);--cds-color-emphasis-secondary-stroke-default:var(--cds-color-pink-500);--cds-color-emphasis-secondary-content-default:var(--cds-color-pink-800);--cds-color-emphasis-secondary-background-xweak:var(--cds-color-pink-25);--cds-color-emphasis-secondary-background-weak:var(--cds-color-pink-50);--cds-color-emphasis-secondary-background-xstrong:var(--cds-color-pink-700);--cds-color-emphasis-secondary-background-strong:var(--cds-color-pink-600);--cds-color-emphasis-secondary-background-default:var(--cds-color-pink-500);--cds-color-emphasis-neutral-stroke-default:var(--cds-color-grey-600);--cds-color-emphasis-neutral-content-default:var(--cds-color-grey-600);--cds-color-emphasis-neutral-background-xweak:var(--cds-color-grey-25);--cds-color-emphasis-neutral-background-weak:var(--cds-color-grey-50);--cds-color-emphasis-neutral-background-default:var(--cds-color-grey-500);--cds-color-emphasis-neutral-background-xstrong:var(--cds-color-grey-900);--cds-color-emphasis-neutral-background-xxstrong:var(--cds-color-grey-975);--cds-color-emphasis-primary-background-xweak:var(--cds-color-blue-25);--cds-color-emphasis-primary-background-strong:var(--cds-color-blue-700);--cds-color-emphasis-primary-background-default:var(--cds-color-blue-500);--cds-color-emphasis-primary-background-xstrong:var(--cds-color-blue-800);--cds-color-emphasis-primary-background-weak:var(--cds-color-blue-50);--cds-color-emphasis-primary-background-xxstrong:var(--cds-color-blue-950);--cds-color-emphasis-primary-stroke-default:var(--cds-color-blue-500);--cds-color-emphasis-primary-content-default:var(--cds-color-blue-800);--cds-color-utility-warning:var(--cds-color-yellow-200);--cds-color-utility-overlay:var(--cds-color-darken-500);--cds-color-callouts-background-primary-strong:var(--cds-color-blue-950);--cds-color-callouts-background-primary:var(--cds-color-blue-700);--cds-color-callouts-background-tertiary-weak:var(--cds-color-yellow-25);--cds-color-callouts-background-secondary-weak:var(--cds-color-purple-25);--cds-color-callouts-background-primary-weak:var(--cds-color-blue-50);--cds-color-callouts-secondary-invert:var(--cds-color-yellow-200);--cds-color-callouts-tertiary:var(--cds-color-blue-900);--cds-color-callouts-secondary:var(--cds-color-purple-950);--cds-color-feedback-background-warning-weak:var(--cds-color-yellow-25);--cds-color-feedback-background-informative-weak:var(--cds-color-blue-25);--cds-color-feedback-background-success-weak:var(--cds-color-green-25);--cds-color-feedback-background-error-weak:var(--cds-color-red-25);--cds-color-feedback-warning:var(--cds-color-yellow-700);--cds-color-feedback-informative:var(--cds-color-blue-700);--cds-color-feedback-success-invert-weak:var(--cds-color-green-50);--cds-color-feedback-success-hover:var(--cds-color-green-800);--cds-color-feedback-success:var(--cds-color-green-700);--cds-color-feedback-error-invert-weak:var(--cds-color-red-50);--cds-color-feedback-error-hover:var(--cds-color-red-900);--cds-color-feedback-error:var(--cds-color-red-700);--cds-color-neutral-background-primary:var(--cds-color-white-0);--cds-color-neutral-background-primary-weak:var(--cds-color-grey-25);--cds-color-neutral-stroke-primary-invert:var(--cds-color-white-0);--cds-color-neutral-stroke-primary-weak:var(--cds-color-grey-50);--cds-color-neutral-stroke-primary:var(--cds-color-grey-400);--cds-color-neutral-disabled-weak:var(--cds-color-grey-25);--cds-color-neutral-disabled-strong:var(--cds-color-grey-200);--cds-color-neutral-disabled:var(--cds-color-grey-50);--cds-color-neutral-primary-invert:var(--cds-color-white-0);--cds-color-neutral-primary-weak:var(--cds-color-grey-600);--cds-color-neutral-primary:var(--cds-color-grey-975);--cds-color-interactive-background-primary-selected-weak:var(--cds-color-purple-25);--cds-color-interactive-background-primary-pressed-weak:var(--cds-color-purple-25);--cds-color-interactive-background-primary-hover-weak:var(--cds-color-blue-25);--cds-color-interactive-stroke-primary-focus-invert:var(--cds-color-blue-25);--cds-color-interactive-stroke-primary-focus:var(--cds-color-purple-700);--cds-color-interactive-primary-selected:var(--cds-color-purple-950);--cds-color-interactive-primary-pressed:var(--cds-color-purple-950);--cds-color-interactive-primary-hover:var(--cds-color-blue-800);--cds-color-interactive-primary:var(--cds-color-blue-700);--cds-typography-action-secondary:var(--cds-font-weight-600) var(--cds-font-size-175)/var(--cds-line-height-250) var(--cds-font-family-source-sans-pro);--cds-typography-action-primary:var(--cds-font-weight-600) var(--cds-font-size-200)/var(--cds-line-height-300) var(--cds-font-family-source-sans-pro);--cds-typography-body-secondary:var(--cds-font-weight-400) var(--cds-font-size-175)/var(--cds-line-height-250) var(--cds-font-family-source-sans-pro);--cds-typography-body-primary:var(--cds-font-weight-400) var(--cds-font-size-200)/var(--cds-line-height-300) var(--cds-font-family-source-sans-pro);--cds-typography-subtitle-medium:var(--cds-font-weight-600) var(--cds-font-size-200)/var(--cds-line-height-250) var(--cds-font-family-source-sans-pro);--cds-typography-subtitle-large:var(--cds-font-weight-600) var(--cds-font-size-250)/var(--cds-line-height-300) var(--cds-font-family-source-sans-pro);--cds-typography-title-small-sm:var(--cds-font-weight-600) var(--cds-font-size-300)/var(--cds-line-height-375) var(--cds-font-family-source-sans-pro);--cds-typography-title-small:var(--cds-font-weight-600) var(--cds-font-size-375)/var(--cds-line-height-450) var(--cds-font-family-source-sans-pro);--cds-typography-title-medium-sm:var(--cds-font-weight-600) var(--cds-font-size-350)/var(--cds-line-height-450) var(--cds-font-family-source-sans-pro);--cds-typography-title-medium:var(--cds-font-weight-600) var(--cds-font-size-450)/var(--cds-line-height-525) var(--cds-font-family-source-sans-pro);--cds-typography-title-large-sm:var(--cds-font-weight-600) var(--cds-font-size-400)/var(--cds-line-height-500) var(--cds-font-family-source-sans-pro);--cds-typography-title-large:var(--cds-font-weight-600) var(--cds-font-size-600)/var(--cds-line-height-700) var(--cds-font-family-source-sans-pro);--cds-typography-display-sm:var(--cds-font-weight-600) var(--cds-font-size-500)/var(--cds-line-height-550) var(--cds-font-family-source-sans-pro);--cds-typography-display:var(--cds-font-weight-600) var(--cds-font-size-800)/var(--cds-line-height-900) var(--cds-font-family-source-sans-pro);}@media (max-width: 1023.95px){:root{--cds-typography-display:var(--cds-typography-display-sm);--cds-typography-title-large:var(--cds-typography-title-large-sm);--cds-typography-title-medium:var(--cds-typography-title-medium-sm);--cds-typography-title-small:var(--cds-typography-title-small-sm);}}:root[dir='rtl']{--cds-text-decoration-link:underline;--cds-typography-action-secondary:var(--cds-font-weight-700) var(--cds-font-size-175)/var(--cds-line-height-250) var(--cds-font-family-boutros-coursera);--cds-typography-action-primary:var(--cds-font-weight-700) var(--cds-font-size-200)/var(--cds-line-height-300) var(--cds-font-family-boutros-coursera);--cds-typography-body-secondary:var(--cds-font-weight-400) var(--cds-font-size-175)/var(--cds-line-height-250) var(--cds-font-family-boutros-coursera);--cds-typography-body-primary:var(--cds-font-weight-400) var(--cds-font-size-200)/var(--cds-line-height-300) var(--cds-font-family-boutros-coursera);--cds-typography-subtitle-medium:var(--cds-font-weight-700) var(--cds-font-size-200)/var(--cds-line-height-250) var(--cds-font-family-boutros-coursera);--cds-typography-subtitle-large:var(--cds-font-weight-700) var(--cds-font-size-250)/var(--cds-line-height-300) var(--cds-font-family-boutros-coursera);--cds-typography-title-small-sm:var(--cds-font-weight-700) var(--cds-font-size-375)/var(--cds-line-height-450) var(--cds-font-family-boutros-coursera);--cds-typography-title-small:var(--cds-font-weight-700) var(--cds-font-size-375)/var(--cds-line-height-450) var(--cds-font-family-boutros-coursera);--cds-typography-title-medium-sm:var(--cds-font-weight-700) var(--cds-font-size-350)/var(--cds-line-height-450) var(--cds-font-family-boutros-coursera);--cds-typography-title-medium:var(--cds-font-weight-700) var(--cds-font-size-450)/var(--cds-line-height-525) var(--cds-font-family-boutros-coursera);--cds-typography-title-large-sm:var(--cds-font-weight-700) var(--cds-font-size-400)/var(--cds-line-height-500) var(--cds-font-family-boutros-coursera);--cds-typography-title-large:var(--cds-font-weight-700) var(--cds-font-size-600)/var(--cds-line-height-700) var(--cds-font-family-boutros-coursera);--cds-typography-display-sm:var(--cds-font-weight-700) var(--cds-font-size-500)/var(--cds-line-height-550) var(--cds-font-family-boutros-coursera);--cds-typography-display:var(--cds-font-weight-700) var(--cds-font-size-800)/var(--cds-line-height-900) var(--cds-font-family-boutros-coursera);}@media (max-width: 1023.95px){:root[dir='rtl']{--cds-typography-display:var(--cds-typography-display-sm);--cds-typography-title-large:var(--cds-typography-title-large-sm);--cds-typography-title-medium:var(--cds-typography-title-medium-sm);--cds-typography-title-small:var(--cds-typography-title-small-sm);--cds-typography-display:var(--cds-typography-display-sm);--cds-typography-title-large:var(--cds-typography-title-large-sm);--cds-typography-title-medium:var(--cds-typography-title-medium-sm);--cds-typography-title-small:var(--cds-typography-title-small-sm);}}:root{--cds-font-size-body2:0.875rem;--cds-font-size-title4:0.875rem;--cds-letter-spacing-250:-0.2px;--cds-letter-spacing-125:-0.1px;--cds-font-family-body:var(--cds-font-family-source-sans-pro);--cds-font-family-title:var(--cds-font-family-source-sans-pro);--cds-font-family-display:var(--cds-font-family-source-sans-pro);--cds-font-size-body1:var(--cds-font-size-200);--cds-font-size-title3:var(--cds-font-size-200);--cds-font-size-title2:var(--cds-font-size-250);--cds-font-size-title1-xs:var(--cds-font-size-300);--cds-font-size-title1-lg:var(--cds-font-size-350);--cds-font-size-display2-xs:var(--cds-font-size-400);--cds-font-size-display2-sm:var(--cds-font-size-450);--cds-font-size-display2-lg:var(--cds-font-size-550);--cds-font-size-display1-xs:var(--cds-font-size-600);--cds-font-size-display1-sm:var(--cds-font-size-800);--cds-font-size-display1-lg:var(--cds-font-size-1050);--cds-letter-spacing-body2:var(--cds-letter-spacing-0);--cds-letter-spacing-body1:var(--cds-letter-spacing-0);--cds-letter-spacing-title4:var(--cds-letter-spacing-125);--cds-letter-spacing-title3:var(--cds-letter-spacing-125);--cds-letter-spacing-title2:var(--cds-letter-spacing-125);--cds-letter-spacing-title1:var(--cds-letter-spacing-125);--cds-letter-spacing-display2:var(--cds-letter-spacing-125);--cds-letter-spacing-display1:var(--cds-letter-spacing-250);--cds-line-height-body2:var(--cds-line-height-250);--cds-line-height-body1:var(--cds-line-height-300);--cds-line-height-title4:var(--cds-line-height-250);--cds-line-height-title3:var(--cds-line-height-300);--cds-line-height-title2:var(--cds-line-height-350);--cds-line-height-title1-xs:var(--cds-line-height-400);--cds-line-height-title1-lg:var(--cds-line-height-450);--cds-line-height-display2-xs:var(--cds-line-height-500);--cds-line-height-display2-sm:var(--cds-line-height-600);--cds-line-height-display2-lg:var(--cds-line-height-650);--cds-line-height-display1-xs:var(--cds-line-height-700);--cds-line-height-display1-sm:var(--cds-line-height-900);--cds-line-height-display1-lg:var(--cds-line-height-1150);--cds-typography-body2:var(--cds-font-weight-400) var(--cds-font-size-body2)/var(--cds-line-height-body2) var(--cds-font-family-body);--cds-typography-body1:var(--cds-font-weight-400) var(--cds-font-size-body1)/var(--cds-line-height-body1) var(--cds-font-family-body);--cds-typography-title4:var(--cds-font-weight-700) var(--cds-font-size-title4)/var(--cds-line-height-title4) var(--cds-font-family-title);--cds-typography-title3-strong:var(--cds-font-weight-700) var(--cds-font-size-title3)/var(--cds-line-height-title3) var(--cds-font-family-title);--cds-typography-title3:var(--cds-font-weight-600) var(--cds-font-size-title3)/var(--cds-line-height-title3) var(--cds-font-family-title);--cds-typography-title2-weak:var(--cds-font-weight-400) var(--cds-font-size-title2)/var(--cds-line-height-title2) var(--cds-font-family-title);--cds-typography-title2:var(--cds-font-weight-600) var(--cds-font-size-title2)/var(--cds-line-height-title2) var(--cds-font-family-title);--cds-typography-title1-xs-weak:var(--cds-font-weight-400) 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);}}.css-1p7n6e0{min-width:360;background-color:#fff;box-shadow:0 2px 4px 0 rgb(0 0 0 / 10%);position:fixed;width:100%;left:0;right:0;top:0;-webkit-transition:top 0.2s ease-in-out;transition:top 0.2s 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class="rc-EntityPageHeader css-n7jvmu"><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"><header class="css-akqbi1"><ul data-unit="breadcrumbs-list" class="rc-EntityPageBreadcrumbs"><li class="breadcrumb-item"><a class="cds-7 cds-1 cds-3 breadcrumb-title is-link css-1vvtrhi cds-30" href="browse">Browse</a><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="breadcrumb-divider css-1e2gpwi" id="cds-react-aria-5"><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></li><li class="breadcrumb-item"><span class="breadcrumb-title css-4s48ix">Artificial Intelligence</span></li></ul><div class="cds-45 css-7avemv cds-46" data-testid="top-content-block"><div class="cds-45 css-0 cds-47 cds-grid-item cds-92"><h2 class="cds-7 cds-Typography-base css-h1jogs cds-9">Artificial Intelligence Courses Online</h2></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-92"><p class=" css-4s48ix">Explore AI courses that cover skills like machine learning, data analysis, and neural networks. Build expertise for careers in AI research, robotics, and data science.</p></div></div></header></div></div></div></div><main id="main" class="css-1y4qktt"><div class="css-q9p10k"><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="cds-45 css-1winmd cds-46"><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-111"><div class="css-1khwbbn"><div class="css-qdegye"><div class="css-1xdhyk6 cds-157"><div class="css-1u8qly9"><div class="css-1u8qly9"><div class="filterContent"></div></div></div></div><div class="cds-157"><h3 class="cds-7 css-12w2b3k cds-9">Filter by</h3><div data-testid="search-filter-group-Subject" class="css-1rmmvio"><div class="cds-167 cds-formControl-root css-18y6usd" aria-labelledby="cds-react-aria-6-formLabel" role="group"><div class="cds-171 cds-formLabel-root cds-formLabel-onLight cds-formControl-formLabel css-s27fdh cds-177" for="cds-react-aria-7" 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id="cds-react-aria-8-label-text"><span>Data Science<span class="css-ebbjlp">(<!-- -->584<!-- -->)</span></span></span></div></label></div><div class="css-1bmgd8" data-testid="Business-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-10" data-indeterminate="false" aria-labelledby="cds-react-aria-10-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-11" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-10-label-text"><span>Business<span class="css-ebbjlp">(<!-- -->324<!-- 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Technology-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-14" data-indeterminate="false" aria-labelledby="cds-react-aria-14-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-15" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-14-label-text"><span>Information Technology<span class="css-ebbjlp">(<!-- -->172<!-- -->)</span></span></span></div></label></div></div></div><div class="css-bx8io7"><button data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" 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cds-ContextualHelp-helpToggleButton css-1wk81cj" tabindex="0" type="button" aria-controls="cds-react-aria-18-helpContent" aria-expanded="false" aria-label="Information about this filter group" id="cds-react-aria-18-helpToggleButton"><svg aria-hidden="true" class="cds-ContextualHelpIcon-customHelpIcon css-1wdokyz" id="cds-react-aria-18-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-18-helpContent"><div class="cds-200 cds-202" style="min-height:0px"><div class="cds-203"><div class="cds-204"><div class="cds-ContextualHelp-tooltipContainer"><div class="cds-ContextualHelp-tooltipContent"><p class=" css-4s48ix">The language used throughout the course, in both instruction and assessments.</p></div><div class="cds-ContextualHelp-tooltipActions"><div class="cds-ContextualHelp-tooltipCta"></div><button class="cds-149 cds-ContextualHelp-tooltipCloseButton cds-button-disableElevation cds-button-ghost css-yy9yht" tabindex="0" type="button"><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" 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>Close</span></button></div></div></div></div></div></div></div><div class="cds-179 cds-formGroup-groupWrapper"><div class="css-1bmgd8" data-testid="English-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-20" data-indeterminate="false" aria-labelledby="cds-react-aria-20-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-21" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-20-label-text"><span>English<span class="css-ebbjlp">(<!-- -->1,210<!-- -->)</span></span></span></div></label></div><div class="css-1bmgd8" data-testid="Spanish-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-22" data-indeterminate="false" aria-labelledby="cds-react-aria-22-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-23" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-22-label-text"><span>Spanish<span class="css-ebbjlp">(<!-- -->737<!-- -->)</span></span></span></div></label></div><div class="css-1bmgd8" data-testid="Portuguese (Brazil)-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-24" data-indeterminate="false" aria-labelledby="cds-react-aria-24-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-25" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-24-label-text"><span>Portuguese (Brazil)<span class="css-ebbjlp">(<!-- -->670<!-- -->)</span></span></span></div></label></div><div class="css-1bmgd8" data-testid="Arabic-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-26" data-indeterminate="false" aria-labelledby="cds-react-aria-26-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-27" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-26-label-text"><span>Arabic<span class="css-ebbjlp">(<!-- -->667<!-- -->)</span></span></span></div></label></div></div></div><div class="css-bx8io7"><button data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="expand_filter_items_button_language" class="cds-149 cds-button-disableElevation cds-button-ghost css-l0otf2" tabindex="0" role="button" data-test="expand-filter-items-button" aria-label="Show more Language options" type="button"><span class="cds-button-label">Show more</span></button></div></div><div data-testid="search-filter-group-Learning Product" class="css-1rmmvio"><div class="cds-167 cds-formControl-root css-18y6usd" aria-labelledby="cds-react-aria-28-formLabel" role="group"><div class="cds-171 cds-formLabel-root cds-formLabel-onLight cds-formControl-formLabel css-s27fdh cds-177" for="cds-react-aria-29" id="cds-react-aria-28-formLabel">Learning Product<div data-testid="visually-hidden" class="css-1whdyhf">Required</div><span aria-hidden="true" class="cds-178 cds-formLabel-asterisk"> <!-- -->*</span></div><div class="cds-179 cds-formGroup-groupWrapper"><div class="css-1bmgd8" data-testid="Guided Projects-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-30" data-indeterminate="false" aria-labelledby="cds-react-aria-30-label-text cds-react-aria-30-support-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-31" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-30-label-text"><span>Guided Projects<span class="css-ebbjlp">(<!-- -->116<!-- -->)</span></span></span></div></label><div class="cds-checkboxAndRadio-supportText css-kimdhf" id="cds-react-aria-30-support-text">Build job-relevant skills in under 2 hours with hands-on tutorials.</div></div><div class="css-1bmgd8" data-testid="Courses-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-32" data-indeterminate="false" aria-labelledby="cds-react-aria-32-label-text cds-react-aria-32-support-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-33" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-32-label-text"><span>Courses<span class="css-ebbjlp">(<!-- -->908<!-- -->)</span></span></span></div></label><div class="cds-checkboxAndRadio-supportText css-kimdhf" id="cds-react-aria-32-support-text">Learn from top instructors with graded assignments, videos, and discussion forums.</div></div><div class="css-1bmgd8" data-testid="Projects-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-34" data-indeterminate="false" aria-labelledby="cds-react-aria-34-label-text cds-react-aria-34-support-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-35" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-34-label-text"><span>Projects<span class="css-ebbjlp">(<!-- -->38<!-- -->)</span></span></span></div></label><div class="cds-checkboxAndRadio-supportText css-kimdhf" id="cds-react-aria-34-support-text">Learn a new tool or skill in an interactive, hands-on environment.</div></div><div class="css-1bmgd8" data-testid="Specializations-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-36" data-indeterminate="false" aria-labelledby="cds-react-aria-36-label-text cds-react-aria-36-support-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-37" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-36-label-text"><span>Specializations<span class="css-ebbjlp">(<!-- -->239<!-- -->)</span></span></span></div></label><div class="cds-checkboxAndRadio-supportText css-kimdhf" id="cds-react-aria-36-support-text">Get in-depth knowledge of a subject by completing a series of courses and projects.</div></div><div class="css-1bmgd8" data-testid="Professional Certificates-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-38" data-indeterminate="false" aria-labelledby="cds-react-aria-38-label-text cds-react-aria-38-support-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-39" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-38-label-text"><span>Professional Certificates<span class="css-ebbjlp">(<!-- -->47<!-- -->)</span></span></span></div></label><div class="cds-checkboxAndRadio-supportText css-kimdhf" id="cds-react-aria-38-support-text">Earn career credentials from industry leaders that demonstrate your expertise.</div></div><div class="css-1bmgd8" data-testid="MasterTrack® Certificates-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-40" data-indeterminate="false" aria-labelledby="cds-react-aria-40-label-text cds-react-aria-40-support-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-41" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-40-label-text"><span>MasterTrack® Certificates<span class="css-ebbjlp">(<!-- -->5<!-- -->)</span></span></span></div></label><div class="cds-checkboxAndRadio-supportText css-kimdhf" id="cds-react-aria-40-support-text">Earn career credentials while taking courses that count towards your Master’s degree.</div></div><div class="css-1bmgd8" data-testid="Degrees-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-42" data-indeterminate="false" aria-labelledby="cds-react-aria-42-label-text cds-react-aria-42-support-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-43" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-42-label-text"><span>Degrees<span class="css-ebbjlp">(<!-- -->20<!-- -->)</span></span></span></div></label><div class="cds-checkboxAndRadio-supportText css-kimdhf" id="cds-react-aria-42-support-text">Earn your Bachelor’s or Master’s degree online for a fraction of the cost of in-person learning.</div></div><div class="css-1bmgd8" data-testid="Graduate Certificates-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-44" data-indeterminate="false" aria-labelledby="cds-react-aria-44-label-text cds-react-aria-44-support-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-45" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-44-label-text"><span>Graduate Certificates<span class="css-ebbjlp">(<!-- -->17<!-- -->)</span></span></span></div></label><div class="cds-checkboxAndRadio-supportText css-kimdhf" id="cds-react-aria-44-support-text">Earn a university-issued career credential in a flexible, interactive format.</div></div><div class="css-1bmgd8" data-testid="University Certificates-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-46" data-indeterminate="false" aria-labelledby="cds-react-aria-46-label-text cds-react-aria-46-support-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-47" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-46-label-text"><span>University Certificates<span class="css-ebbjlp">(<!-- -->3<!-- -->)</span></span></span></div></label><div class="cds-checkboxAndRadio-supportText css-kimdhf" id="cds-react-aria-46-support-text">Graduate level learning within reach.</div></div></div></div></div><div data-testid="search-filter-group-Level" class="css-1rmmvio"><div class="cds-167 cds-formControl-root css-18y6usd" aria-labelledby="cds-react-aria-48-formLabel" role="group"><div class="cds-171 cds-formLabel-root cds-formLabel-onLight cds-formControl-formLabel css-s27fdh cds-177" for="cds-react-aria-49" id="cds-react-aria-48-formLabel">Level<div data-testid="visually-hidden" class="css-1whdyhf">Required</div><span aria-hidden="true" class="cds-178 cds-formLabel-asterisk"> <!-- -->*</span></div><div class="cds-179 cds-formGroup-groupWrapper"><div class="css-1bmgd8" data-testid="Beginner-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-50" data-indeterminate="false" aria-labelledby="cds-react-aria-50-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-51" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-50-label-text"><span>Beginner<span class="css-ebbjlp">(<!-- -->706<!-- -->)</span></span></span></div></label></div><div class="css-1bmgd8" data-testid="Intermediate-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-52" data-indeterminate="false" aria-labelledby="cds-react-aria-52-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-53" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-52-label-text"><span>Intermediate<span class="css-ebbjlp">(<!-- -->505<!-- -->)</span></span></span></div></label></div><div class="css-1bmgd8" data-testid="Advanced-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-54" data-indeterminate="false" aria-labelledby="cds-react-aria-54-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-55" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-54-label-text"><span>Advanced<span class="css-ebbjlp">(<!-- -->66<!-- -->)</span></span></span></div></label></div><div class="css-1bmgd8" data-testid="Mixed-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-56" data-indeterminate="false" aria-labelledby="cds-react-aria-56-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-57" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-56-label-text"><span>Mixed<span class="css-ebbjlp">(<!-- -->71<!-- -->)</span></span></span></div></label></div></div></div></div><div data-testid="search-filter-group-Duration" class="css-1rmmvio"><div class="cds-167 cds-formControl-root css-18y6usd" aria-labelledby="cds-react-aria-58-formLabel" role="group"><div class="cds-171 cds-formLabel-root cds-formLabel-onLight cds-formControl-formLabel css-s27fdh cds-177" for="cds-react-aria-59" id="cds-react-aria-58-formLabel">Duration<div data-testid="visually-hidden" class="css-1whdyhf">Required</div><span aria-hidden="true" class="cds-178 cds-formLabel-asterisk"> <!-- -->*</span></div><div class="cds-179 cds-formGroup-groupWrapper"><div class="css-1bmgd8" data-testid="Less Than 2 Hours-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-60" data-indeterminate="false" aria-labelledby="cds-react-aria-60-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-61" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-60-label-text"><span>Less Than 2 Hours<span class="css-ebbjlp">(<!-- -->154<!-- -->)</span></span></span></div></label></div><div class="css-1bmgd8" data-testid="1-4 Weeks-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-62" data-indeterminate="false" aria-labelledby="cds-react-aria-62-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-63" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-62-label-text"><span>1-4 Weeks<span class="css-ebbjlp">(<!-- -->550<!-- -->)</span></span></span></div></label></div><div class="css-1bmgd8" data-testid="1-3 Months-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-64" data-indeterminate="false" aria-labelledby="cds-react-aria-64-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-65" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-64-label-text"><span>1-3 Months<span class="css-ebbjlp">(<!-- -->409<!-- -->)</span></span></span></div></label></div><div class="css-1bmgd8" data-testid="3-6 Months-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-66" data-indeterminate="false" aria-labelledby="cds-react-aria-66-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-67" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-66-label-text"><span>3-6 Months<span class="css-ebbjlp">(<!-- -->233<!-- -->)</span></span></span></div></label></div><div class="css-1bmgd8" data-testid="6-12 Months-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-68" data-indeterminate="false" aria-labelledby="cds-react-aria-68-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-69" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-68-label-text"><span>6-12 Months<span class="css-ebbjlp">(<!-- -->25<!-- -->)</span></span></span></div></label></div><div class="css-1bmgd8" data-testid="1-4 Years-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-70" data-indeterminate="false" aria-labelledby="cds-react-aria-70-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-71" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-70-label-text"><span>1-4 Years<span class="css-ebbjlp">(<!-- -->20<!-- -->)</span></span></span></div></label></div></div></div></div><div data-testid="search-filter-group-Skills" class="css-1rmmvio"><div class="cds-167 cds-formControl-root css-18y6usd" aria-labelledby="cds-react-aria-72-formLabel" role="group"><div class="cds-171 cds-formLabel-root cds-formLabel-onLight cds-formControl-formLabel css-s27fdh cds-177" for="cds-react-aria-73" id="cds-react-aria-72-formLabel">Skills<div data-testid="visually-hidden" class="css-1whdyhf">Required</div><span aria-hidden="true" class="cds-178 cds-formLabel-asterisk"> <!-- -->*</span></div><div class="cds-179 cds-formGroup-groupWrapper"><div class="css-1bmgd8" data-testid="Machine Learning-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-74" data-indeterminate="false" aria-labelledby="cds-react-aria-74-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-75" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-74-label-text"><span>Machine Learning<span class="css-ebbjlp">(<!-- -->576<!-- -->)</span></span></span></div></label></div><div class="css-1bmgd8" data-testid="Data Analysis-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-76" data-indeterminate="false" aria-labelledby="cds-react-aria-76-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-77" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-76-label-text"><span>Data Analysis<span class="css-ebbjlp">(<!-- -->289<!-- -->)</span></span></span></div></label></div><div class="css-1bmgd8" data-testid="Leadership and Management-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-78" data-indeterminate="false" aria-labelledby="cds-react-aria-78-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-79" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-78-label-text"><span>Leadership and Management<span class="css-ebbjlp">(<!-- -->259<!-- -->)</span></span></span></div></label></div><div class="css-1bmgd8" data-testid="Python Programming-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-80" data-indeterminate="false" aria-labelledby="cds-react-aria-80-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-81" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-80-label-text"><span>Python Programming<span class="css-ebbjlp">(<!-- -->244<!-- -->)</span></span></span></div></label></div></div></div><div class="css-bx8io7"><button data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="expand_filter_items_button_skills" class="cds-149 cds-button-disableElevation cds-button-ghost css-l0otf2" tabindex="0" role="button" data-test="expand-filter-items-button" aria-label="Show more Skills options" type="button"><span class="cds-button-label">Show more</span></button></div></div><div data-testid="search-filter-group-Subtitles" class="css-1rmmvio"><div class="cds-167 cds-formControl-root css-18y6usd" aria-labelledby="cds-react-aria-82-formLabel" role="group"><div class="cds-171 cds-formLabel-root cds-formLabel-onLight cds-formControl-formLabel css-s27fdh cds-177" for="cds-react-aria-83" id="cds-react-aria-82-formLabel">Subtitles<div data-testid="visually-hidden" class="css-1whdyhf">Required</div><span aria-hidden="true" class="cds-178 cds-formLabel-asterisk"> <!-- -->*</span></div><div class="cds-179 cds-formGroup-groupWrapper"><div class="css-1bmgd8" data-testid="English-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-84" data-indeterminate="false" aria-labelledby="cds-react-aria-84-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-85" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-84-label-text"><span>English<span class="css-ebbjlp">(<!-- -->1,240<!-- -->)</span></span></span></div></label></div><div class="css-1bmgd8" data-testid="Spanish-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-86" data-indeterminate="false" aria-labelledby="cds-react-aria-86-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-87" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-86-label-text"><span>Spanish<span class="css-ebbjlp">(<!-- -->771<!-- -->)</span></span></span></div></label></div><div class="css-1bmgd8" data-testid="French-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-88" data-indeterminate="false" aria-labelledby="cds-react-aria-88-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-89" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-88-label-text"><span>French<span class="css-ebbjlp">(<!-- -->711<!-- -->)</span></span></span></div></label></div><div class="css-1bmgd8" data-testid="Arabic-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-90" data-indeterminate="false" aria-labelledby="cds-react-aria-90-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-91" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-90-label-text"><span>Arabic<span class="css-ebbjlp">(<!-- -->709<!-- -->)</span></span></span></div></label></div></div></div><div class="css-bx8io7"><button data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="expand_filter_items_button_subtitleLanguage" class="cds-149 cds-button-disableElevation cds-button-ghost css-l0otf2" tabindex="0" role="button" data-test="expand-filter-items-button" aria-label="Show more Subtitles options" type="button"><span class="cds-button-label">Show more</span></button></div></div><div data-testid="search-filter-group-Educator" class="css-1rmmvio"><div class="cds-167 cds-formControl-root css-18y6usd" aria-labelledby="cds-react-aria-92-formLabel" role="group"><div class="cds-171 cds-formLabel-root cds-formLabel-onLight cds-formControl-formLabel css-s27fdh cds-177" for="cds-react-aria-93" id="cds-react-aria-92-formLabel">Educator<div data-testid="visually-hidden" class="css-1whdyhf">Required</div><span aria-hidden="true" class="cds-178 cds-formLabel-asterisk"> <!-- -->*</span></div><div class="cds-179 cds-formGroup-groupWrapper"><div class="css-1bmgd8" data-testid="Coursera Project Network-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-94" data-indeterminate="false" aria-labelledby="cds-react-aria-94-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-95" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-94-label-text"><span>Coursera Project Network<span class="css-ebbjlp">(<!-- -->111<!-- -->)</span></span></span></div></label></div><div class="css-1bmgd8" data-testid="Google Cloud-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-96" data-indeterminate="false" aria-labelledby="cds-react-aria-96-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-97" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-96-label-text"><span>Google Cloud<span class="css-ebbjlp">(<!-- -->110<!-- -->)</span></span></span></div></label></div><div class="css-1bmgd8" data-testid="IBM-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-98" data-indeterminate="false" aria-labelledby="cds-react-aria-98-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-99" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-98-label-text"><span>IBM<span class="css-ebbjlp">(<!-- -->90<!-- -->)</span></span></span></div></label></div><div class="css-1bmgd8" data-testid="DeepLearning.AI-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-100" data-indeterminate="false" aria-labelledby="cds-react-aria-100-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-101" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-100-label-text"><span>DeepLearning.AI<span class="css-ebbjlp">(<!-- -->70<!-- -->)</span></span></span></div></label></div></div></div><div class="css-bx8io7"><button data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="expand_filter_items_button_partners" class="cds-149 cds-button-disableElevation cds-button-ghost css-l0otf2" tabindex="0" role="button" data-test="expand-filter-items-button" aria-label="Show more Educator options" type="button"><span class="cds-button-label">Show more</span></button></div></div></div></div></div></div><div class="cds-45 css-1xdhyk6 cds-47 cds-grid-item cds-92 cds-117"><div class="cds-45 css-1ix3oq0 cds-46 cds-65"><div class="cds-45 css-1q3mc6j cds-47 cds-grid-item" id="search-results-header-wrapper"><div aria-live="polite" aria-atomic="true"><div class="rc-SearchResultsHeader"><h2 class="css-14fx0ln" role="heading"><div data-e2e="NumberOfResultsSection"><span>Explore the AI Course Catalog</span></div></h2></div></div></div><div class="cds-45 css-1cm2tw6 cds-47 cds-grid-item"></div></div><div class="cds-157"><div data-testid="visually-hidden" class="css-1whdyhf"><div aria-live="polite"></div></div></div><ul class="cds-45 css-reop8o cds-46"><li class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-100 cds-112 cds-126"><div class="css-16m4c33"><div data-testid="product-card-cds" class="css-22za10"><div class="cds-ProductCard-base cds-ProductCard-grid css-pidhmc"><div class="cds-CommonCard-clickArea"><div class="cds-ProductCard-gridCard"><div class="cds-ProductCard-gridPreviewContainer"><div class="cds-CommonCard-previewImage"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://s3.amazonaws.com/coursera-course-photos/a7/edd3b41ddd45298d7bbcb04b19fba6/200766_Logo-Image_1200x1200pxl-copy-3.png?auto=format%2Ccompress%2C%20enhance&dpr=1&w=265&h=216&fit=crop&q=50" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://s3.amazonaws.com/coursera-course-photos/a7/edd3b41ddd45298d7bbcb04b19fba6/200766_Logo-Image_1200x1200pxl-copy-3.png?auto=format%2Ccompress%2C%20enhance&dpr=2&w=265&h=216&fit=crop&q=50 2x, https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://s3.amazonaws.com/coursera-course-photos/a7/edd3b41ddd45298d7bbcb04b19fba6/200766_Logo-Image_1200x1200pxl-copy-3.png?auto=format%2Ccompress%2C%20enhance&dpr=3&w=265&h=216&fit=crop&q=50 3x" style="max-width:none;max-height:none;min-width:100%;min-height:100%" alt="" fetchpriority="high"/></div></div><div class="cds-ProductCard-content"><div class="cds-ProductCard-header"><div class="cds-ProductCard-partnerInfo" id="cds-react-aria-102-product-card-partner-info"><div class="cds-CommonCard-interactiveArea"><div class="css-18juqt8 cds-ProductCard-partners" title="IBM"><div class="cds-ProductCard-partnerLogos"><div class="cds-Avatar-base cds-Avatar-organization cds-Avatar-showBorder css-de92ti"><div aria-hidden="true" class="cds-Avatar-initial"><span class="cds-Avatar-initialText">I</span></div></div></div><p class="cds-ProductCard-partnerNames css-vac8rf">IBM</p></div></div></div><div><a data-click-key="seo_entity_page.search.click.search_card" data-click-value="{"filtersApplied":{},"hitPosition":0,"href":"/learn/introduction-to-ai","indexName":"consumer_products_cohere_embed_english_v3_alias:rt-search-heavy-ranker-cohere-english-prod","indexPosition":1,"listIndex":1,"namespace":{"action":"click","app":"seo_entity_page","component":"search_card","page":"search"},"noResults":false,"objectID":"course~mR7MlUaTEemuHQ4HpHozrA","query":"artificial intelligence","queryID":"artificial intelligence","schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="search_card" data-track-href="/learn/introduction-to-ai" href="/learn/introduction-to-ai" to="/learn/introduction-to-ai" class="cds-7 cds-1 cds-3 cds-CommonCard-titleLink css-si869u cds-30" id="cds-react-aria-102-product-card-title" aria-label="Introduction to Artificial Intelligence (AI) Course by IBM, 4.7 stars, by 15K reviews, provide skills Algorithms, Applied Machine Learning, Artificial Neural Networks etc... Beginner level 1 - 4 Weeks" target="_blank" rel="noopener noreferrer"><h3 class="cds-CommonCard-title css-6ecy9b">Introduction to Artificial Intelligence (AI)</h3></a></div></div><div class="cds-ProductCard-body"><div class="cds-CommonCard-bodyContent"><p class=" css-vac8rf"><b class="css-l47nsn">Skills you'll gain<!-- -->: </b>Algorithms, Applied Machine Learning, Artificial Neural Networks, Computer Vision, Deep Learning, Human Learning, Machine Learning, Machine Learning Algorithms, Machine Learning Software, Natural Language Processing, Data Science</p></div></div><div class="cds-ProductCard-footer"><div class="cds-CommonCard-category"></div><div class="cds-CommonCard-ratings"><div class="cds-RatingStat-sizeLabel css-1i7bybc" id="cds-react-aria-103"><div aria-label="Rating" aria-valuemax="5" aria-valuemin="0" aria-valuenow="4.7" aria-valuetext="4.7 out of 5 stars" class="cds-RatingStat-meter" id="cds-react-aria-103-meter" role="meter"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="cds-RatingStat-icon css-0" id="cds-react-aria-104"><path d="M17.51 7.77h-5.32l-1.78-5.46a.45.45 0 00-.85 0l-1.8 5.46H2.45A.45.45 0 002 8.2a.43.43 0 00.16.35L6.66 12l-1.72 5.43a.45.45 0 00.3.56.43.43 0 00.39-.08L10 14.53l4.38 3.38a.44.44 0 00.69-.48L13.33 12l4.49-3.44a.43.43 0 00-.03-.73.501.501 0 00-.28-.06z" fill="#F2D049"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M9.7 1.547a.947.947 0 011.199.62l1.666 5.111 4.967-.003a.923.923 0 01.794.388.922.922 0 01-.216 1.294l-4.19 3.212 1.621 5.083a.931.931 0 01-1.475 1.03l-4.05-3.132-4.053 3.163a.934.934 0 01-.838.158.94.94 0 01-.643-1.177l.002-.006 1.618-5.094-4.207-3.213a.94.94 0 01.612-1.702h4.91L9.111 2.13a.94.94 0 01.58-.58l.009-.003zm7.656 6.728l-5.517.004L10 2.632 8.14 8.28H2.623l4.645 3.547-1.773 5.584 4.518-3.526 4.519 3.494-1.78-5.575 4.604-3.528z" fill="#7C6919"></path></svg><span class=" css-6ecy9b">4.7</span><div data-testid="visually-hidden" id="cds-react-aria-103-aria-describedby-label" class="css-1whdyhf">Rating, 4.7 out of 5 stars</div></div><span class=" css-vac8rf" aria-hidden="true">·</span><div class=" css-vac8rf">15K reviews</div></div></div><div class="cds-CommonCard-metadata"><p class=" css-vac8rf">Beginner · Course · 1 - 4 Weeks</p></div></div></div></div></div></div></div></div></li><li class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-100 cds-112 cds-126"><div class="css-16m4c33"><div data-testid="product-card-cds" class="css-22za10"><div class="cds-ProductCard-base cds-ProductCard-grid css-pidhmc"><div class="cds-CommonCard-clickArea"><div class="cds-ProductCard-gridCard"><div class="cds-ProductCard-gridPreviewContainer"><div class="cds-CommonCard-previewImage"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://s3.amazonaws.com/coursera-course-photos/41/763803169e4d31a5e7611bc928124b/Course-Logo.png?auto=format%2Ccompress%2C%20enhance&dpr=1&w=265&h=216&fit=crop&q=50" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://s3.amazonaws.com/coursera-course-photos/41/763803169e4d31a5e7611bc928124b/Course-Logo.png?auto=format%2Ccompress%2C%20enhance&dpr=2&w=265&h=216&fit=crop&q=50 2x, https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://s3.amazonaws.com/coursera-course-photos/41/763803169e4d31a5e7611bc928124b/Course-Logo.png?auto=format%2Ccompress%2C%20enhance&dpr=3&w=265&h=216&fit=crop&q=50 3x" style="max-width:none;max-height:none;min-width:100%;min-height:100%" alt="" fetchpriority="high"/></div></div><div class="cds-ProductCard-content"><div class="cds-ProductCard-header"><div class="cds-ProductCard-partnerInfo" id="cds-react-aria-105-product-card-partner-info"><div class="cds-CommonCard-interactiveArea"><div class="css-18juqt8 cds-ProductCard-partners" title="DeepLearning.AI"><div class="cds-ProductCard-partnerLogos"><div class="cds-Avatar-base cds-Avatar-organization cds-Avatar-showBorder css-de92ti"><div aria-hidden="true" class="cds-Avatar-initial"><span class="cds-Avatar-initialText">D</span></div></div></div><p class="cds-ProductCard-partnerNames css-vac8rf">DeepLearning.AI</p></div></div></div><div><a data-click-key="seo_entity_page.search.click.search_card" data-click-value="{"filtersApplied":{},"hitPosition":1,"href":"/learn/ai-for-everyone","indexName":"consumer_products_cohere_embed_english_v3_alias:rt-search-heavy-ranker-cohere-english-prod","indexPosition":1,"listIndex":1,"namespace":{"action":"click","app":"seo_entity_page","component":"search_card","page":"search"},"noResults":false,"objectID":"course~daG-a-O1EeijKBISCWxf6g","query":"artificial intelligence","queryID":"artificial intelligence","schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="search_card" data-track-href="/learn/ai-for-everyone" href="/learn/ai-for-everyone" to="/learn/ai-for-everyone" class="cds-7 cds-1 cds-3 cds-CommonCard-titleLink css-si869u cds-30" id="cds-react-aria-105-product-card-title" aria-label="AI For Everyone Course by DeepLearning.AI, 4.8 stars, by 44K reviews, provide skills Data Science, Deep Learning, Machine Learning etc... Beginner level 1 - 4 Weeks" target="_blank" rel="noopener noreferrer"><h3 class="cds-CommonCard-title css-6ecy9b">AI For Everyone</h3></a></div></div><div class="cds-ProductCard-body"><div class="cds-CommonCard-bodyContent"><p class=" css-vac8rf"><b class="css-l47nsn">Skills you'll gain<!-- -->: </b>Data Science, Deep Learning, Machine Learning, Artificial Neural Networks, Business Transformation, Human Learning, Planning, Project Management</p></div></div><div class="cds-ProductCard-footer"><div class="cds-CommonCard-category"></div><div class="cds-CommonCard-ratings"><div class="cds-RatingStat-sizeLabel css-1i7bybc" id="cds-react-aria-106"><div aria-label="Rating" aria-valuemax="5" aria-valuemin="0" aria-valuenow="4.8" aria-valuetext="4.8 out of 5 stars" class="cds-RatingStat-meter" id="cds-react-aria-106-meter" role="meter"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="cds-RatingStat-icon css-0" id="cds-react-aria-107"><path d="M17.51 7.77h-5.32l-1.78-5.46a.45.45 0 00-.85 0l-1.8 5.46H2.45A.45.45 0 002 8.2a.43.43 0 00.16.35L6.66 12l-1.72 5.43a.45.45 0 00.3.56.43.43 0 00.39-.08L10 14.53l4.38 3.38a.44.44 0 00.69-.48L13.33 12l4.49-3.44a.43.43 0 00-.03-.73.501.501 0 00-.28-.06z" fill="#F2D049"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M9.7 1.547a.947.947 0 011.199.62l1.666 5.111 4.967-.003a.923.923 0 01.794.388.922.922 0 01-.216 1.294l-4.19 3.212 1.621 5.083a.931.931 0 01-1.475 1.03l-4.05-3.132-4.053 3.163a.934.934 0 01-.838.158.94.94 0 01-.643-1.177l.002-.006 1.618-5.094-4.207-3.213a.94.94 0 01.612-1.702h4.91L9.111 2.13a.94.94 0 01.58-.58l.009-.003zm7.656 6.728l-5.517.004L10 2.632 8.14 8.28H2.623l4.645 3.547-1.773 5.584 4.518-3.526 4.519 3.494-1.78-5.575 4.604-3.528z" fill="#7C6919"></path></svg><span class=" css-6ecy9b">4.8</span><div data-testid="visually-hidden" id="cds-react-aria-106-aria-describedby-label" class="css-1whdyhf">Rating, 4.8 out of 5 stars</div></div><span class=" css-vac8rf" aria-hidden="true">·</span><div class=" css-vac8rf">44K reviews</div></div></div><div class="cds-CommonCard-metadata"><p class=" css-vac8rf">Beginner · Course · 1 - 4 Weeks</p></div></div></div></div></div></div></div></div></li><li class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-100 cds-112 cds-126"><div class="css-16m4c33"><div data-testid="product-card-cds" class="css-22za10"><div class="cds-ProductCard-base cds-ProductCard-grid css-pidhmc"><div class="cds-CommonCard-clickArea"><div class="cds-ProductCard-gridCard"><div class="cds-ProductCard-gridPreviewContainer"><div class="cds-CommonCard-previewImage"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://d15cw65ipctsrr.cloudfront.net/5e/c98bef7de04a8e971534c82c32ebd3/DeepLearning_Generative_AI_for_Software_Banner_1000x1000.png?auto=format%2Ccompress%2C%20enhance&dpr=1&w=265&h=216&fit=crop&q=50" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://d15cw65ipctsrr.cloudfront.net/5e/c98bef7de04a8e971534c82c32ebd3/DeepLearning_Generative_AI_for_Software_Banner_1000x1000.png?auto=format%2Ccompress%2C%20enhance&dpr=2&w=265&h=216&fit=crop&q=50 2x, https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://d15cw65ipctsrr.cloudfront.net/5e/c98bef7de04a8e971534c82c32ebd3/DeepLearning_Generative_AI_for_Software_Banner_1000x1000.png?auto=format%2Ccompress%2C%20enhance&dpr=3&w=265&h=216&fit=crop&q=50 3x" style="max-width:none;max-height:none;min-width:100%;min-height:100%" alt="" fetchpriority="high"/></div></div><div class="cds-ProductCard-content"><div class="cds-ProductCard-header"><div class="cds-ProductCard-partnerInfo" id="cds-react-aria-108-product-card-partner-info"><div class="cds-CommonCard-interactiveArea"><div class="css-18juqt8 cds-ProductCard-partners" title="DeepLearning.AI"><div class="cds-ProductCard-partnerLogos"><div class="cds-Avatar-base cds-Avatar-organization cds-Avatar-showBorder css-de92ti"><div aria-hidden="true" class="cds-Avatar-initial"><span class="cds-Avatar-initialText">D</span></div></div></div><p class="cds-ProductCard-partnerNames css-vac8rf">DeepLearning.AI</p></div></div></div><div><a data-click-key="seo_entity_page.search.click.search_card" data-click-value="{"filtersApplied":{},"hitPosition":2,"href":"/professional-certificates/generative-ai-for-software-development","indexName":"consumer_products_cohere_embed_english_v3_alias:rt-search-heavy-ranker-cohere-english-prod","indexPosition":1,"listIndex":1,"namespace":{"action":"click","app":"seo_entity_page","component":"search_card","page":"search"},"noResults":false,"objectID":"s12n~kgb7HYe7QYuFYDfOYudhwQ","query":"artificial intelligence","queryID":"artificial intelligence","schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="search_card" data-track-href="/professional-certificates/generative-ai-for-software-development" href="/professional-certificates/generative-ai-for-software-development" to="/professional-certificates/generative-ai-for-software-development" class="cds-7 cds-1 cds-3 cds-CommonCard-titleLink css-si869u cds-30" id="cds-react-aria-108-product-card-title" aria-label="Generative AI for Software Development new Professional Certificate by DeepLearning.AI, 4.6 stars, by 290 reviews, provide skills Machine Learning, Software Engineering etc... Beginner level 1 - 3 Months" target="_blank" rel="noopener noreferrer"><h3 class="cds-CommonCard-title css-6ecy9b">Generative AI for Software Development</h3></a></div></div><div class="cds-ProductCard-body"><div class="cds-CommonCard-bodyContent"><p class=" css-vac8rf"><b class="css-l47nsn">Skills you'll gain<!-- -->: </b>Machine Learning, Software Engineering</p></div></div><div class="cds-ProductCard-footer"><div class="cds-CommonCard-category"></div><div class="cds-CommonCard-ratings"><div class="cds-RatingStat-sizeLabel css-1i7bybc" id="cds-react-aria-109"><div aria-label="Rating" aria-valuemax="5" aria-valuemin="0" aria-valuenow="4.6" aria-valuetext="4.6 out of 5 stars" class="cds-RatingStat-meter" id="cds-react-aria-109-meter" role="meter"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="cds-RatingStat-icon css-0" id="cds-react-aria-110"><path d="M17.51 7.77h-5.32l-1.78-5.46a.45.45 0 00-.85 0l-1.8 5.46H2.45A.45.45 0 002 8.2a.43.43 0 00.16.35L6.66 12l-1.72 5.43a.45.45 0 00.3.56.43.43 0 00.39-.08L10 14.53l4.38 3.38a.44.44 0 00.69-.48L13.33 12l4.49-3.44a.43.43 0 00-.03-.73.501.501 0 00-.28-.06z" fill="#F2D049"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M9.7 1.547a.947.947 0 011.199.62l1.666 5.111 4.967-.003a.923.923 0 01.794.388.922.922 0 01-.216 1.294l-4.19 3.212 1.621 5.083a.931.931 0 01-1.475 1.03l-4.05-3.132-4.053 3.163a.934.934 0 01-.838.158.94.94 0 01-.643-1.177l.002-.006 1.618-5.094-4.207-3.213a.94.94 0 01.612-1.702h4.91L9.111 2.13a.94.94 0 01.58-.58l.009-.003zm7.656 6.728l-5.517.004L10 2.632 8.14 8.28H2.623l4.645 3.547-1.773 5.584 4.518-3.526 4.519 3.494-1.78-5.575 4.604-3.528z" fill="#7C6919"></path></svg><span class=" css-6ecy9b">4.6</span><div data-testid="visually-hidden" id="cds-react-aria-109-aria-describedby-label" class="css-1whdyhf">Rating, 4.6 out of 5 stars</div></div><span class=" css-vac8rf" aria-hidden="true">·</span><div class=" css-vac8rf">290 reviews</div></div></div><div class="cds-CommonCard-metadata"><p class=" css-vac8rf">Beginner · Professional Certificate · 1 - 3 Months</p></div></div></div></div></div></div></div></div></li><li class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-100 cds-112 cds-126"><div class="css-16m4c33"><div data-testid="product-card-cds" class="css-22za10"><div class="cds-ProductCard-base cds-ProductCard-grid css-pidhmc"><div class="cds-CommonCard-clickArea"><div class="cds-ProductCard-gridCard"><div class="cds-ProductCard-gridPreviewContainer"><div class="cds-CommonCard-previewImage"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://d15cw65ipctsrr.cloudfront.net/5b/36b3f2a4b24e33990c54a11d0f6527/1200x1200_AdobeStock_534595938.jpg?auto=format%2Ccompress%2C%20enhance&dpr=1&w=265&h=216&fit=crop&q=50" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://d15cw65ipctsrr.cloudfront.net/5b/36b3f2a4b24e33990c54a11d0f6527/1200x1200_AdobeStock_534595938.jpg?auto=format%2Ccompress%2C%20enhance&dpr=2&w=265&h=216&fit=crop&q=50 2x, https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://d15cw65ipctsrr.cloudfront.net/5b/36b3f2a4b24e33990c54a11d0f6527/1200x1200_AdobeStock_534595938.jpg?auto=format%2Ccompress%2C%20enhance&dpr=3&w=265&h=216&fit=crop&q=50 3x" style="max-width:none;max-height:none;min-width:100%;min-height:100%" alt="" fetchpriority="high"/></div><div class="cds-ProductCard-statusTags cds-ProductCard-statusTagsOverlay"><span class="cds-tag-status cds-tag-secondary cds-tag-default css-1frh194" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Status: [object Object]</div><span class=" css-1rlln5c" aria-hidden="true"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-da8k09" id="cds-react-aria-112"><path d="M7.66 3.717c.074 0 .11-.042.128-.108.188-1.003.176-1.027 1.229-1.225.073-.012.115-.054.115-.126 0-.072-.042-.114-.115-.126C7.97 1.922 8 1.898 7.788.908 7.77.842 7.734.8 7.661.8c-.073 0-.11.042-.127.108-.212.99-.176 1.014-1.23 1.224-.066.012-.114.054-.114.126 0 .072.048.114.115.126 1.053.21 1.041.222 1.229 1.225.018.066.054.108.127.108zM4.73 7.846c.116 0 .194-.073.207-.18.218-1.603.272-1.603 1.943-1.92.109-.019.188-.091.188-.205 0-.108-.08-.186-.188-.204-1.671-.228-1.732-.282-1.943-1.914a.2.2 0 00-.206-.186c-.11 0-.188.078-.2.192-.2 1.608-.285 1.602-1.943 1.908-.11.024-.188.096-.188.204 0 .12.079.186.212.204 1.646.264 1.72.306 1.919 1.908.012.12.09.193.2.193zm4.105 6.643c.158 0 .273-.114.303-.276.43-3.289.896-3.787 4.177-4.147.17-.018.285-.144.285-.3s-.115-.276-.285-.3c-3.28-.36-3.747-.858-4.177-4.147-.03-.162-.145-.27-.303-.27-.157 0-.272.108-.296.27-.43 3.289-.902 3.787-4.178 4.147-.175.024-.29.144-.29.3s.115.282.29.3c3.27.426 3.724.864 4.178 4.147.024.162.139.276.296.276z" fill="currentColor"></path></svg><span>AI skills</span></span></span></div></div><div class="cds-ProductCard-content"><div class="cds-ProductCard-header"><div class="cds-ProductCard-partnerInfo" id="cds-react-aria-111-product-card-partner-info"><div class="cds-CommonCard-interactiveArea"><div class="css-18juqt8 cds-ProductCard-partners" title="IBM"><div class="cds-ProductCard-partnerLogos"><div class="cds-Avatar-base cds-Avatar-organization cds-Avatar-showBorder css-de92ti"><div aria-hidden="true" class="cds-Avatar-initial"><span class="cds-Avatar-initialText">I</span></div></div></div><p class="cds-ProductCard-partnerNames css-vac8rf">IBM</p></div></div></div><div><a data-click-key="seo_entity_page.search.click.search_card" data-click-value="{"filtersApplied":{},"hitPosition":3,"href":"/professional-certificates/ibm-ai-product-manager","indexName":"consumer_products_cohere_embed_english_v3_alias:rt-search-heavy-ranker-cohere-english-prod","indexPosition":1,"listIndex":1,"namespace":{"action":"click","app":"seo_entity_page","component":"search_card","page":"search"},"noResults":false,"objectID":"s12n~dVxvpVBzSI2qpyGsH77oMQ","query":"artificial intelligence","queryID":"artificial intelligence","schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="search_card" data-track-href="/professional-certificates/ibm-ai-product-manager" href="/professional-certificates/ibm-ai-product-manager" to="/professional-certificates/ibm-ai-product-manager" class="cds-7 cds-1 cds-3 cds-CommonCard-titleLink css-si869u cds-30" id="cds-react-aria-111-product-card-title" aria-label="IBM AI Product Manager Professional Certificate by IBM, SkillUp EdTech, 4.7 stars, by 19K reviews, provide skills Algorithms, Applied Machine Learning, Artificial Neural Networks etc... Beginner level 3 - 6 Months" target="_blank" rel="noopener noreferrer"><h3 class="cds-CommonCard-title css-6ecy9b">IBM AI Product Manager</h3></a></div></div><div class="cds-ProductCard-body"><div class="cds-CommonCard-bodyContent"><p class=" css-vac8rf"><b class="css-l47nsn">Skills you'll gain<!-- -->: </b>Algorithms, Applied Machine Learning, Artificial Neural Networks, Computer Vision, Deep Learning, Human Learning, Machine Learning, Machine Learning Algorithms, Machine Learning Software, Natural Language Processing, Communication, Collaboration, Data Science, Leadership Development, Leadership and Management, Product Development, Product Lifecycle, Product Management</p></div></div><div class="cds-ProductCard-footer"><div class="cds-CommonCard-category"></div><div class="cds-CommonCard-ratings"><div class="cds-RatingStat-sizeLabel css-1i7bybc" id="cds-react-aria-113"><div aria-label="Rating" aria-valuemax="5" aria-valuemin="0" aria-valuenow="4.7" aria-valuetext="4.7 out of 5 stars" class="cds-RatingStat-meter" id="cds-react-aria-113-meter" role="meter"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="cds-RatingStat-icon css-0" id="cds-react-aria-114"><path d="M17.51 7.77h-5.32l-1.78-5.46a.45.45 0 00-.85 0l-1.8 5.46H2.45A.45.45 0 002 8.2a.43.43 0 00.16.35L6.66 12l-1.72 5.43a.45.45 0 00.3.56.43.43 0 00.39-.08L10 14.53l4.38 3.38a.44.44 0 00.69-.48L13.33 12l4.49-3.44a.43.43 0 00-.03-.73.501.501 0 00-.28-.06z" fill="#F2D049"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M9.7 1.547a.947.947 0 011.199.62l1.666 5.111 4.967-.003a.923.923 0 01.794.388.922.922 0 01-.216 1.294l-4.19 3.212 1.621 5.083a.931.931 0 01-1.475 1.03l-4.05-3.132-4.053 3.163a.934.934 0 01-.838.158.94.94 0 01-.643-1.177l.002-.006 1.618-5.094-4.207-3.213a.94.94 0 01.612-1.702h4.91L9.111 2.13a.94.94 0 01.58-.58l.009-.003zm7.656 6.728l-5.517.004L10 2.632 8.14 8.28H2.623l4.645 3.547-1.773 5.584 4.518-3.526 4.519 3.494-1.78-5.575 4.604-3.528z" fill="#7C6919"></path></svg><span class=" css-6ecy9b">4.7</span><div data-testid="visually-hidden" id="cds-react-aria-113-aria-describedby-label" class="css-1whdyhf">Rating, 4.7 out of 5 stars</div></div><span class=" css-vac8rf" aria-hidden="true">·</span><div class=" css-vac8rf">19K reviews</div></div></div><div class="cds-CommonCard-metadata"><p class=" css-vac8rf">Beginner · Professional Certificate · 3 - 6 Months</p></div></div></div></div></div></div></div></div></li><li class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-100 cds-112 cds-126"><div class="css-16m4c33"><div data-testid="product-card-cds" class="css-22za10"><div class="cds-ProductCard-base cds-ProductCard-grid css-pidhmc"><div class="cds-CommonCard-clickArea"><div class="cds-ProductCard-gridCard"><div class="cds-ProductCard-gridPreviewContainer"><div class="cds-CommonCard-previewImage"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://s3.amazonaws.com/coursera-course-photos/09/b613df68bd40cbab2d5085ff665da4/transforming-classrooms-with-ai.png?auto=format%2Ccompress%2C%20enhance&dpr=1&w=265&h=216&fit=crop&q=50" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://s3.amazonaws.com/coursera-course-photos/09/b613df68bd40cbab2d5085ff665da4/transforming-classrooms-with-ai.png?auto=format%2Ccompress%2C%20enhance&dpr=2&w=265&h=216&fit=crop&q=50 2x, https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://s3.amazonaws.com/coursera-course-photos/09/b613df68bd40cbab2d5085ff665da4/transforming-classrooms-with-ai.png?auto=format%2Ccompress%2C%20enhance&dpr=3&w=265&h=216&fit=crop&q=50 3x" style="max-width:none;max-height:none;min-width:100%;min-height:100%" alt="" fetchpriority="high"/></div></div><div class="cds-ProductCard-content"><div class="cds-ProductCard-header"><div class="cds-ProductCard-partnerInfo" id="cds-react-aria-115-product-card-partner-info"><div class="cds-CommonCard-interactiveArea"><div class="css-18juqt8 cds-ProductCard-partners" title="University of Pennsylvania"><div class="cds-ProductCard-partnerLogos"><div class="cds-Avatar-base cds-Avatar-organization cds-Avatar-showBorder css-de92ti"><div aria-hidden="true" class="cds-Avatar-initial"><span class="cds-Avatar-initialText">U</span></div></div></div><p class="cds-ProductCard-partnerNames css-vac8rf">University of Pennsylvania</p></div></div></div><div><a data-click-key="seo_entity_page.search.click.search_card" data-click-value="{"filtersApplied":{},"hitPosition":4,"href":"/learn/wharton-ai-in-education-leveraging-chatgpt-for-teaching","indexName":"consumer_products_cohere_embed_english_v3_alias:rt-search-heavy-ranker-cohere-english-prod","indexPosition":1,"listIndex":1,"namespace":{"action":"click","app":"seo_entity_page","component":"search_card","page":"search"},"noResults":false,"objectID":"course~ONqjrYvhEe-Prw4pgRltBQ","query":"artificial intelligence","queryID":"artificial intelligence","schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="search_card" data-track-href="/learn/wharton-ai-in-education-leveraging-chatgpt-for-teaching" href="/learn/wharton-ai-in-education-leveraging-chatgpt-for-teaching" to="/learn/wharton-ai-in-education-leveraging-chatgpt-for-teaching" class="cds-7 cds-1 cds-3 cds-CommonCard-titleLink css-si869u cds-30" id="cds-react-aria-115-product-card-title" aria-label="AI in Education: Leveraging ChatGPT for Teaching new Course by University of Pennsylvania, 4.9 stars, by 13 reviews, provide skills etc... Beginner level 1 - 4 Weeks" target="_blank" rel="noopener noreferrer"><h3 class="cds-CommonCard-title css-6ecy9b">AI in Education: Leveraging ChatGPT for Teaching</h3></a></div></div><div class="cds-ProductCard-footer"><div class="cds-CommonCard-category"></div><div class="cds-CommonCard-ratings"><div class="cds-RatingStat-sizeLabel css-1i7bybc" id="cds-react-aria-116"><div aria-label="Rating" aria-valuemax="5" aria-valuemin="0" aria-valuenow="4.9" aria-valuetext="4.9 out of 5 stars" class="cds-RatingStat-meter" id="cds-react-aria-116-meter" role="meter"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="cds-RatingStat-icon css-0" id="cds-react-aria-117"><path d="M17.51 7.77h-5.32l-1.78-5.46a.45.45 0 00-.85 0l-1.8 5.46H2.45A.45.45 0 002 8.2a.43.43 0 00.16.35L6.66 12l-1.72 5.43a.45.45 0 00.3.56.43.43 0 00.39-.08L10 14.53l4.38 3.38a.44.44 0 00.69-.48L13.33 12l4.49-3.44a.43.43 0 00-.03-.73.501.501 0 00-.28-.06z" fill="#F2D049"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M9.7 1.547a.947.947 0 011.199.62l1.666 5.111 4.967-.003a.923.923 0 01.794.388.922.922 0 01-.216 1.294l-4.19 3.212 1.621 5.083a.931.931 0 01-1.475 1.03l-4.05-3.132-4.053 3.163a.934.934 0 01-.838.158.94.94 0 01-.643-1.177l.002-.006 1.618-5.094-4.207-3.213a.94.94 0 01.612-1.702h4.91L9.111 2.13a.94.94 0 01.58-.58l.009-.003zm7.656 6.728l-5.517.004L10 2.632 8.14 8.28H2.623l4.645 3.547-1.773 5.584 4.518-3.526 4.519 3.494-1.78-5.575 4.604-3.528z" fill="#7C6919"></path></svg><span class=" css-6ecy9b">4.9</span><div data-testid="visually-hidden" id="cds-react-aria-116-aria-describedby-label" class="css-1whdyhf">Rating, 4.9 out of 5 stars</div></div><span class=" css-vac8rf" aria-hidden="true">·</span><div class=" css-vac8rf">13 reviews</div></div></div><div class="cds-CommonCard-metadata"><p class=" css-vac8rf">Beginner · Course · 1 - 4 Weeks</p></div></div></div></div></div></div></div></div></li><li class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-100 cds-112 cds-126"><div class="css-16m4c33"><div data-testid="product-card-cds" class="css-22za10"><div class="cds-ProductCard-base cds-ProductCard-grid css-pidhmc"><div class="cds-CommonCard-clickArea"><div class="cds-ProductCard-gridCard"><div class="cds-ProductCard-gridPreviewContainer"><div class="cds-CommonCard-previewImage"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://d15cw65ipctsrr.cloudfront.net/fd/7fcc4c8bf54aef866dcc9e14d07021/AIforBusiness_specialization_coursera.png?auto=format%2Ccompress%2C%20enhance&dpr=1&w=265&h=216&fit=crop&q=50" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://d15cw65ipctsrr.cloudfront.net/fd/7fcc4c8bf54aef866dcc9e14d07021/AIforBusiness_specialization_coursera.png?auto=format%2Ccompress%2C%20enhance&dpr=2&w=265&h=216&fit=crop&q=50 2x, https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://d15cw65ipctsrr.cloudfront.net/fd/7fcc4c8bf54aef866dcc9e14d07021/AIforBusiness_specialization_coursera.png?auto=format%2Ccompress%2C%20enhance&dpr=3&w=265&h=216&fit=crop&q=50 3x" style="max-width:none;max-height:none;min-width:100%;min-height:100%" alt="" fetchpriority="high"/></div></div><div class="cds-ProductCard-content"><div class="cds-ProductCard-header"><div class="cds-ProductCard-partnerInfo" id="cds-react-aria-118-product-card-partner-info"><div class="cds-CommonCard-interactiveArea"><div class="css-18juqt8 cds-ProductCard-partners" title="University of Pennsylvania"><div class="cds-ProductCard-partnerLogos"><div class="cds-Avatar-base cds-Avatar-organization cds-Avatar-showBorder css-de92ti"><div aria-hidden="true" class="cds-Avatar-initial"><span class="cds-Avatar-initialText">U</span></div></div></div><p class="cds-ProductCard-partnerNames css-vac8rf">University of Pennsylvania</p></div></div></div><div><a data-click-key="seo_entity_page.search.click.search_card" data-click-value="{"filtersApplied":{},"hitPosition":5,"href":"/specializations/ai-for-business-wharton","indexName":"consumer_products_cohere_embed_english_v3_alias:rt-search-heavy-ranker-cohere-english-prod","indexPosition":1,"listIndex":1,"namespace":{"action":"click","app":"seo_entity_page","component":"search_card","page":"search"},"noResults":false,"objectID":"s12n~Wh6nmdkOEeuYJQ5ZkEJmKQ","query":"artificial intelligence","queryID":"artificial intelligence","schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="search_card" data-track-href="/specializations/ai-for-business-wharton" href="/specializations/ai-for-business-wharton" to="/specializations/ai-for-business-wharton" class="cds-7 cds-1 cds-3 cds-CommonCard-titleLink css-si869u cds-30" id="cds-react-aria-118-product-card-title" aria-label="AI For Business Specialization by University of Pennsylvania, 4.7 stars, by 1K reviews, provide skills Machine Learning, Machine Learning Algorithms, Applied Machine Learning etc... Beginner level 3 - 6 Months" target="_blank" rel="noopener noreferrer"><h3 class="cds-CommonCard-title css-6ecy9b">AI For Business</h3></a></div></div><div class="cds-ProductCard-body"><div class="cds-CommonCard-bodyContent"><p class=" css-vac8rf"><b class="css-l47nsn">Skills you'll gain<!-- -->: </b>Machine Learning, Machine Learning Algorithms, Applied Machine Learning, Data Analysis, Algorithms, Human Learning, Leadership and Management, Business Analysis, Decision Making, Human Resources, People Management, People Analysis, Artificial Neural Networks, Business Transformation, Customer Analysis, Deep Learning, Finance, Financial Accounting, Marketing, Probability & Statistics, Regulations and Compliance, Statistical Machine Learning, Strategy, User Experience, Big Data</p></div></div><div class="cds-ProductCard-footer"><div class="cds-CommonCard-category"></div><div class="cds-CommonCard-ratings"><div class="cds-RatingStat-sizeLabel css-1i7bybc" id="cds-react-aria-119"><div aria-label="Rating" aria-valuemax="5" aria-valuemin="0" aria-valuenow="4.7" aria-valuetext="4.7 out of 5 stars" class="cds-RatingStat-meter" id="cds-react-aria-119-meter" role="meter"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="cds-RatingStat-icon css-0" id="cds-react-aria-120"><path d="M17.51 7.77h-5.32l-1.78-5.46a.45.45 0 00-.85 0l-1.8 5.46H2.45A.45.45 0 002 8.2a.43.43 0 00.16.35L6.66 12l-1.72 5.43a.45.45 0 00.3.56.43.43 0 00.39-.08L10 14.53l4.38 3.38a.44.44 0 00.69-.48L13.33 12l4.49-3.44a.43.43 0 00-.03-.73.501.501 0 00-.28-.06z" fill="#F2D049"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M9.7 1.547a.947.947 0 011.199.62l1.666 5.111 4.967-.003a.923.923 0 01.794.388.922.922 0 01-.216 1.294l-4.19 3.212 1.621 5.083a.931.931 0 01-1.475 1.03l-4.05-3.132-4.053 3.163a.934.934 0 01-.838.158.94.94 0 01-.643-1.177l.002-.006 1.618-5.094-4.207-3.213a.94.94 0 01.612-1.702h4.91L9.111 2.13a.94.94 0 01.58-.58l.009-.003zm7.656 6.728l-5.517.004L10 2.632 8.14 8.28H2.623l4.645 3.547-1.773 5.584 4.518-3.526 4.519 3.494-1.78-5.575 4.604-3.528z" fill="#7C6919"></path></svg><span class=" css-6ecy9b">4.7</span><div data-testid="visually-hidden" id="cds-react-aria-119-aria-describedby-label" class="css-1whdyhf">Rating, 4.7 out of 5 stars</div></div><span class=" css-vac8rf" aria-hidden="true">·</span><div class=" css-vac8rf">1K reviews</div></div></div><div class="cds-CommonCard-metadata"><p class=" css-vac8rf">Beginner · Specialization · 3 - 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Mixed level 1 - 4 Weeks" target="_blank" rel="noopener noreferrer"><h3 class="cds-CommonCard-title css-6ecy9b">Fundamentals of Machine Learning and Artificial Intelligence</h3></a></div></div><div class="cds-ProductCard-footer"><div class="cds-CommonCard-category"></div><div class="cds-CommonCard-ratings"><div class="cds-RatingStat-sizeLabel css-1i7bybc" id="cds-react-aria-122"><div aria-label="Rating" aria-valuemax="5" aria-valuemin="0" aria-valuenow="4.5" aria-valuetext="4.5 out of 5 stars" class="cds-RatingStat-meter" id="cds-react-aria-122-meter" role="meter"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="cds-RatingStat-icon css-0" id="cds-react-aria-123"><path d="M17.51 7.77h-5.32l-1.78-5.46a.45.45 0 00-.85 0l-1.8 5.46H2.45A.45.45 0 002 8.2a.43.43 0 00.16.35L6.66 12l-1.72 5.43a.45.45 0 00.3.56.43.43 0 00.39-.08L10 14.53l4.38 3.38a.44.44 0 00.69-.48L13.33 12l4.49-3.44a.43.43 0 00-.03-.73.501.501 0 00-.28-.06z" fill="#F2D049"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M9.7 1.547a.947.947 0 011.199.62l1.666 5.111 4.967-.003a.923.923 0 01.794.388.922.922 0 01-.216 1.294l-4.19 3.212 1.621 5.083a.931.931 0 01-1.475 1.03l-4.05-3.132-4.053 3.163a.934.934 0 01-.838.158.94.94 0 01-.643-1.177l.002-.006 1.618-5.094-4.207-3.213a.94.94 0 01.612-1.702h4.91L9.111 2.13a.94.94 0 01.58-.58l.009-.003zm7.656 6.728l-5.517.004L10 2.632 8.14 8.28H2.623l4.645 3.547-1.773 5.584 4.518-3.526 4.519 3.494-1.78-5.575 4.604-3.528z" fill="#7C6919"></path></svg><span class=" css-6ecy9b">4.5</span><div data-testid="visually-hidden" id="cds-react-aria-122-aria-describedby-label" class="css-1whdyhf">Rating, 4.5 out of 5 stars</div></div><span class=" css-vac8rf" aria-hidden="true">·</span><div class=" css-vac8rf">62 reviews</div></div></div><div class="cds-CommonCard-metadata"><p class=" css-vac8rf">Mixed · Course · 1 - 4 Weeks</p></div></div></div></div></div></div></div></div></li><li class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-100 cds-112 cds-126"><div class="css-16m4c33"><div data-testid="product-card-cds" class="css-22za10"><div class="cds-ProductCard-base cds-ProductCard-grid css-pidhmc"><div class="cds-CommonCard-clickArea"><div class="cds-ProductCard-gridCard"><div class="cds-ProductCard-gridPreviewContainer"><div class="cds-CommonCard-previewImage"><div class="css-cgrcns"><img alt="Placeholder" src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://s3.amazonaws.com/coursera-course-photos/0b/2e1dcdd60b458ca5723e3e018799b3/mba-1.jpg?auto=format%2Ccompress&dpr=2&blur=200&px=8&max-w=265" class="css-3gbnhs"/><div class="lazyload-wrapper"><div class="lazyload-placeholder"></div></div></div></div></div><div class="cds-ProductCard-content"><div class="cds-ProductCard-header"><div class="cds-ProductCard-partnerInfo" id="cds-react-aria-124-product-card-partner-info"><div class="cds-CommonCard-interactiveArea"><div class="css-18juqt8 cds-ProductCard-partners" title="Illinois Tech"><div class="cds-ProductCard-partnerLogos"><div class="cds-Avatar-base cds-Avatar-organization cds-Avatar-showBorder css-de92ti"><div aria-hidden="true" class="cds-Avatar-initial"><span class="cds-Avatar-initialText">I</span></div></div></div><p class="cds-ProductCard-partnerNames css-vac8rf">Illinois Tech</p></div></div></div><div><a data-click-key="seo_entity_page.search.click.search_card" data-click-value="{"filtersApplied":{},"hitPosition":7,"href":"/learn/illinois-tech-artificial-intelligence","indexName":"consumer_products_cohere_embed_english_v3_alias:rt-search-heavy-ranker-cohere-english-prod","indexPosition":1,"listIndex":1,"namespace":{"action":"click","app":"seo_entity_page","component":"search_card","page":"search"},"noResults":false,"objectID":"course~YJA7TuYZEe6PQQ5ZiTVI-w","query":"artificial intelligence","queryID":"artificial intelligence","schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="search_card" data-track-href="/learn/illinois-tech-artificial-intelligence" href="/learn/illinois-tech-artificial-intelligence" to="/learn/illinois-tech-artificial-intelligence" class="cds-7 cds-1 cds-3 cds-CommonCard-titleLink css-si869u cds-30" id="cds-react-aria-124-product-card-title" aria-label="Artificial Intelligence new Course by Illinois Tech, 4.5 stars, by 8 reviews, provide skills etc... Beginner level 1 - 3 Months" target="_blank" rel="noopener noreferrer"><h3 class="cds-CommonCard-title css-6ecy9b">Artificial Intelligence</h3></a></div></div><div class="cds-ProductCard-footer"><div class="cds-CommonCard-category"></div><div class="cds-CommonCard-ratings"><div class="cds-RatingStat-sizeLabel css-1i7bybc" id="cds-react-aria-125"><div aria-label="Rating" aria-valuemax="5" aria-valuemin="0" aria-valuenow="4.5" aria-valuetext="4.5 out of 5 stars" class="cds-RatingStat-meter" id="cds-react-aria-125-meter" role="meter"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="cds-RatingStat-icon css-0" id="cds-react-aria-126"><path d="M17.51 7.77h-5.32l-1.78-5.46a.45.45 0 00-.85 0l-1.8 5.46H2.45A.45.45 0 002 8.2a.43.43 0 00.16.35L6.66 12l-1.72 5.43a.45.45 0 00.3.56.43.43 0 00.39-.08L10 14.53l4.38 3.38a.44.44 0 00.69-.48L13.33 12l4.49-3.44a.43.43 0 00-.03-.73.501.501 0 00-.28-.06z" fill="#F2D049"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M9.7 1.547a.947.947 0 011.199.62l1.666 5.111 4.967-.003a.923.923 0 01.794.388.922.922 0 01-.216 1.294l-4.19 3.212 1.621 5.083a.931.931 0 01-1.475 1.03l-4.05-3.132-4.053 3.163a.934.934 0 01-.838.158.94.94 0 01-.643-1.177l.002-.006 1.618-5.094-4.207-3.213a.94.94 0 01.612-1.702h4.91L9.111 2.13a.94.94 0 01.58-.58l.009-.003zm7.656 6.728l-5.517.004L10 2.632 8.14 8.28H2.623l4.645 3.547-1.773 5.584 4.518-3.526 4.519 3.494-1.78-5.575 4.604-3.528z" fill="#7C6919"></path></svg><span class=" css-6ecy9b">4.5</span><div data-testid="visually-hidden" id="cds-react-aria-125-aria-describedby-label" class="css-1whdyhf">Rating, 4.5 out of 5 stars</div></div><span class=" css-vac8rf" aria-hidden="true">·</span><div class=" css-vac8rf">8 reviews</div></div></div><div class="cds-CommonCard-metadata"><p class=" css-vac8rf">Beginner · Course · 1 - 3 Months</p></div></div></div></div></div></div></div></div></li><li class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-100 cds-112 cds-126"><div class="css-16m4c33"><div data-testid="product-card-cds" class="css-22za10"><div class="cds-ProductCard-base cds-ProductCard-grid css-pidhmc"><div class="cds-CommonCard-clickArea"><div class="cds-ProductCard-gridCard"><div class="cds-ProductCard-gridPreviewContainer"><div class="cds-CommonCard-previewImage"><div class="css-cgrcns"><img alt="Placeholder" src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/collections/product-images/ai-foundations-for-everyone.jpeg?auto=format%2Ccompress&dpr=2&blur=200&px=8&max-w=265" class="css-3gbnhs"/><div class="lazyload-wrapper"><div class="lazyload-placeholder"></div></div></div></div></div><div class="cds-ProductCard-content"><div class="cds-ProductCard-header"><div class="cds-ProductCard-partnerInfo" id="cds-react-aria-127-product-card-partner-info"><div class="cds-CommonCard-interactiveArea"><div class="css-18juqt8 cds-ProductCard-partners" title="IBM"><div class="cds-ProductCard-partnerLogos"><div class="cds-Avatar-base cds-Avatar-organization cds-Avatar-showBorder css-de92ti"><div aria-hidden="true" class="cds-Avatar-initial"><span class="cds-Avatar-initialText">I</span></div></div></div><p class="cds-ProductCard-partnerNames css-vac8rf">IBM</p></div></div></div><div><a data-click-key="seo_entity_page.search.click.search_card" data-click-value="{"filtersApplied":{},"hitPosition":8,"href":"/specializations/ai-foundations-for-everyone","indexName":"consumer_products_cohere_embed_english_v3_alias:rt-search-heavy-ranker-cohere-english-prod","indexPosition":1,"listIndex":1,"namespace":{"action":"click","app":"seo_entity_page","component":"search_card","page":"search"},"noResults":false,"objectID":"s12n~5w9v9Jd_EemkYApdOSqZTg","query":"artificial intelligence","queryID":"artificial intelligence","schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="search_card" data-track-href="/specializations/ai-foundations-for-everyone" href="/specializations/ai-foundations-for-everyone" to="/specializations/ai-foundations-for-everyone" class="cds-7 cds-1 cds-3 cds-CommonCard-titleLink css-si869u cds-30" id="cds-react-aria-127-product-card-title" aria-label="AI Foundations for Everyone Specialization by IBM, 4.7 stars, by 21K reviews, provide skills Human Learning, Machine Learning, Artificial Neural Networks etc... Beginner level 3 - 6 Months" target="_blank" rel="noopener noreferrer"><h3 class="cds-CommonCard-title css-6ecy9b">AI Foundations for Everyone</h3></a></div></div><div class="cds-ProductCard-body"><div class="cds-CommonCard-bodyContent"><p class=" css-vac8rf"><b class="css-l47nsn">Skills you'll gain<!-- -->: </b>Human Learning, Machine Learning, Artificial Neural Networks, Deep Learning, Machine Learning Algorithms, Natural Language Processing, Human Computer Interaction, Algorithms, Applied Machine Learning, Cloud Computing, Computer Vision, IBM Cloud, Machine Learning Software, User Experience, Computer Programming, Data Science</p></div></div><div class="cds-ProductCard-footer"><div class="cds-CommonCard-category"></div><div class="cds-CommonCard-ratings"><div class="cds-RatingStat-sizeLabel css-1i7bybc" id="cds-react-aria-128"><div aria-label="Rating" aria-valuemax="5" aria-valuemin="0" aria-valuenow="4.7" aria-valuetext="4.7 out of 5 stars" class="cds-RatingStat-meter" id="cds-react-aria-128-meter" role="meter"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="cds-RatingStat-icon css-0" id="cds-react-aria-129"><path d="M17.51 7.77h-5.32l-1.78-5.46a.45.45 0 00-.85 0l-1.8 5.46H2.45A.45.45 0 002 8.2a.43.43 0 00.16.35L6.66 12l-1.72 5.43a.45.45 0 00.3.56.43.43 0 00.39-.08L10 14.53l4.38 3.38a.44.44 0 00.69-.48L13.33 12l4.49-3.44a.43.43 0 00-.03-.73.501.501 0 00-.28-.06z" fill="#F2D049"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M9.7 1.547a.947.947 0 011.199.62l1.666 5.111 4.967-.003a.923.923 0 01.794.388.922.922 0 01-.216 1.294l-4.19 3.212 1.621 5.083a.931.931 0 01-1.475 1.03l-4.05-3.132-4.053 3.163a.934.934 0 01-.838.158.94.94 0 01-.643-1.177l.002-.006 1.618-5.094-4.207-3.213a.94.94 0 01.612-1.702h4.91L9.111 2.13a.94.94 0 01.58-.58l.009-.003zm7.656 6.728l-5.517.004L10 2.632 8.14 8.28H2.623l4.645 3.547-1.773 5.584 4.518-3.526 4.519 3.494-1.78-5.575 4.604-3.528z" fill="#7C6919"></path></svg><span class=" css-6ecy9b">4.7</span><div data-testid="visually-hidden" id="cds-react-aria-128-aria-describedby-label" class="css-1whdyhf">Rating, 4.7 out of 5 stars</div></div><span class=" css-vac8rf" aria-hidden="true">·</span><div class=" css-vac8rf">21K reviews</div></div></div><div class="cds-CommonCard-metadata"><p class=" css-vac8rf">Beginner · Specialization · 3 - 6 Months</p></div></div></div></div></div></div></div></div></li><li class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-100 cds-112 cds-126"><div class="css-16m4c33"><div data-testid="product-card-cds" class="css-22za10"><div class="cds-ProductCard-base cds-ProductCard-grid css-pidhmc"><div class="cds-CommonCard-clickArea"><div class="cds-ProductCard-gridCard"><div class="cds-ProductCard-gridPreviewContainer"><div class="cds-CommonCard-previewImage"><div class="css-cgrcns"><img alt="Placeholder" src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://s3.amazonaws.com/coursera-course-photos/c9/f48859fd1244dfb4847c115eaa1753/Logo1200x1200.jpg?auto=format%2Ccompress&dpr=2&blur=200&px=8&max-w=265" class="css-3gbnhs"/><div class="lazyload-wrapper"><div class="lazyload-placeholder"></div></div></div></div><div class="cds-ProductCard-statusTags cds-ProductCard-statusTagsOverlay"><span class="cds-tag-status cds-tag-secondary cds-tag-default css-1frh194" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Status: Free</div><span class=" css-1rlln5c" aria-hidden="true">Free</span></span></div></div><div class="cds-ProductCard-content"><div class="cds-ProductCard-header"><div class="cds-ProductCard-partnerInfo" id="cds-react-aria-130-product-card-partner-info"><div class="cds-CommonCard-interactiveArea"><div class="css-18juqt8 cds-ProductCard-partners" title="Macquarie University"><div class="cds-ProductCard-partnerLogos"><div class="cds-Avatar-base cds-Avatar-organization cds-Avatar-showBorder css-de92ti"><div aria-hidden="true" class="cds-Avatar-initial"><span class="cds-Avatar-initialText">M</span></div></div></div><p class="cds-ProductCard-partnerNames css-vac8rf">Macquarie University</p></div></div></div><div><a data-click-key="seo_entity_page.search.click.search_card" data-click-value="{"filtersApplied":{},"hitPosition":9,"href":"/learn/artificial-intelligence-education-for-teachers","indexName":"consumer_products_cohere_embed_english_v3_alias:rt-search-heavy-ranker-cohere-english-prod","indexPosition":1,"listIndex":1,"namespace":{"action":"click","app":"seo_entity_page","component":"search_card","page":"search"},"noResults":false,"objectID":"course~Cn1mUL-pEequ3grJAAca-Q","query":"artificial intelligence","queryID":"artificial intelligence","schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="search_card" data-track-href="/learn/artificial-intelligence-education-for-teachers" href="/learn/artificial-intelligence-education-for-teachers" to="/learn/artificial-intelligence-education-for-teachers" class="cds-7 cds-1 cds-3 cds-CommonCard-titleLink css-si869u cds-30" id="cds-react-aria-130-product-card-title" aria-label="Artificial Intelligence (AI) Education for Teachers free Course by Macquarie University, IBM, 4.7 stars, by 714 reviews, provide skills Computational Thinking, Critical Thinking, Machine Learning etc... Beginner level 1 - 3 Months" target="_blank" rel="noopener noreferrer"><h3 class="cds-CommonCard-title css-6ecy9b">Artificial Intelligence (AI) Education for Teachers</h3></a></div></div><div class="cds-ProductCard-body"><div class="cds-CommonCard-bodyContent"><p class=" css-vac8rf"><b class="css-l47nsn">Skills you'll gain<!-- -->: </b>Computational Thinking, Critical Thinking, Machine Learning</p></div></div><div class="cds-ProductCard-footer"><div class="cds-CommonCard-category"></div><div class="cds-CommonCard-ratings"><div class="cds-RatingStat-sizeLabel css-1i7bybc" id="cds-react-aria-131"><div aria-label="Rating" aria-valuemax="5" aria-valuemin="0" aria-valuenow="4.7" aria-valuetext="4.7 out of 5 stars" class="cds-RatingStat-meter" id="cds-react-aria-131-meter" role="meter"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="cds-RatingStat-icon css-0" id="cds-react-aria-132"><path d="M17.51 7.77h-5.32l-1.78-5.46a.45.45 0 00-.85 0l-1.8 5.46H2.45A.45.45 0 002 8.2a.43.43 0 00.16.35L6.66 12l-1.72 5.43a.45.45 0 00.3.56.43.43 0 00.39-.08L10 14.53l4.38 3.38a.44.44 0 00.69-.48L13.33 12l4.49-3.44a.43.43 0 00-.03-.73.501.501 0 00-.28-.06z" fill="#F2D049"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M9.7 1.547a.947.947 0 011.199.62l1.666 5.111 4.967-.003a.923.923 0 01.794.388.922.922 0 01-.216 1.294l-4.19 3.212 1.621 5.083a.931.931 0 01-1.475 1.03l-4.05-3.132-4.053 3.163a.934.934 0 01-.838.158.94.94 0 01-.643-1.177l.002-.006 1.618-5.094-4.207-3.213a.94.94 0 01.612-1.702h4.91L9.111 2.13a.94.94 0 01.58-.58l.009-.003zm7.656 6.728l-5.517.004L10 2.632 8.14 8.28H2.623l4.645 3.547-1.773 5.584 4.518-3.526 4.519 3.494-1.78-5.575 4.604-3.528z" fill="#7C6919"></path></svg><span class=" css-6ecy9b">4.7</span><div data-testid="visually-hidden" id="cds-react-aria-131-aria-describedby-label" class="css-1whdyhf">Rating, 4.7 out of 5 stars</div></div><span class=" css-vac8rf" aria-hidden="true">·</span><div class=" css-vac8rf">714 reviews</div></div></div><div class="cds-CommonCard-metadata"><p class=" css-vac8rf">Beginner · Course · 1 - 3 Months</p></div></div></div></div></div></div></div></div></li><li class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-100 cds-112 cds-126"><div class="css-16m4c33"><div data-testid="product-card-cds" class="css-22za10"><div class="cds-ProductCard-base cds-ProductCard-grid css-pidhmc"><div class="cds-CommonCard-clickArea"><div class="cds-ProductCard-gridCard"><div class="cds-ProductCard-gridPreviewContainer"><div class="cds-CommonCard-previewImage"><div class="css-cgrcns"><img alt="Placeholder" src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://d15cw65ipctsrr.cloudfront.net/04/1e468b2a7846abad7984b0022dca1a/AI_Specialization-Logo.png?auto=format%2Ccompress&dpr=2&blur=200&px=8&max-w=265" class="css-3gbnhs"/><div class="lazyload-wrapper"><div class="lazyload-placeholder"></div></div></div></div></div><div class="cds-ProductCard-content"><div class="cds-ProductCard-header"><div class="cds-ProductCard-partnerInfo" id="cds-react-aria-133-product-card-partner-info"><div class="cds-CommonCard-interactiveArea"><div class="css-18juqt8 cds-ProductCard-partners" title="Politecnico di Milano"><div class="cds-ProductCard-partnerLogos"><div class="cds-Avatar-base cds-Avatar-organization cds-Avatar-showBorder css-de92ti"><div aria-hidden="true" class="cds-Avatar-initial"><span class="cds-Avatar-initialText">P</span></div></div></div><p class="cds-ProductCard-partnerNames css-vac8rf">Politecnico di Milano</p></div></div></div><div><a data-click-key="seo_entity_page.search.click.search_card" data-click-value="{"filtersApplied":{},"hitPosition":10,"href":"/specializations/artificial-intelligence-overview","indexName":"consumer_products_cohere_embed_english_v3_alias:rt-search-heavy-ranker-cohere-english-prod","indexPosition":1,"listIndex":1,"namespace":{"action":"click","app":"seo_entity_page","component":"search_card","page":"search"},"noResults":false,"objectID":"s12n~D5-G_39lEeye0BJDMcVCxw","query":"artificial intelligence","queryID":"artificial intelligence","schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="search_card" data-track-href="/specializations/artificial-intelligence-overview" href="/specializations/artificial-intelligence-overview" to="/specializations/artificial-intelligence-overview" class="cds-7 cds-1 cds-3 cds-CommonCard-titleLink css-si869u cds-30" id="cds-react-aria-133-product-card-title" aria-label="Artificial Intelligence: an Overview Specialization by Politecnico di Milano, 4.6 stars, by 435 reviews, provide skills Machine Learning, Leadership and Management, Algorithms etc... Beginner level 3 - 6 Months" target="_blank" rel="noopener noreferrer"><h3 class="cds-CommonCard-title css-6ecy9b">Artificial Intelligence: an Overview</h3></a></div></div><div class="cds-ProductCard-body"><div class="cds-CommonCard-bodyContent"><p class=" css-vac8rf"><b class="css-l47nsn">Skills you'll gain<!-- -->: </b>Machine Learning, Leadership and Management, Algorithms, Machine Learning Algorithms, Human Computer Interaction, Human Learning, Regulations and Compliance, Reinforcement Learning, Computational Thinking, Critical Thinking, Strategy, Planning</p></div></div><div class="cds-ProductCard-footer"><div class="cds-CommonCard-category"></div><div class="cds-CommonCard-ratings"><div class="cds-RatingStat-sizeLabel css-1i7bybc" id="cds-react-aria-134"><div aria-label="Rating" aria-valuemax="5" aria-valuemin="0" aria-valuenow="4.6" aria-valuetext="4.6 out of 5 stars" class="cds-RatingStat-meter" id="cds-react-aria-134-meter" role="meter"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="cds-RatingStat-icon css-0" id="cds-react-aria-135"><path d="M17.51 7.77h-5.32l-1.78-5.46a.45.45 0 00-.85 0l-1.8 5.46H2.45A.45.45 0 002 8.2a.43.43 0 00.16.35L6.66 12l-1.72 5.43a.45.45 0 00.3.56.43.43 0 00.39-.08L10 14.53l4.38 3.38a.44.44 0 00.69-.48L13.33 12l4.49-3.44a.43.43 0 00-.03-.73.501.501 0 00-.28-.06z" fill="#F2D049"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M9.7 1.547a.947.947 0 011.199.62l1.666 5.111 4.967-.003a.923.923 0 01.794.388.922.922 0 01-.216 1.294l-4.19 3.212 1.621 5.083a.931.931 0 01-1.475 1.03l-4.05-3.132-4.053 3.163a.934.934 0 01-.838.158.94.94 0 01-.643-1.177l.002-.006 1.618-5.094-4.207-3.213a.94.94 0 01.612-1.702h4.91L9.111 2.13a.94.94 0 01.58-.58l.009-.003zm7.656 6.728l-5.517.004L10 2.632 8.14 8.28H2.623l4.645 3.547-1.773 5.584 4.518-3.526 4.519 3.494-1.78-5.575 4.604-3.528z" fill="#7C6919"></path></svg><span class=" css-6ecy9b">4.6</span><div data-testid="visually-hidden" id="cds-react-aria-134-aria-describedby-label" class="css-1whdyhf">Rating, 4.6 out of 5 stars</div></div><span class=" css-vac8rf" aria-hidden="true">·</span><div class=" css-vac8rf">435 reviews</div></div></div><div class="cds-CommonCard-metadata"><p class=" css-vac8rf">Beginner · Specialization · 3 - 6 Months</p></div></div></div></div></div></div></div></div></li><li class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-100 cds-112 cds-126"><div class="css-16m4c33"><div data-testid="product-card-cds" class="css-22za10"><div class="cds-ProductCard-base cds-ProductCard-grid css-pidhmc"><div class="cds-CommonCard-clickArea"><div class="cds-ProductCard-gridCard"><div class="cds-ProductCard-gridPreviewContainer"><div class="cds-CommonCard-previewImage"><div class="css-cgrcns"><img alt="Placeholder" src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://s3.amazonaws.com/coursera-course-photos/8e/c6f4392a2840f4b4f81f34c05aadd9/Artificial-Intelligence-on-Microsoft-Azure-01.png?auto=format%2Ccompress&dpr=2&blur=200&px=8&max-w=265" class="css-3gbnhs"/><div class="lazyload-wrapper"><div class="lazyload-placeholder"></div></div></div></div></div><div class="cds-ProductCard-content"><div class="cds-ProductCard-header"><div class="cds-ProductCard-partnerInfo" id="cds-react-aria-136-product-card-partner-info"><div class="cds-CommonCard-interactiveArea"><div class="css-18juqt8 cds-ProductCard-partners" title="Microsoft"><div class="cds-ProductCard-partnerLogos"><div class="cds-Avatar-base cds-Avatar-organization cds-Avatar-showBorder css-de92ti"><div aria-hidden="true" class="cds-Avatar-initial"><span class="cds-Avatar-initialText">M</span></div></div></div><p class="cds-ProductCard-partnerNames css-vac8rf">Microsoft</p></div></div></div><div><a data-click-key="seo_entity_page.search.click.search_card" data-click-value="{"filtersApplied":{},"hitPosition":11,"href":"/learn/artificial-intelligence-microsoft-azure","indexName":"consumer_products_cohere_embed_english_v3_alias:rt-search-heavy-ranker-cohere-english-prod","indexPosition":1,"listIndex":1,"namespace":{"action":"click","app":"seo_entity_page","component":"search_card","page":"search"},"noResults":false,"objectID":"course~mr4rapL8Eeup-AoS2h03mQ","query":"artificial intelligence","queryID":"artificial intelligence","schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="search_card" data-track-href="/learn/artificial-intelligence-microsoft-azure" href="/learn/artificial-intelligence-microsoft-azure" to="/learn/artificial-intelligence-microsoft-azure" class="cds-7 cds-1 cds-3 cds-CommonCard-titleLink css-si869u cds-30" id="cds-react-aria-136-product-card-title" aria-label="Artificial Intelligence on Microsoft Azure Course by Microsoft, 4.6 stars, by 560 reviews, provide skills Computer Vision, Microsoft Azure etc... Beginner level 1 - 4 Weeks" target="_blank" rel="noopener noreferrer"><h3 class="cds-CommonCard-title css-6ecy9b">Artificial Intelligence on Microsoft Azure</h3></a></div></div><div class="cds-ProductCard-body"><div class="cds-CommonCard-bodyContent"><p class=" css-vac8rf"><b class="css-l47nsn">Skills you'll gain<!-- -->: </b>Computer Vision, Microsoft Azure</p></div></div><div class="cds-ProductCard-footer"><div class="cds-CommonCard-category"></div><div class="cds-CommonCard-ratings"><div class="cds-RatingStat-sizeLabel css-1i7bybc" id="cds-react-aria-137"><div aria-label="Rating" aria-valuemax="5" aria-valuemin="0" aria-valuenow="4.6" aria-valuetext="4.6 out of 5 stars" class="cds-RatingStat-meter" id="cds-react-aria-137-meter" role="meter"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="cds-RatingStat-icon css-0" id="cds-react-aria-138"><path d="M17.51 7.77h-5.32l-1.78-5.46a.45.45 0 00-.85 0l-1.8 5.46H2.45A.45.45 0 002 8.2a.43.43 0 00.16.35L6.66 12l-1.72 5.43a.45.45 0 00.3.56.43.43 0 00.39-.08L10 14.53l4.38 3.38a.44.44 0 00.69-.48L13.33 12l4.49-3.44a.43.43 0 00-.03-.73.501.501 0 00-.28-.06z" fill="#F2D049"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M9.7 1.547a.947.947 0 011.199.62l1.666 5.111 4.967-.003a.923.923 0 01.794.388.922.922 0 01-.216 1.294l-4.19 3.212 1.621 5.083a.931.931 0 01-1.475 1.03l-4.05-3.132-4.053 3.163a.934.934 0 01-.838.158.94.94 0 01-.643-1.177l.002-.006 1.618-5.094-4.207-3.213a.94.94 0 01.612-1.702h4.91L9.111 2.13a.94.94 0 01.58-.58l.009-.003zm7.656 6.728l-5.517.004L10 2.632 8.14 8.28H2.623l4.645 3.547-1.773 5.584 4.518-3.526 4.519 3.494-1.78-5.575 4.604-3.528z" fill="#7C6919"></path></svg><span class=" css-6ecy9b">4.6</span><div data-testid="visually-hidden" id="cds-react-aria-137-aria-describedby-label" class="css-1whdyhf">Rating, 4.6 out of 5 stars</div></div><span class=" css-vac8rf" aria-hidden="true">·</span><div class=" css-vac8rf">560 reviews</div></div></div><div class="cds-CommonCard-metadata"><p class=" css-vac8rf">Beginner · Course · 1 - 4 Weeks</p></div></div></div></div></div></div></div></div></li></ul><div><div class="cds-45 css-0 cds-46"><div class="cds-45 css-0 cds-47 cds-grid-item cds-92"><h2 class="cds-7 css-18isti4 cds-9">AI learners also search</h2></div><div class="cds-45 css-1winmd cds-46 cds-47 cds-grid-item cds-92"><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-100"><a data-click-key="seo_entity_page.search.click.seo_suggested_searches" data-click-value="{"href":"https://www.coursera.org/courses?query=artificial%20intelligence&productDifficultyLevel=Beginner","namespace":{"action":"click","app":"seo_entity_page","component":"seo_suggested_searches","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="seo_suggested_searches" 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cds-47 cds-grid-item cds-92"><ul class="css-1qwjeco"><li data-unit="top-10-result" class="css-epm9dj"><a data-click-key="seo_entity_page.search.click.featured_snippet_link" data-click-value="{"href":"/learn/introduction-to-ai","name":"Introduction to Artificial Intelligence (AI)","namespace":{"action":"click","app":"seo_entity_page","component":"featured_snippet_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="featured_snippet_link" data-track-href="/learn/introduction-to-ai" href="/learn/introduction-to-ai" to="/learn/introduction-to-ai" class="cds-7 cds-1 cds-3 featured-snippet-link css-1cnv6wh cds-30" data-e2e="featured-snippet-link">Introduction to Artificial Intelligence (AI)</a>:<span class=" css-4s48ix"> <!-- -->IBM</span></li><li data-unit="top-10-result" class="css-epm9dj"><a data-click-key="seo_entity_page.search.click.featured_snippet_link" data-click-value="{"href":"/learn/ai-for-everyone","name":"AI For Everyone","namespace":{"action":"click","app":"seo_entity_page","component":"featured_snippet_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="featured_snippet_link" data-track-href="/learn/ai-for-everyone" href="/learn/ai-for-everyone" to="/learn/ai-for-everyone" class="cds-7 cds-1 cds-3 featured-snippet-link css-1cnv6wh cds-30" data-e2e="featured-snippet-link">AI For Everyone</a>:<span class=" css-4s48ix"> <!-- -->DeepLearning.AI</span></li><li data-unit="top-10-result" class="css-epm9dj"><a data-click-key="seo_entity_page.search.click.featured_snippet_link" data-click-value="{"href":"/professional-certificates/generative-ai-for-software-development","name":"Generative AI for Software 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Teaching","namespace":{"action":"click","app":"seo_entity_page","component":"featured_snippet_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="featured_snippet_link" data-track-href="/learn/wharton-ai-in-education-leveraging-chatgpt-for-teaching" href="/learn/wharton-ai-in-education-leveraging-chatgpt-for-teaching" to="/learn/wharton-ai-in-education-leveraging-chatgpt-for-teaching" class="cds-7 cds-1 cds-3 featured-snippet-link css-1cnv6wh cds-30" data-e2e="featured-snippet-link">AI in Education: Leveraging ChatGPT for Teaching</a>:<span class=" css-4s48ix"> <!-- -->University of Pennsylvania</span></li><li data-unit="top-10-result" class="css-epm9dj"><a data-click-key="seo_entity_page.search.click.featured_snippet_link" data-click-value="{"href":"/specializations/ai-for-business-wharton","name":"AI For Business","namespace":{"action":"click","app":"seo_entity_page","component":"featured_snippet_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="featured_snippet_link" data-track-href="/specializations/ai-for-business-wharton" href="/specializations/ai-for-business-wharton" to="/specializations/ai-for-business-wharton" class="cds-7 cds-1 cds-3 featured-snippet-link css-1cnv6wh cds-30" data-e2e="featured-snippet-link">AI For Business</a>:<span class=" css-4s48ix"> <!-- -->University of Pennsylvania</span></li><li data-unit="top-10-result" class="css-epm9dj"><a data-click-key="seo_entity_page.search.click.featured_snippet_link" data-click-value="{"href":"/learn/fundamentals-of-machine-learning-and-artificial-intelligence","name":"Fundamentals of Machine Learning and Artificial Intelligence","namespace":{"action":"click","app":"seo_entity_page","component":"featured_snippet_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="featured_snippet_link" data-track-href="/learn/fundamentals-of-machine-learning-and-artificial-intelligence" href="/learn/fundamentals-of-machine-learning-and-artificial-intelligence" to="/learn/fundamentals-of-machine-learning-and-artificial-intelligence" class="cds-7 cds-1 cds-3 featured-snippet-link css-1cnv6wh cds-30" data-e2e="featured-snippet-link">Fundamentals of Machine Learning and Artificial Intelligence</a>:<span class=" css-4s48ix"> <!-- -->Amazon Web Services</span></li><li data-unit="top-10-result" class="css-epm9dj"><a data-click-key="seo_entity_page.search.click.featured_snippet_link" data-click-value="{"href":"/learn/illinois-tech-artificial-intelligence","name":"Artificial Intelligence","namespace":{"action":"click","app":"seo_entity_page","component":"featured_snippet_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="featured_snippet_link" data-track-href="/learn/illinois-tech-artificial-intelligence" href="/learn/illinois-tech-artificial-intelligence" to="/learn/illinois-tech-artificial-intelligence" class="cds-7 cds-1 cds-3 featured-snippet-link css-1cnv6wh cds-30" data-e2e="featured-snippet-link">Artificial Intelligence</a>:<span class=" css-4s48ix"> <!-- -->Illinois Tech</span></li><li data-unit="top-10-result" class="css-epm9dj"><a data-click-key="seo_entity_page.search.click.featured_snippet_link" data-click-value="{"href":"/specializations/ai-foundations-for-everyone","name":"AI Foundations for Everyone","namespace":{"action":"click","app":"seo_entity_page","component":"featured_snippet_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="featured_snippet_link" data-track-href="/specializations/ai-foundations-for-everyone" href="/specializations/ai-foundations-for-everyone" to="/specializations/ai-foundations-for-everyone" class="cds-7 cds-1 cds-3 featured-snippet-link css-1cnv6wh cds-30" data-e2e="featured-snippet-link">AI Foundations for Everyone</a>:<span class=" css-4s48ix"> <!-- -->IBM</span></li><li data-unit="top-10-result" class="css-epm9dj"><a data-click-key="seo_entity_page.search.click.featured_snippet_link" data-click-value="{"href":"/learn/artificial-intelligence-education-for-teachers","name":"Artificial Intelligence (AI) Education for Teachers","namespace":{"action":"click","app":"seo_entity_page","component":"featured_snippet_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="featured_snippet_link" data-track-href="/learn/artificial-intelligence-education-for-teachers" href="/learn/artificial-intelligence-education-for-teachers" to="/learn/artificial-intelligence-education-for-teachers" class="cds-7 cds-1 cds-3 featured-snippet-link css-1cnv6wh cds-30" data-e2e="featured-snippet-link">Artificial Intelligence (AI) Education for Teachers</a>:<span class=" css-4s48ix"> <!-- -->Macquarie University</span></li></ul></div></div></div></div></div></div></div><div> <script type="application/ld+json"> 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</script> </div></main><div class="cds-45 css-o6zxv1 cds-46"><div class="cds-45 css-0 cds-47 cds-grid-item cds-92"><div class="cds-45 css-7avemv cds-46" data-testid="bottom-content-block"><div class="cds-45 css-0 cds-47 cds-grid-item cds-92"><h2 class="cds-7 cds-Typography-base css-h1jogs cds-9">Selecting Artificial Intelligence Certificate Courses</h2></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-92"><p class=" css-4s48ix">Artificial intelligence offers diverse learning paths, from foundational concepts to advanced applications. Beginners can start with introductory classes covering machine learning, data analysis, and AI ethics. More experienced learners can earn certificates in tools like TensorFlow and Python. Certifications help showcase expertise in areas like natural language processing (NLP) and computer vision. For those seeking deeper knowledge, full programs offer hands-on projects and training and real-world applications, preparing you for careers in industries like healthcare, finance, and robotics.</p></div></div></div><div class="cds-45 internal-linking-wrapper css-dlm1y2 cds-46 cds-47 cds-grid-item cds-92"><div class="cds-45 skills-to-learn-section css-0 cds-47 cds-grid-item cds-92"></div><div class="cds-45 faq-and-topics-container cds css-0 cds-47 cds-grid-item cds-92"><div class="rc-BrowseFAQs"><h2 class="browse-faq__heading">Frequently Asked Questions about Artificial Intelligence</h2><div class="rc-Faqs"><div id="cds-react-aria-141" class="faqList css-1jcy7xi"><div data-testid="visually-hidden" aria-live="polite" id="cds-react-aria-141-expanded-descriptor" tabindex="-1" class="css-1whdyhf"></div><div class="cds-ShowMoreList-listContainer" id="cds-react-aria-141-listContainer" role="list"><div aria-posinset="1" aria-setsize="3" role="listitem"><div class="rc-Faq"><button data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="browse_toggle_faq_0" id="faq-0" class="question" aria-expanded="false" aria-controls="faq-detail-0" type="button"><svg aria-hidden="true" class="_ufjrdd" style="fill:#2A73CC;height:24px;width:24px;transform:rotate(0deg)" viewBox="0 0 48 48" role="img" aria-labelledby="ChevronRightdefault ChevronRightdefaultDesc" xmlns="http://www.w3.org/2000/svg"><title id="ChevronRightdefault">Chevron Right</title><polygon transform="translate(23.999500, 24.000000) scale(-1, 1) translate(-23.999500, -24.000000)" points="16 24 30.585 40 31.999 38.586 18.828 24 31.999 9.415 30.585 8" role="presentation"></polygon></svg><h3 class="p-l-1s browse-faq-question">What are the key topics covered in artificial intelligence courses?<!-- --></h3></button><div id="faq-detail-0" class="transitionContainer" aria-labelledby="faq-0" role="region" aria-hidden="true" style="height:84px;overflow:hidden;transition:height 0.3s cubic-bezier(0.23, 1, 0.32, 1)"><div><div class="rc-Markdown styled answer browse-faq-answer"><p>Artificial intelligence courses typically cover topics essential for understanding and working with AI technologies. These include <a data-click-key="seo_entity_page.search.click.link_in_contentful" data-click-value="{"href":"https://www.coursera.org/courses?query=machine%20learning&skills=machine%20learning","namespace":{"action":"click","app":"seo_entity_page","component":"link_in_contentful","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="link_in_contentful" data-track-href="https://www.coursera.org/courses?query=machine%20learning&skills=machine%20learning" href="https://www.coursera.org/courses?query=machine%20learning&skills=machine%20learning" to="https://www.coursera.org/courses?query=machine%20learning&skills=machine%20learning" target="_blank">machine learning algorithms</a>, <a data-click-key="seo_entity_page.search.click.link_in_contentful" data-click-value="{"href":"https://www.coursera.org/courses?query=neural%20networks","namespace":{"action":"click","app":"seo_entity_page","component":"link_in_contentful","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="link_in_contentful" data-track-href="https://www.coursera.org/courses?query=neural%20networks" href="https://www.coursera.org/courses?query=neural%20networks" to="https://www.coursera.org/courses?query=neural%20networks" target="_blank">neural networks</a>, <a data-click-key="seo_entity_page.search.click.link_in_contentful" data-click-value="{"href":"https://www.coursera.org/courses?query=nlp","namespace":{"action":"click","app":"seo_entity_page","component":"link_in_contentful","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="link_in_contentful" data-track-href="https://www.coursera.org/courses?query=nlp" href="https://www.coursera.org/courses?query=nlp" to="https://www.coursera.org/courses?query=nlp" target="_blank">natural language processing</a>, <a data-click-key="seo_entity_page.search.click.link_in_contentful" data-click-value="{"href":"https://www.coursera.org/courses?query=computer%20vision","namespace":{"action":"click","app":"seo_entity_page","component":"link_in_contentful","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="link_in_contentful" data-track-href="https://www.coursera.org/courses?query=computer%20vision" href="https://www.coursera.org/courses?query=computer%20vision" to="https://www.coursera.org/courses?query=computer%20vision" target="_blank">computer vision</a>, and <a data-click-key="seo_entity_page.search.click.link_in_contentful" data-click-value="{"href":"https://www.coursera.org/courses?query=robotics","namespace":{"action":"click","app":"seo_entity_page","component":"link_in_contentful","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="link_in_contentful" data-track-href="https://www.coursera.org/courses?query=robotics" href="https://www.coursera.org/courses?query=robotics" to="https://www.coursera.org/courses?query=robotics" target="_blank">robotics</a>. Learners will also explore <a data-click-key="seo_entity_page.search.click.link_in_contentful" data-click-value="{"href":"https://www.coursera.org/courses?query=data%20analysis&skills=data%20analysis","namespace":{"action":"click","app":"seo_entity_page","component":"link_in_contentful","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="link_in_contentful" data-track-href="https://www.coursera.org/courses?query=data%20analysis&skills=data%20analysis" href="https://www.coursera.org/courses?query=data%20analysis&skills=data%20analysis" to="https://www.coursera.org/courses?query=data%20analysis&skills=data%20analysis" target="_blank">data analysis</a> techniques, model training, and ethical considerations in AI. The courses are structured to provide both theoretical knowledge and practical <a data-click-key="seo_entity_page.search.click.link_in_contentful" data-click-value="{"href":"https://www.coursera.org/courses?query=artificial%20intelligence&productTypeDescription=Guided%20Projects","namespace":{"action":"click","app":"seo_entity_page","component":"link_in_contentful","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="link_in_contentful" data-track-href="https://www.coursera.org/courses?query=artificial%20intelligence&productTypeDescription=Guided%20Projects" href="https://www.coursera.org/courses?query=artificial%20intelligence&productTypeDescription=Guided%20Projects" to="https://www.coursera.org/courses?query=artificial%20intelligence&productTypeDescription=Guided%20Projects" target="_blank">AI projects</a>, ensuring that learners can apply AI concepts in real-world scenarios.<!-- --></p></div></div></div></div></div><div aria-posinset="2" aria-setsize="3" role="listitem"><div class="rc-Faq"><button data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="browse_toggle_faq_1" id="faq-1" class="question" aria-expanded="false" aria-controls="faq-detail-1" type="button"><svg aria-hidden="true" class="_ufjrdd" style="fill:#2A73CC;height:24px;width:24px;transform:rotate(0deg)" viewBox="0 0 48 48" role="img" aria-labelledby="ChevronRightdefault ChevronRightdefaultDesc" xmlns="http://www.w3.org/2000/svg"><title id="ChevronRightdefault">Chevron Right</title><polygon transform="translate(23.999500, 24.000000) scale(-1, 1) translate(-23.999500, -24.000000)" points="16 24 30.585 40 31.999 38.586 18.828 24 31.999 9.415 30.585 8" role="presentation"></polygon></svg><h3 class="p-l-1s browse-faq-question">How can I choose the right artificial intelligence course for my career goals?<!-- --></h3></button><div id="faq-detail-1" class="transitionContainer" aria-labelledby="faq-1" role="region" aria-hidden="true" style="height:84px;overflow:hidden;transition:height 0.3s cubic-bezier(0.23, 1, 0.32, 1)"><div><div class="rc-Markdown styled answer browse-faq-answer"><p>Selecting the right artificial intelligence course depends on your current knowledge level, career aspirations, and the specific skills you wish to acquire. <a data-click-key="seo_entity_page.search.click.link_in_contentful" data-click-value="{"href":"https://www.coursera.org/courses?query=artificial%20intelligence&productDifficultyLevel=Beginner","namespace":{"action":"click","app":"seo_entity_page","component":"link_in_contentful","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="link_in_contentful" data-track-href="https://www.coursera.org/courses?query=artificial%20intelligence&productDifficultyLevel=Beginner" href="https://www.coursera.org/courses?query=artificial%20intelligence&productDifficultyLevel=Beginner" to="https://www.coursera.org/courses?query=artificial%20intelligence&productDifficultyLevel=Beginner" target="_blank">Beginners</a> might benefit from foundational courses that introduce basic concepts and techniques. If you have some experience, intermediate courses that explore deeper into <a data-click-key="seo_entity_page.search.click.link_in_contentful" data-click-value="{"href":"https://www.coursera.org/courses?query=machine%20learning&skills=machine%20learning","namespace":{"action":"click","app":"seo_entity_page","component":"link_in_contentful","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="link_in_contentful" data-track-href="https://www.coursera.org/courses?query=machine%20learning&skills=machine%20learning" href="https://www.coursera.org/courses?query=machine%20learning&skills=machine%20learning" to="https://www.coursera.org/courses?query=machine%20learning&skills=machine%20learning" target="_blank">machine learning</a>, <a data-click-key="seo_entity_page.search.click.link_in_contentful" data-click-value="{"href":"https://www.coursera.org/courses?query=deep%20learning","namespace":{"action":"click","app":"seo_entity_page","component":"link_in_contentful","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="link_in_contentful" data-track-href="https://www.coursera.org/courses?query=deep%20learning" href="https://www.coursera.org/courses?query=deep%20learning" to="https://www.coursera.org/courses?query=deep%20learning" target="_blank">deep learning</a>, and specific applications like <a data-click-key="seo_entity_page.search.click.link_in_contentful" data-click-value="{"href":"https://www.coursera.org/courses?query=nlp","namespace":{"action":"click","app":"seo_entity_page","component":"link_in_contentful","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="link_in_contentful" data-track-href="https://www.coursera.org/courses?query=nlp" href="https://www.coursera.org/courses?query=nlp" to="https://www.coursera.org/courses?query=nlp" target="_blank">NLP</a> or <a data-click-key="seo_entity_page.search.click.link_in_contentful" data-click-value="{"href":"https://www.coursera.org/courses?query=computer%20vision","namespace":{"action":"click","app":"seo_entity_page","component":"link_in_contentful","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="link_in_contentful" data-track-href="https://www.coursera.org/courses?query=computer%20vision" href="https://www.coursera.org/courses?query=computer%20vision" to="https://www.coursera.org/courses?query=computer%20vision" target="_blank">computer vision</a> can be beneficial. <a data-click-key="seo_entity_page.search.click.link_in_contentful" data-click-value="{"href":"https://www.coursera.org/courses?query=artificial%20intelligence&productDifficultyLevel=Advanced","namespace":{"action":"click","app":"seo_entity_page","component":"link_in_contentful","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="link_in_contentful" data-track-href="https://www.coursera.org/courses?query=artificial%20intelligence&productDifficultyLevel=Advanced" href="https://www.coursera.org/courses?query=artificial%20intelligence&productDifficultyLevel=Advanced" to="https://www.coursera.org/courses?query=artificial%20intelligence&productDifficultyLevel=Advanced" target="_blank">Advanced</a> learners or professionals seeking specialized knowledge might consider courses focusing on cutting-edge AI research or ethical AI practices. It’s important to review course syllabi, instructor credentials, and learner feedback to find a course that aligns with your goals.<!-- --></p></div></div></div></div></div><div aria-posinset="3" aria-setsize="3" role="listitem"><div class="rc-Faq"><button data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="browse_toggle_faq_2" id="faq-2" class="question" aria-expanded="false" aria-controls="faq-detail-2" type="button"><svg aria-hidden="true" class="_ufjrdd" style="fill:#2A73CC;height:24px;width:24px;transform:rotate(0deg)" viewBox="0 0 48 48" role="img" aria-labelledby="ChevronRightdefault ChevronRightdefaultDesc" xmlns="http://www.w3.org/2000/svg"><title id="ChevronRightdefault">Chevron Right</title><polygon transform="translate(23.999500, 24.000000) scale(-1, 1) translate(-23.999500, -24.000000)" points="16 24 30.585 40 31.999 38.586 18.828 24 31.999 9.415 30.585 8" role="presentation"></polygon></svg><h3 class="p-l-1s browse-faq-question">What are the benefits of earning a certificate or degree in artificial intelligence?<!-- --></h3></button><div id="faq-detail-2" class="transitionContainer" aria-labelledby="faq-2" role="region" aria-hidden="true" style="height:84px;overflow:hidden;transition:height 0.3s cubic-bezier(0.23, 1, 0.32, 1)"><div><div class="rc-Markdown styled answer browse-faq-answer"><p>Earning a certificate or degree in artificial intelligence can significantly enhance your career prospects. These credentials demonstrate a verified expertise and commitment to mastering AI technologies. They can open up opportunities for roles such as <a data-click-key="seo_entity_page.search.click.link_in_contentful" data-click-value="{"href":"https://www.coursera.org/articles/ai-engineer","namespace":{"action":"click","app":"seo_entity_page","component":"link_in_contentful","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="link_in_contentful" data-track-href="https://www.coursera.org/articles/ai-engineer" href="https://www.coursera.org/articles/ai-engineer" to="https://www.coursera.org/articles/ai-engineer" target="_blank">AI engineer</a>, <a data-click-key="seo_entity_page.search.click.link_in_contentful" data-click-value="{"href":"https://www.coursera.org/articles/what-is-a-data-scientist","namespace":{"action":"click","app":"seo_entity_page","component":"link_in_contentful","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="link_in_contentful" data-track-href="https://www.coursera.org/articles/what-is-a-data-scientist" href="https://www.coursera.org/articles/what-is-a-data-scientist" to="https://www.coursera.org/articles/what-is-a-data-scientist" target="_blank">data scientist</a>, machine learning specialist, and research scientist. Additionally, many programs include hands-on projects, giving you practical experience and a portfolio to showcase to potential employers. Advanced degrees also provide access to research opportunities and academic networks, further boosting your professional development and career advancement in AI.<!-- --></p></div></div></div></div></div><div class="cds-200 cds-ShowMoreList-collapseContainer cds-202" style="min-height:0px"><div class="cds-203"><div class="cds-204"></div></div></div></div></div></div><div class="faq-disclaimer"><span class="faq-disclaimer-text">This FAQ content has been made available for informational purposes only. Learners are advised to conduct additional research to ensure that courses and other credentials pursued meet their personal, professional, and financial goals.</span></div><div class="rc-EntityPageFAQSchemaMarkup"><div> <script type="application/ld+json"> {"@context":"http://schema.org","@type":"FAQPage","mainEntity":[{"@type":"Question","name":"<p>What are the key topics covered in artificial intelligence courses?</p>","acceptedAnswer":{"@type":"Answer","text":"<p>Artificial intelligence courses typically cover topics essential for understanding and working with AI technologies. These include <a href=\"https://www.coursera.org/courses?query=machine%20learning&skills=machine%20learning\">machine learning algorithms</a>, <a href=\"https://www.coursera.org/courses?query=neural%20networks\">neural networks</a>, <a href=\"https://www.coursera.org/courses?query=nlp\">natural language processing</a>, <a href=\"https://www.coursera.org/courses?query=computer%20vision\">computer vision</a>, and <a href=\"https://www.coursera.org/courses?query=robotics\">robotics</a>. Learners will also explore <a href=\"https://www.coursera.org/courses?query=data%20analysis&skills=data%20analysis\">data analysis</a> techniques, model training, and ethical considerations in AI. The courses are structured to provide both theoretical knowledge and practical <a href=\"https://www.coursera.org/courses?query=artificial%20intelligence&productTypeDescription=Guided%20Projects\">AI projects</a>, ensuring that learners can apply AI concepts in real-world scenarios.</p>"}},{"@type":"Question","name":"<p>How can I choose the right artificial intelligence course for my career goals?</p>","acceptedAnswer":{"@type":"Answer","text":"<p>Selecting the right artificial intelligence course depends on your current knowledge level, career aspirations, and the specific skills you wish to acquire. <a href=\"https://www.coursera.org/courses?query=artificial%20intelligence&productDifficultyLevel=Beginner\">Beginners</a> might benefit from foundational courses that introduce basic concepts and techniques. If you have some experience, intermediate courses that explore deeper into <a href=\"https://www.coursera.org/courses?query=machine%20learning&skills=machine%20learning\">machine learning</a>, <a href=\"https://www.coursera.org/courses?query=deep%20learning\">deep learning</a>, and specific applications like <a href=\"https://www.coursera.org/courses?query=nlp\">NLP</a> or <a href=\"https://www.coursera.org/courses?query=computer%20vision\">computer vision</a> can be beneficial. <a href=\"https://www.coursera.org/courses?query=artificial%20intelligence&productDifficultyLevel=Advanced\">Advanced</a> learners or professionals seeking specialized knowledge might consider courses focusing on cutting-edge AI research or ethical AI practices. It’s important to review course syllabi, instructor credentials, and learner feedback to find a course that aligns with your goals.</p>"}},{"@type":"Question","name":"<p>What are the benefits of earning a certificate or degree in artificial intelligence?</p>","acceptedAnswer":{"@type":"Answer","text":"<p>Earning a certificate or degree in artificial intelligence can significantly enhance your career prospects. These credentials demonstrate a verified expertise and commitment to mastering AI technologies. They can open up opportunities for roles such as <a href=\"https://www.coursera.org/articles/ai-engineer\">AI engineer</a>, <a href=\"https://www.coursera.org/articles/what-is-a-data-scientist\">data scientist</a>, machine learning specialist, and research scientist. Additionally, many programs include hands-on projects, giving you practical experience and a portfolio to showcase to potential employers. Advanced degrees also provide access to research opportunities and academic networks, further boosting your professional development and career advancement in AI.</p>"}}]} </script> </div></div></div><div class="rc-OtherTopics css-11trnn5"><h2 class="cds-7 other-topics-header css-h1jogs cds-9">Other topics to explore</h2><div class="cds-45 css-0 cds-46" role="list"><div class="cds-45 topic-card-grid css-0 cds-47 cds-grid-item cds-111 cds-125" role="listitem"><a data-click-key="seo_entity_page.search.click.topic_card" data-click-value="{"href":"/browse/arts-and-humanities","namespace":{"action":"click","app":"seo_entity_page","component":"topic_card","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="topic_card" data-track-href="/browse/arts-and-humanities" href="/browse/arts-and-humanities" to="/browse/arts-and-humanities" class="rc-TopicCard css-1gvx11w"><div 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cds-102"><div class="cds-45 css-0 cds-47 cds-grid-item cds-92"><div class="topic-name">Business</div><span class="topic-number">1095 courses</span></div></div></div></a></div><div class="cds-45 topic-card-grid css-0 cds-47 cds-grid-item cds-111 cds-125" role="listitem"><a data-click-key="seo_entity_page.search.click.topic_card" data-click-value="{"href":"/browse/computer-science","namespace":{"action":"click","app":"seo_entity_page","component":"topic_card","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="topic_card" data-track-href="/browse/computer-science" href="/browse/computer-science" to="/browse/computer-science" class="rc-TopicCard css-1gvx11w"><div class="cds-45 topic-card-container css-0 cds-46"><div class="cds-45 topic-card-image-container css-0 cds-47 cds-grid-item cds-84"><div class="css-18gf322"><img alt="Placeholder" 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data-click-value="{"href":"/browse","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" 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="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"/courseraplus","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" 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="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"/professional-certificate","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" 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="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"/mastertrack","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" 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="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"/degrees","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" 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="seo_entity_page.search.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":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" 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="seo_entity_page.search.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":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" 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="seo_entity_page.search.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":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" 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="seo_entity_page.search.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":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" 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="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"/social-impact","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" 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="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.org/courses?query=free","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" 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="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.org/explore/ects-credit-recommendation","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" 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="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.community","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" 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="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.org/partners","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" 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="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.support/s/article/360000152926-Become-a-Coursera-beta-tester","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" 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="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"https://blog.coursera.org","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" 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="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"https://open.spotify.com/show/58M36bneU7REOofdPZxe6A","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" 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="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"https://medium.com/coursera-engineering","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" 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="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"/teaching-center","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" 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="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"/about/press","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" 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="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"https://investor.coursera.com","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" 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="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"/about/terms","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" 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="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"/about/privacy","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" 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="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"https://learner.coursera.help/hc","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" 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="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"https://learner.coursera.help/hc/articles/360050668591-Accessibility-Statement","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" 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="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"/about/contact","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="seo_directory_link" data-track-href="/about/contact" href="/about/contact" to="/about/contact" class="rc-SubFooterSection__content-column-link-text">Contact</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.org/articles","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://www.coursera.org/articles" href="https://www.coursera.org/articles" to="https://www.coursera.org/articles" class="rc-SubFooterSection__content-column-link-text">Articles</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"/directory","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="seo_directory_link" data-track-href="/directory" href="/directory" to="/directory" class="rc-SubFooterSection__content-column-link-text">Directory</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"https://about.coursera.org/affiliates","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://about.coursera.org/affiliates" 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",\"experimentId\":\"6ePpEN3LEey2vr_CDQTCXg\",\"variantId\":\"9Cw1OsKrQ1W-uOR9FI5guA\",\"parameterName\":\"globalHelpButtonUrlExclusionsRegex\",\"id\":148,\"version\":1,\"value\":\"^/(?:programs|teach|admin|business|degrees|degree-description|internal|o/[a-zA-Z0-9-]+/admin|learn/[a-zA-Z0-9-]+/(?!lecture|supplement|videos|course-manager|graded|ungraded|wiseFlow|programming|quiz|exam|team|irt|peer|discussionPrompt|team|assignment-submission|placeholder))\",\"status\":\"RUNNING\"},{\"namespace\":\"DegreesDiscovery\",\"idForAllocation\":\"4584886240-1732675658872\",\"experimentId\":\"26y5xACzEe6tLg6_DDNBVQ\",\"variantId\":\"8LaLvyydTv22i78snd79Sw\",\"parameterName\":\"pgdipsMarketedAsDegrees\",\"id\":149,\"version\":1,\"value\":[\"statistics-data-analytics-pgdip-isi\",\"pgdm-spjimr\",\"pg-cert-public-health-imperial\",\"grad-cert-global-business-practice-macquarie\"],\"status\":\"RUNNING\"},{\"namespace\":\"AcademicIntegrity\",\"idForAllocation\":\"4584886240-1732675658872\",\"experimentId\":\"s627zlPZEe6YYwrfq_--AQ\",\"variantId\":\"rtxSN03wS1-cUjdN8DtfgA\",\"parameterName\":\"enableFileUploadPlagiarismDetection\",\"id\":150,\"version\":1,\"value\":true,\"status\":\"RUNNING\"}]}"; 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>