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--cds-color-lighten-500: rgba(255, 255, 255, 0.5); --cds-color-lighten-400: rgba(255, 255, 255, 0.4); --cds-color-lighten-300: rgba(255, 255, 255, 0.3); --cds-color-lighten-200: rgba(255, 255, 255, 0.2); --cds-color-lighten-100: rgba(255, 255, 255, 0.1); --cds-color-lighten-50: rgba(255, 255, 255, 0.05); --cds-color-lighten-25: rgba(255, 255, 255, 0.03); --cds-color-lighten-0: rgba(255, 255, 255, 0); --cds-color-pink-975: #1e051a; --cds-color-pink-950: #45093a; --cds-color-pink-900: #661057; --cds-color-pink-800: #7d166a; --cds-color-pink-700: #9c1a84; --cds-color-pink-600: #c429a8; --cds-color-pink-500: #e339c4; --cds-color-pink-400: #f05bd5; --cds-color-pink-300: #ff82e7; --cds-color-pink-200: #ffa6ee; --cds-color-pink-100: #ffccf5; --cds-color-pink-50: #ffe0f9; --cds-color-pink-25: #fff2fd; --cds-color-red-975: #2e0007; --cds-color-red-950: #66000f; --cds-color-red-900: #9e0018; --cds-color-red-800: #c4001d; --cds-color-red-700: #d30a28; --cds-color-red-600: #ed2644; --cds-color-red-500: #f0465f; --cds-color-red-400: #fc657d; --cds-color-red-300: #ff8f9f; --cds-color-red-200: #ffb0bc; --cds-color-red-100: #fad2d8; --cds-color-red-50: #fce5e8; --cds-color-red-25: #fdf5f5; --cds-color-green-975: #02150f; --cds-color-green-950: #062e21; --cds-color-green-900: #074735; --cds-color-green-800: #095941; --cds-color-green-700: #087051; --cds-color-green-600: #118f69; --cds-color-green-500: #22a880; --cds-color-green-400: #3bc29a; --cds-color-green-300: #66dab7; --cds-color-green-200: #94e5cd; --cds-color-green-100: #b8f2e1; --cds-color-green-50: #cffaed; --cds-color-green-25: #ebfdf8; --cds-color-yellow-975: #200900; --cds-color-yellow-950: #471400; --cds-color-yellow-900: #6b1e00; --cds-color-yellow-800: #852600; --cds-color-yellow-700: #a32e00; --cds-color-yellow-600: #c74504; --cds-color-yellow-500: #de6000; --cds-color-yellow-400: #f28100; --cds-color-yellow-300: #faaf00; --cds-color-yellow-200: #ffc936; --cds-color-yellow-100: #ffdc96; --cds-color-yellow-50: #ffeac9; --cds-color-yellow-25: #fff4e8; --cds-color-purple-975: #150333; --cds-color-purple-950: #340385; --cds-color-purple-900: #4a0fab; --cds-color-purple-800: #5b15cf; --cds-color-purple-700: #6923de; --cds-color-purple-600: #8040ed; --cds-color-purple-500: #9258f5; --cds-color-purple-400: #a678f5; --cds-color-purple-300: #c29ffc; --cds-color-purple-200: #d3bbfa; --cds-color-purple-100: #e7d9ff; --cds-color-purple-50: #f1e8ff; --cds-color-purple-25: #f9f5ff; --cds-color-blue-975: #00112a; --cds-color-blue-950: #002761; --cds-color-blue-900: #003b8f; --cds-color-blue-800: #0048b0; --cds-color-blue-700: #0056d2; --cds-color-blue-600: #1e72eb; --cds-color-blue-500: #3587fc; --cds-color-blue-400: #5b9dfc; --cds-color-blue-300: #87b8ff; --cds-color-blue-200: #adcfff; --cds-color-blue-100: #cfe2ff; --cds-color-blue-50: #e3eeff; --cds-color-blue-25: #f0f6ff; --cds-color-grey-975: #0f1114; --cds-color-grey-950: #1e2229; --cds-color-grey-900: #2d3440; --cds-color-grey-800: #363f52; --cds-color-grey-700: #404b61; --cds-color-grey-600: #5b6780; --cds-color-grey-500: #6d7c99; --cds-color-grey-400: #8495b0; --cds-color-grey-300: #a7b4c9; --cds-color-grey-200: #c1cad9; --cds-color-grey-100: #dae1ed; --cds-color-grey-50: #e8eef7; --cds-color-grey-25: #f2f5fa; --cds-color-white-0: #ffffff; --cds-text-decoration-link: underline; --cds-font-family-boutros-coursera: Boutros Coursera, Tahoma, sans-serif; --cds-font-family-source-sans-pro: Source Sans Pro, Arial, sans-serif; --cds-font-size-1100: 5.5rem; --cds-font-size-1050: 5.25rem; --cds-font-size-1000: 5rem; --cds-font-size-950: 4.75rem; --cds-font-size-900: 4.5rem; --cds-font-size-850: 4.25rem; --cds-font-size-800: 4rem; --cds-font-size-750: 3.75rem; --cds-font-size-700: 3.5rem; --cds-font-size-650: 3.25rem; --cds-font-size-600: 3rem; --cds-font-size-550: 2.75rem; --cds-font-size-500: 2.5rem; --cds-font-size-450: 2.25rem; --cds-font-size-400: 2rem; --cds-font-size-375: 1.875rem; --cds-font-size-350: 1.75rem; --cds-font-size-300: 1.5rem; --cds-font-size-250: 1.25rem; --cds-font-size-200: 1rem; --cds-font-size-175: 0.875rem; --cds-font-size-150: 0.75rem; --cds-font-size-125: 0.625rem; --cds-font-size-100: 0.5rem; --cds-letter-spacing-minus30: -0.003em; --cds-letter-spacing-minus50: -0.005em; --cds-letter-spacing-minus100: -0.01em; --cds-letter-spacing-100: 0.01em; --cds-letter-spacing-0: 0em; --cds-line-height-1200: 6rem; --cds-line-height-1150: 5.75rem; --cds-line-height-1100: 5.5rem; --cds-line-height-1050: 5.25rem; --cds-line-height-1000: 5rem; --cds-line-height-900: 4.5rem; --cds-line-height-850: 4.25rem; --cds-line-height-800: 4rem; --cds-line-height-700: 3.5rem; --cds-line-height-650: 3.25rem; --cds-line-height-600: 3rem; --cds-line-height-550: 2.75rem; --cds-line-height-525: 2.625rem; --cds-line-height-500: 2.5rem; --cds-line-height-450: 2.25rem; --cds-line-height-400: 2rem; --cds-line-height-350: 1.75rem; --cds-line-height-300: 1.5rem; --cds-line-height-250: 1.25rem; --cds-line-height-200: 1rem; --cds-line-height-175: 0.875rem; --cds-line-height-150: 0.75rem; --cds-base: 8; --cds-font-weight-700: 700; --cds-font-weight-600: 600; --cds-font-weight-400: 400; --cds-border-radius-max: 50px; --cds-border-radius-400: 32px; --cds-border-radius-200: 16px; --cds-border-radius-100: 8px; --cds-border-radius-50: 4px; --cds-border-radius-25: 2px; --cds-spacing-1400: 112px; --cds-spacing-1000: 80px; --cds-spacing-800: 64px; --cds-spacing-600: 48px; --cds-spacing-400: 32px; --cds-spacing-300: 24px; --cds-spacing-200: 16px; --cds-spacing-150: 12px; --cds-spacing-100: 8px; --cds-spacing-50: 4px; --cds-color-emphasis-quaternary-content-default: var(--cds-color-purple-950); --cds-color-emphasis-quaternary-stroke-default: var(--cds-color-purple-700); --cds-color-emphasis-quaternary-background-xweak: var(--cds-color-purple-25); --cds-color-emphasis-quaternary-background-weak: var(--cds-color-purple-50); --cds-color-emphasis-quaternary-background-default: var(--cds-color-purple-600); --cds-color-emphasis-quaternary-background-strong: var(--cds-color-purple-700); --cds-color-emphasis-quaternary-background-xstrong: var(--cds-color-purple-900); --cds-color-emphasis-tertiary-content-default: var(--cds-color-yellow-800); --cds-color-emphasis-tertiary-stroke-default: var(--cds-color-yellow-300); --cds-color-emphasis-tertiary-background-xweak: var(--cds-color-yellow-25); --cds-color-emphasis-tertiary-background-weak: var(--cds-color-yellow-50); --cds-color-emphasis-tertiary-background-default: var(--cds-color-yellow-300); --cds-color-emphasis-tertiary-background-strong: var(--cds-color-yellow-500); --cds-color-emphasis-tertiary-background-xstrong: var(--cds-color-yellow-600); --cds-color-emphasis-secondary-stroke-default: var(--cds-color-pink-500); --cds-color-emphasis-secondary-content-default: var(--cds-color-pink-800); --cds-color-emphasis-secondary-background-xweak: var(--cds-color-pink-25); --cds-color-emphasis-secondary-background-weak: var(--cds-color-pink-50); --cds-color-emphasis-secondary-background-xstrong: var(--cds-color-pink-700); --cds-color-emphasis-secondary-background-strong: var(--cds-color-pink-600); --cds-color-emphasis-secondary-background-default: var(--cds-color-pink-500); --cds-color-emphasis-neutral-stroke-default: var(--cds-color-grey-600); --cds-color-emphasis-neutral-content-default: var(--cds-color-grey-600); --cds-color-emphasis-neutral-background-xweak: var(--cds-color-grey-25); --cds-color-emphasis-neutral-background-weak: var(--cds-color-grey-50); --cds-color-emphasis-neutral-background-default: var(--cds-color-grey-500); --cds-color-emphasis-neutral-background-xstrong: var(--cds-color-grey-900); --cds-color-emphasis-neutral-background-xxstrong: var(--cds-color-grey-975); --cds-color-emphasis-primary-background-xweak: var(--cds-color-blue-25); --cds-color-emphasis-primary-background-strong: var(--cds-color-blue-700); --cds-color-emphasis-primary-background-default: var(--cds-color-blue-500); --cds-color-emphasis-primary-background-xstrong: var(--cds-color-blue-800); --cds-color-emphasis-primary-background-weak: var(--cds-color-blue-50); --cds-color-emphasis-primary-background-xxstrong: var(--cds-color-blue-950); --cds-color-emphasis-primary-stroke-default: var(--cds-color-blue-500); --cds-color-emphasis-primary-content-default: var(--cds-color-blue-800); --cds-typography-action-secondary: var(--cds-font-weight-600) var(--cds-font-size-175) / var(--cds-line-height-250) var(--cds-font-family-source-sans-pro); --cds-typography-action-primary: var(--cds-font-weight-600) var(--cds-font-size-200) / var(--cds-line-height-300) var(--cds-font-family-source-sans-pro); --cds-typography-body-secondary: var(--cds-font-weight-400) var(--cds-font-size-175) / var(--cds-line-height-250) var(--cds-font-family-source-sans-pro); --cds-typography-body-primary: var(--cds-font-weight-400) var(--cds-font-size-200) / var(--cds-line-height-300) var(--cds-font-family-source-sans-pro); --cds-typography-subtitle-medium: var(--cds-font-weight-600) var(--cds-font-size-200) / var(--cds-line-height-250) var(--cds-font-family-source-sans-pro); --cds-typography-subtitle-large: var(--cds-font-weight-600) var(--cds-font-size-250) / var(--cds-line-height-300) var(--cds-font-family-source-sans-pro); --cds-typography-title-small-sm: var(--cds-font-weight-600) var(--cds-font-size-300) / var(--cds-line-height-450) var(--cds-font-family-source-sans-pro); --cds-typography-title-small: var(--cds-font-weight-600) var(--cds-font-size-375) / var(--cds-line-height-450) var(--cds-font-family-source-sans-pro); --cds-typography-title-medium-sm: var(--cds-font-weight-600) var(--cds-font-size-350) / var(--cds-line-height-450) var(--cds-font-family-source-sans-pro); --cds-typography-title-medium: var(--cds-font-weight-600) var(--cds-font-size-450) / var(--cds-line-height-525) var(--cds-font-family-source-sans-pro); --cds-typography-title-large-sm: var(--cds-font-weight-600) var(--cds-font-size-400) / var(--cds-line-height-500) var(--cds-font-family-source-sans-pro); --cds-typography-title-large: var(--cds-font-weight-600) var(--cds-font-size-600) / var(--cds-line-height-700) var(--cds-font-family-source-sans-pro); --cds-typography-display-sm: var(--cds-font-weight-600) var(--cds-font-size-500) / var(--cds-line-height-550) var(--cds-font-family-source-sans-pro); --cds-typography-display: var(--cds-font-weight-600) var(--cds-font-size-800) / var(--cds-line-height-900) var(--cds-font-family-source-sans-pro); } @media (max-width: 1023.95px) { :root { --cds-typography-display: var(--cds-typography-display-sm); --cds-typography-title-large: var(--cds-typography-title-large-sm); --cds-typography-title-medium: var(--cds-typography-title-medium-sm); --cds-typography-title-small: var(--cds-typography-title-small-sm); } } :root[dir='rtl'] { --cds-text-decoration-link: underline; --cds-typography-action-secondary: var(--cds-font-weight-700) var(--cds-font-size-175) / var(--cds-line-height-250) var(--cds-font-family-boutros-coursera); --cds-typography-action-primary: var(--cds-font-weight-700) var(--cds-font-size-200) / var(--cds-line-height-300) var(--cds-font-family-boutros-coursera); --cds-typography-body-secondary: var(--cds-font-weight-400) var(--cds-font-size-175) / var(--cds-line-height-250) var(--cds-font-family-boutros-coursera); --cds-typography-body-primary: var(--cds-font-weight-400) var(--cds-font-size-200) / var(--cds-line-height-300) var(--cds-font-family-boutros-coursera); --cds-typography-subtitle-medium: var(--cds-font-weight-700) var(--cds-font-size-200) / var(--cds-line-height-250) var(--cds-font-family-boutros-coursera); --cds-typography-subtitle-large: var(--cds-font-weight-700) var(--cds-font-size-250) / var(--cds-line-height-300) var(--cds-font-family-boutros-coursera); --cds-typography-title-small-sm: var(--cds-font-weight-700) var(--cds-font-size-375) / var(--cds-line-height-450) var(--cds-font-family-boutros-coursera); --cds-typography-title-small: var(--cds-font-weight-700) var(--cds-font-size-375) / var(--cds-line-height-450) var(--cds-font-family-boutros-coursera); --cds-typography-title-medium-sm: var(--cds-font-weight-700) var(--cds-font-size-350) / var(--cds-line-height-450) var(--cds-font-family-boutros-coursera); --cds-typography-title-medium: var(--cds-font-weight-700) var(--cds-font-size-450) / var(--cds-line-height-525) var(--cds-font-family-boutros-coursera); --cds-typography-title-large-sm: var(--cds-font-weight-700) var(--cds-font-size-400) / var(--cds-line-height-500) var(--cds-font-family-boutros-coursera); --cds-typography-title-large: var(--cds-font-weight-700) var(--cds-font-size-600) / var(--cds-line-height-700) var(--cds-font-family-boutros-coursera); --cds-typography-display-sm: var(--cds-font-weight-700) var(--cds-font-size-500) / var(--cds-line-height-550) var(--cds-font-family-boutros-coursera); --cds-typography-display: var(--cds-font-weight-700) var(--cds-font-size-800) / var(--cds-line-height-900) var(--cds-font-family-boutros-coursera); } @media (max-width: 1023.95px) { :root[dir='rtl'] { --cds-typography-display: var(--cds-typography-display-sm); --cds-typography-title-large: var(--cds-typography-title-large-sm); --cds-typography-title-medium: var(--cds-typography-title-medium-sm); --cds-typography-title-small: var(--cds-typography-title-small-sm); --cds-typography-display: var(--cds-typography-display-sm); --cds-typography-title-large: var(--cds-typography-title-large-sm); --cds-typography-title-medium: var(--cds-typography-title-medium-sm); --cds-typography-title-small: var(--cds-typography-title-small-sm); } } :root { --cds-font-size-body2: 0.875rem; --cds-font-size-title4: 0.875rem; --cds-letter-spacing-250: -0.2px; --cds-letter-spacing-125: -0.1px; --cds-font-family-body: var(--cds-font-family-source-sans-pro); --cds-font-family-title: var(--cds-font-family-source-sans-pro); --cds-font-family-display: var(--cds-font-family-source-sans-pro); --cds-font-size-body1: var(--cds-font-size-200); --cds-font-size-title3: var(--cds-font-size-200); --cds-font-size-title2: var(--cds-font-size-250); --cds-font-size-title1-xs: var(--cds-font-size-300); --cds-font-size-title1-lg: var(--cds-font-size-350); --cds-font-size-display2-xs: var(--cds-font-size-400); --cds-font-size-display2-sm: var(--cds-font-size-450); --cds-font-size-display2-lg: var(--cds-font-size-550); --cds-font-size-display1-xs: var(--cds-font-size-600); --cds-font-size-display1-sm: var(--cds-font-size-800); --cds-font-size-display1-lg: var(--cds-font-size-1050); --cds-letter-spacing-body2: var(--cds-letter-spacing-0); --cds-letter-spacing-body1: var(--cds-letter-spacing-0); --cds-letter-spacing-title4: var(--cds-letter-spacing-125); --cds-letter-spacing-title3: var(--cds-letter-spacing-125); --cds-letter-spacing-title2: var(--cds-letter-spacing-125); --cds-letter-spacing-title1: var(--cds-letter-spacing-125); --cds-letter-spacing-display2: var(--cds-letter-spacing-125); --cds-letter-spacing-display1: var(--cds-letter-spacing-250); --cds-line-height-body2: var(--cds-line-height-250); --cds-line-height-body1: var(--cds-line-height-300); --cds-line-height-title4: var(--cds-line-height-250); --cds-line-height-title3: var(--cds-line-height-300); --cds-line-height-title2: var(--cds-line-height-350); --cds-line-height-title1-xs: var(--cds-line-height-400); --cds-line-height-title1-lg: var(--cds-line-height-450); --cds-line-height-display2-xs: var(--cds-line-height-500); --cds-line-height-display2-sm: var(--cds-line-height-600); --cds-line-height-display2-lg: var(--cds-line-height-650); --cds-line-height-display1-xs: var(--cds-line-height-700); --cds-line-height-display1-sm: var(--cds-line-height-900); --cds-line-height-display1-lg: var(--cds-line-height-1150); --cds-typography-body2: var(--cds-font-weight-400) var(--cds-font-size-body2) / var(--cds-line-height-body2) var(--cds-font-family-body); --cds-typography-body1: var(--cds-font-weight-400) var(--cds-font-size-body1) / var(--cds-line-height-body1) var(--cds-font-family-body); --cds-typography-title4: var(--cds-font-weight-700) var(--cds-font-size-title4) / var(--cds-line-height-title4) var(--cds-font-family-title); --cds-typography-title3-strong: var(--cds-font-weight-700) var(--cds-font-size-title3) / var(--cds-line-height-title3) var(--cds-font-family-title); --cds-typography-title3: var(--cds-font-weight-600) var(--cds-font-size-title3) / var(--cds-line-height-title3) var(--cds-font-family-title); --cds-typography-title2-weak: var(--cds-font-weight-400) var(--cds-font-size-title2) / var(--cds-line-height-title2) var(--cds-font-family-title); --cds-typography-title2: var(--cds-font-weight-600) var(--cds-font-size-title2) / var(--cds-line-height-title2) var(--cds-font-family-title); --cds-typography-title1-xs-weak: var(--cds-font-weight-400) var(--cds-font-size-title1-xs) / var(--cds-line-height-title1-xs) var(--cds-font-family-title); --cds-typography-title1-xs: var(--cds-font-weight-600) var(--cds-font-size-title1-xs) / var(--cds-line-height-title1-xs) var(--cds-font-family-title); --cds-typography-title1-weak: var(--cds-font-weight-400) var(--cds-font-size-title1-lg) / var(--cds-line-height-title1-lg) var(--cds-font-family-title); --cds-typography-title1: var(--cds-font-weight-600) var(--cds-font-size-title1-lg) / var(--cds-line-height-title1-lg) var(--cds-font-family-title); --cds-typography-display2-xs-weak: var(--cds-font-weight-400) var(--cds-font-size-display2-xs) / var(--cds-line-height-display2-xs) var(--cds-font-family-display); --cds-typography-display2-xs: var(--cds-font-weight-600) var(--cds-font-size-display2-xs) / var(--cds-line-height-display2-xs) var(--cds-font-family-display); --cds-typography-display2-sm-weak: var(--cds-font-weight-400) var(--cds-font-size-display2-sm) / var(--cds-line-height-display2-sm) var(--cds-font-family-display); --cds-typography-display2-sm: var(--cds-font-weight-600) var(--cds-font-size-display2-sm) / var(--cds-line-height-display2-sm) var(--cds-font-family-display); --cds-typography-display2-weak: var(--cds-font-weight-400) var(--cds-font-size-display2-lg) / var(--cds-line-height-display2-lg) var(--cds-font-family-display); --cds-typography-display2: var(--cds-font-weight-600) var(--cds-font-size-display2-lg) / var(--cds-line-height-display2-lg) var(--cds-font-family-display); --cds-typography-display1-xs-weak: var(--cds-font-weight-400) var(--cds-font-size-display1-xs) / var(--cds-line-height-display1-xs) var(--cds-font-family-display); --cds-typography-display1-xs: var(--cds-font-weight-600) var(--cds-font-size-display1-xs) / var(--cds-line-height-display1-xs) var(--cds-font-family-display); --cds-typography-display1-sm-weak: var(--cds-font-weight-400) var(--cds-font-size-display1-sm) / var(--cds-line-height-display1-sm) var(--cds-font-family-display); --cds-typography-display1-sm: var(--cds-font-weight-600) var(--cds-font-size-display1-sm) / var(--cds-line-height-display1-sm) var(--cds-font-family-display); --cds-typography-display1-weak: var(--cds-font-weight-400) var(--cds-font-size-display1-lg) / var(--cds-line-height-display1-lg) var(--cds-font-family-display); --cds-typography-display1: var(--cds-font-weight-600) var(--cds-font-size-display1-lg) / var(--cds-line-height-display1-lg) var(--cds-font-family-display); } @media (max-width: 1023.95px) { :root { --cds-typography-display1: var(--cds-typography-display1-sm); --cds-typography-display1-weak: var(--cds-typography-display1-sm-weak); --cds-typography-display2: var(--cds-typography-display2-sm); --cds-typography-display2-weak: var(--cds-typography-display2-sm-weak); } } @media (max-width: 599.95px) { :root { --cds-typography-display1: var(--cds-typography-display1-xs); --cds-typography-display1-weak: var(--cds-typography-display1-xs-weak); --cds-typography-display2: var(--cds-typography-display2-xs); --cds-typography-display2-weak: var(--cds-typography-display2-xs-weak); --cds-typography-title1: var(--cds-typography-title1-xs); --cds-typography-title1-weak: var(--cds-typography-title1-xs-weak); } } :root[dir='rtl'] { --cds-font-family-body: var(--cds-font-family-boutros-coursera); --cds-font-family-title: var(--cds-font-family-boutros-coursera); --cds-font-family-display: var(--cds-font-family-boutros-coursera); --cds-letter-spacing-body2: var(--cds-letter-spacing-0); --cds-letter-spacing-body1: var(--cds-letter-spacing-0); --cds-letter-spacing-title4: var(--cds-letter-spacing-0); --cds-letter-spacing-title3: var(--cds-letter-spacing-0); --cds-letter-spacing-title2: var(--cds-letter-spacing-0); --cds-letter-spacing-title1: var(--cds-letter-spacing-0); --cds-letter-spacing-display2: var(--cds-letter-spacing-0); --cds-letter-spacing-display1: var(--cds-letter-spacing-0); } @media (max-width: 1023.95px) { :root[dir='rtl'] { --cds-typography-display1: var(--cds-typography-display1-sm); --cds-typography-display1-weak: var(--cds-typography-display1-sm-weak); --cds-typography-display2: var(--cds-typography-display2-sm); --cds-typography-display2-weak: var(--cds-typography-display2-sm-weak); } } @media (max-width: 599.95px) { :root[dir='rtl'] { --cds-typography-display1: var(--cds-typography-display1-xs); --cds-typography-display1-weak: var(--cds-typography-display1-xs-weak); --cds-typography-display2: var(--cds-typography-display2-xs); --cds-typography-display2-weak: var(--cds-typography-display2-xs-weak); --cds-typography-title1: var(--cds-typography-title1-xs); --cds-typography-title1-weak: var(--cds-typography-title1-xs-weak); } } :root { /* Deprecated intent-based tokens 1.0 retained for backward compatibility, mapped to use 3.0 Global Colors */ --cds-color-utility-warning: var(--cds-color-yellow-200); --cds-color-callouts-background-primary-strong: var(--cds-color-blue-950); --cds-color-callouts-background-primary: var(--cds-color-blue-700); --cds-color-callouts-background-tertiary-weak: var(--cds-color-yellow-25); --cds-color-callouts-background-secondary-weak: var(--cds-color-purple-25); --cds-color-callouts-background-primary-weak: var(--cds-color-blue-50); --cds-color-callouts-tertiary-invert: #b0e5fb; --cds-color-callouts-secondary-invert: var(--cds-color-yellow-200); --cds-color-callouts-tertiary: var(--cds-color-blue-900); --cds-color-callouts-secondary: var(--cds-color-purple-950); --cds-color-feedback-background-warning-weak: var(--cds-color-yellow-25); --cds-color-feedback-background-informative-weak: var(--cds-color-blue-25); --cds-color-feedback-background-success-weak: var(--cds-color-green-25); --cds-color-feedback-background-error-weak: var(--cds-color-red-25); --cds-color-feedback-warning: var(--cds-color-yellow-700); --cds-color-feedback-informative: var(--cds-color-blue-700); --cds-color-feedback-success-invert-weak: var(--cds-color-green-50); --cds-color-feedback-success-hover: var(--cds-color-green-800); --cds-color-feedback-success: var(--cds-color-green-700); --cds-color-feedback-error-invert-weak: var(--cds-color-red-50); --cds-color-feedback-error-hover: var(--cds-color-red-900); --cds-color-feedback-error: var(--cds-color-red-700); --cds-color-neutral-background-primary: var(--cds-color-white-0); --cds-color-neutral-background-primary-weak: var(--cds-color-grey-25); --cds-color-neutral-stroke-primary-invert: var(--cds-color-white-0); --cds-color-neutral-stroke-primary-weak: var(--cds-color-grey-50); --cds-color-neutral-stroke-primary: var(--cds-color-grey-300); --cds-color-neutral-disabled-weak: var(--cds-color-grey-25); --cds-color-neutral-disabled-strong: var(--cds-color-grey-200); --cds-color-neutral-disabled: var(--cds-color-grey-50); --cds-color-neutral-primary-invert: var(--cds-color-white-0); --cds-color-neutral-primary-weak: var(--cds-color-grey-600); --cds-color-neutral-primary: var(--cds-color-grey-975); --cds-color-interactive-background-primary-selected-weak: var(--cds-color-purple-25); --cds-color-interactive-background-primary-pressed-weak: var(--cds-color-purple-25); --cds-color-interactive-background-primary-hover-weak: var(--cds-color-blue-25); --cds-color-interactive-stroke-primary-focus-invert: var(--cds-color-blue-25); --cds-color-interactive-stroke-primary-focus: var(--cds-color-purple-700); --cds-color-interactive-primary-selected: var(--cds-color-purple-950); --cds-color-interactive-primary-pressed: var(--cds-color-purple-950); --cds-color-interactive-primary-hover: var(--cds-color-blue-800); --cds-color-interactive-primary: var(--cds-color-blue-700); } </style><style>.rc-GlobalFooter_copyright-row{display:-webkit-box;display:-moz-box;display:-webkit-flex;display:-ms-flexbox;display:box;display:flex;-webkit-box-align:center;-moz-box-align:center;-o-box-align:center;-ms-flex-align:center;-webkit-align-items:center;align-items:center;width:50%}@media (max-width:767px){.rc-GlobalFooter_copyright-row{-webkit-box-orient:vertical;-moz-box-orient:vertical;-o-box-orient:vertical;-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column;width:auto}}.rc-GlobalFooter_copyright-row.lohp-rebrand{line-height:1.25rem;font-family:Source Sans Pro,Arial,sans-serif}.rc-GlobalFooter_copyright-row--margin-bottom{margin-bottom:20px}.rc-GlobalFooter_copyright-row--margin-top{margin-top:30px}.rc-GlobalFooter_copyright-row--no-list .rc-GlobalFooter_copyright_col{width:auto}.rc-GlobalFooter_copyright-row_text{color:inherit;font-size:.875rem}@media (max-width:767px){.rc-GlobalFooter_copyright-row_text{font-size:.75rem}}.rc-GlobalFooter_copyright_col{width:50%}@media (max-width:767px){.rc-GlobalFooter_copyright_col{width:auto}}.rc-GlobalFooter_copyright_list{margin:0;padding:0;list-style:none;display:-webkit-box;display:-moz-box;display:-webkit-flex;display:-ms-flexbox;display:box;display:flex;-webkit-box-align:center;-moz-box-align:center;-o-box-align:center;-ms-flex-align:center;-webkit-align-items:center;align-items:center}@media (max-width:767px){.rc-GlobalFooter_copyright_list{margin-top:4px}}.rc-GlobalFooter_copyright_list_item{margin:0 10px}.rc-GlobalFooter_copyright_list_item:first-of-type{margin:0 10px 0 5px}@media (max-width:767px){.rc-GlobalFooter_copyright_list_item:first-of-type{margin:0 10px}}.rc-GlobalFooter_copyright_list_item_link:hover{color:inherit}.rc-GlobalFooter_column_header{font-family:OpenSans,Arial,sans-serif;font-size:1.5rem;font-weight:700;margin-bottom:20px}@media (max-width:767px){.rc-GlobalFooter_column_header{font-size:1rem;margin-bottom:15px}.rc-GlobalFooter_column_header .rc-GlobalFooter_column_header{margin-bottom:0}.rc-GlobalFooter_column_header--badges,.rc-GlobalFooter_column_header--social-media{margin-bottom:25px}}.rc-GlobalFooter_column_header.lohp-rebrand{font-family:Source Sans Pro,Arial,sans-serif;font-weight:600;font-size:1.25rem;line-height:1.75rem;letter-spacing:-.1px}.rc-GlobalFooter_column_list{margin:0;padding:0;list-style:none;content-visibility:auto;contain-intrinsic-size:1px 406px}.rc-GlobalFooter_column_list--bold{margin-top:20px}.rc-GlobalFooter_column_list--bold .rc-GlobalFooter_column_list_item{font-weight:700}.rc-GlobalFooter_column_list_item{font-size:1rem;line-height:1.75rem}@media (max-width:767px){.rc-GlobalFooter_column_list_item{font-size:.875rem;line-height:1.5rem}}.rc-GlobalFooter_column_list_item.lohp-rebrand{font-family:Source Sans Pro,Arial,sans-serif;font-size:.875rem;line-height:1.25rem}.rc-GlobalFooter_column_list_item_link,.rc-GlobalFooter_column_list_item_link:hover{color:inherit}.rc-GlobalFooter_coursera-logo{display:block;margin-bottom:20px}@media (max-width:767px){.rc-GlobalFooter_coursera-logo{margin-bottom:10px}}.rc-GlobalFooter_description{margin:0;line-height:1.5rem}.rc-GlobalFooter .rc-GlobalFooter_column .mobile-app-badges{margin-top:40px}@media (max-width:767px){.rc-GlobalFooter .rc-GlobalFooter_column .mobile-app-badges{margin-top:20px}}.rc-GlobalFooter .rc-GlobalFooter_column--no-description .mobile-app-badges{margin-top:25px}.rc-GlobalFooter .rc-GlobalFooter_column--no-description .mobile-app-badges--experiment-badges{margin-top:0}.rc-GlobalFooter .rc-GlobalFooter_column--no-description .mobile-app-badges--experiment-badges .mobile-badge:first-of-type{margin-bottom:1rem;display:inline-block}@media (max-width:767px){.rc-GlobalFooter .rc-GlobalFooter_column--no-description .mobile-app-badges{margin-top:20px}.rc-GlobalFooter_social-media.lohp-rebrand{display:-webkit-box;display:-moz-box;display:-webkit-flex;display:-ms-flexbox;display:box;display:flex;-webkit-box-orient:vertical;-moz-box-orient:vertical;-o-box-orient:vertical;-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column;-webkit-box-align:center;-moz-box-align:center;-o-box-align:center;-ms-flex-align:center;-webkit-align-items:center;align-items:center}.rc-GlobalFooter_social-media.lohp-rebrand .rc-GlobalFooter_social-media_link{margin-left:10px;margin-right:10px}}.rc-GlobalFooter_social-media--centered .rc-GlobalFooter_social-media_link{margin:0 10px}.rc-GlobalFooter_social-media--left-aligned .rc-GlobalFooter_social-media_link{margin-right:20px;margin-left:0}.rc-GlobalFooter_social-media_list{display:-webkit-box;display:-moz-box;display:-webkit-flex;display:-ms-flexbox;display:box;display:flex;-webkit-box-align:center;-moz-box-align:center;-o-box-align:center;-ms-flex-align:center;-webkit-align-items:center;align-items:center;padding:0;margin:0;list-style:none}.rc-GlobalFooter_social-media_link{display:inline-block;margin-left:20px}.rc-GlobalFooter{border-top:1px solid #e4e4e4;padding-top:2.75rem;overflow:hidden}@media (max-width:767px){.rc-GlobalFooter{padding-top:2.5rem}}@media (min-width:768px){.rc-GlobalFooter.lohp-rebrand .bt3-container{max-width:85%}}@media (max-width:767px){.rc-GlobalFooter.lohp-rebrand .bt3-container{max-width:90%;padding-left:0;padding-right:0}}.rc-GlobalFooter_column-container{display:-webkit-box;display:-moz-box;display:-webkit-flex;display:-ms-flexbox;display:box;display:flex;-webkit-box-align:start;-moz-box-align:start;-o-box-align:start;-ms-flex-align:start;-webkit-align-items:flex-start;align-items:flex-start;-webkit-box-pack:justify;-moz-box-pack:justify;-o-box-pack:justify;-ms-flex-pack:justify;-webkit-justify-content:space-between;justify-content:space-between;margin:0 -15px}@media (max-width:767px){.rc-GlobalFooter_column-container{margin:0}}.rc-GlobalFooter_column-container--sub-content-row{padding-top:15px;padding-bottom:50px;margin:0}.rc-GlobalFooter_column-container--border-top{border-top:1px solid #e4e4e4}.rc-GlobalFooter_column-container--align-items-center{-webkit-box-align:center;-moz-box-align:center;-o-box-align:center;-ms-flex-align:center;-webkit-align-items:center;align-items:center}.rc-GlobalFooter_column-container--column{-webkit-box-orient:vertical;-moz-box-orient:vertical;-o-box-orient:vertical;-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column}.rc-GlobalFooter_column{width:100%;padding-bottom:2.75rem;padding-left:15px;padding-right:15px}@media (max-width:767px){.rc-GlobalFooter_column{width:100%;padding-bottom:2rem;padding-left:0;padding-right:0}.rc-GlobalFooter_column--mobile-column{width:50%}.rc-GlobalFooter_column--logo-column .rc-GlobalFooter_column_container{max-width:320px}.rc-GlobalFooter_column--left-aligned .rc-GlobalFooter_column_container{margin:0}}.rc-GlobalFooter_column_container{max-width:170px}.rc-GlobalFooter_column_container--logo-column{max-width:210px}.rc-GlobalFooter .mobile-app-badges,.rc-GlobalFooter .mobile-app-badges .mobile-badge{margin:0}.rc-GlobalFooter .mobile-app-badges .mobile-badge:first-of-type{margin-bottom:15px;display:inline-block}@media (max-width:767px){.rc-GlobalFooter .mobile-app-badges .mobile-badge:first-of-type{margin:0}}.rc-PageFooter.hide-top-border{border-top:none}.rc-PageFooter.modified-background{background-color:#f8f8f8}@media (max-width:824px){.rc-PageFooter.sticky-bar{margin-bottom:73px}}@media (max-width:602px){.rc-PageFooter.sticky-bar{margin-bottom:129px}}@media (max-width:767px){.rc-PaidMediaFooter .rc-GlobalFooter_column_container{margin:0 auto}.rc-PaidMediaFooter .rc-GlobalFooter_column_header{text-align:center}.rc-PaidMediaFooter .mobile-app-badges .mobile-badge:last-child{margin-right:0}.rc-PaidMediaFooter .b-corp-logo{margin:25px auto}}.rc-PaidMediaFooter .rc-GlobalFooter_copyright-row{width:100%;-webkit-box-pack:center;-moz-box-pack:center;-o-box-pack:center;-ms-flex-pack:center;-webkit-justify-content:center;justify-content:center}@media (max-width:1023px){.rc-PaidMediaFooter.sticky-bar{margin-bottom:83px}}.rc-SubFooterSection{padding-left:20px;padding-right:20px}@media (max-width:608px){.rc-SubFooterSection{margin-bottom:1rem}}@media (min-width:768px){.rc-SubFooterSection.lohp-rebrand{margin-bottom:60px}}@media (max-width:767px){.rc-SubFooterSection.lohp-rebrand{margin-bottom:83px}}.rc-SubFooterSection__header-container{display:-webkit-box;display:-moz-box;display:-webkit-flex;display:-ms-flexbox;display:box;display:flex;-webkit-box-pack:justify;-moz-box-pack:justify;-o-box-pack:justify;-ms-flex-pack:justify;-webkit-justify-content:space-between;justify-content:space-between;-webkit-box-align:center;-moz-box-align:center;-o-box-align:center;-ms-flex-align:center;-webkit-align-items:center;align-items:center;margin-bottom:.75rem}.rc-SubFooterSection__header{line-height:1.5rem;font-weight:700;font-size:15px;margin-bottom:.75rem;color:#1f1f1f;font-family:OpenSans}.rc-SubFooterSection__header.lohp-rebrand{line-height:1.75rem;letter-spacing:-.1px;font-size:20px;font-family:Source Sans Pro,Arial,sans-serif;font-weight:600}.rc-SubFooterSection__header--in-new-experiment{margin-bottom:0}.rc-SubFooterSection__content-column-links{list-style-type:none;padding:0;margin-right:1.125rem;content-visibility:auto;contain-intrinsic-size:1px 670px}.rc-SubFooterSection__content-column-link-item{padding:0;margin-bottom:.625rem;line-height:1.125rem;font-size:.875rem;font-family:OpenSans}.rc-SubFooterSection__content-column-link-item.lohp-rebrand{line-height:1.25rem;font-family:Source Sans Pro,Arial,sans-serif}@media (max-width:608px){.rc-SubFooterSection__content-column-link-item{margin-bottom:.4375rem}}.rc-SubFooterSection__content-column-link-text{color:#1f1f1f}.rc-SubFooterSection__content-column-link-text:hover{color:inherit}.rc-SeoGlobalFooter{background-color:#f8f8f8}.rc-SeoGlobalFooter.lohp-rebrand{background-color:#f5f5f5}@media (max-width:768px){.rc-SeoGlobalFooter.lohp-rebrand.stickyBar{margin-bottom:90px}}.rc-SeoGlobalFooter__content{padding-top:3.0625rem;padding-bottom:8px}@media (max-width:1040px){.rc-SeoGlobalFooter__content{padding-top:2rem}}@media (max-width:608px){.rc-SeoGlobalFooter__content{padding-top:2rem}}.rc-SeoGlobalFooter__content.lohp-rebrand{padding-top:80px}.rc-SeoGlobalFooter__content-heading{font-family:OpenSans;font-weight:700;font-size:1rem;margin-bottom:2rem;letter-spacing:-.78px;line-height:1.6875rem;color:#1f1f1f}@media (max-width:608px){.rc-SeoGlobalFooter__content-heading{margin-bottom:2rem}}.rc-SeoGlobalFooter__global-footer-exp-section{-webkit-box-pack:justify;-moz-box-pack:justify;-o-box-pack:justify;-ms-flex-pack:justify;-webkit-justify-content:space-between;justify-content:space-between}@media (min-width:768px){.rc-SeoGlobalFooter__global-footer-exp-section{margin-top:2rem;margin-bottom:2rem}}@media (max-width:767px){.rc-SeoGlobalFooter__mobile-badges-column{display:-webkit-box;display:-moz-box;display:-webkit-flex;display:-ms-flexbox;display:box;display:flex;-webkit-box-pack:justify;-moz-box-pack:justify;-o-box-pack:justify;-ms-flex-pack:justify;-webkit-justify-content:space-between;justify-content:space-between;margin-bottom:1rem}}@media (max-width:991px){.rc-SeoGlobalFooter__mobile-badges-column.lohp-rebrand{margin-top:40px}}@media (max-width:767px){.rc-SeoGlobalFooter__mobile-badges-column.lohp-rebrand{margin-top:30px;-webkit-box-orient:vertical;-moz-box-orient:vertical;-o-box-orient:vertical;-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column}}.rc-SeoGlobalFooter__mobile-badges-column-text{display:none}@media (max-width:767px){.rc-SeoGlobalFooter__mobile-badges-column-text{display:block;line-height:1.75rem;font-family:Source Sans 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} .cds-126 { flex-grow: 0; max-width: 33.333333%; flex-basis: 33.333333%; } .cds-127 { flex-grow: 0; max-width: 41.666667%; flex-basis: 41.666667%; } .cds-128 { flex-grow: 0; max-width: 50%; flex-basis: 50%; } .cds-129 { flex-grow: 0; max-width: 58.333333%; flex-basis: 58.333333%; } .cds-130 { flex-grow: 0; max-width: 66.666667%; flex-basis: 66.666667%; } .cds-131 { flex-grow: 0; max-width: 75%; flex-basis: 75%; } .cds-132 { flex-grow: 0; max-width: 83.333333%; flex-basis: 83.333333%; } .cds-133 { flex-grow: 0; max-width: 91.666667%; flex-basis: 91.666667%; } .cds-134 { flex-grow: 0; max-width: 100%; flex-basis: 100%; } } @media (min-width:1920px) { .cds-135 { flex-grow: 0; max-width: none; flex-basis: auto; } .cds-136 { flex-grow: 1; max-width: 100%; flex-basis: 0; } .cds-137 { flex-grow: 0; max-width: 8.333333%; flex-basis: 8.333333%; } .cds-138 { flex-grow: 0; max-width: 16.666667%; flex-basis: 16.666667%; } .cds-139 { flex-grow: 0; max-width: 25%; flex-basis: 25%; } .cds-140 { 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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 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Pro,Arial,sans-serif;--cds-font-size-1100:5.5rem;--cds-font-size-1050:5.25rem;--cds-font-size-1000:5rem;--cds-font-size-950:4.75rem;--cds-font-size-900:4.5rem;--cds-font-size-850:4.25rem;--cds-font-size-800:4rem;--cds-font-size-750:3.75rem;--cds-font-size-700:3.5rem;--cds-font-size-650:3.25rem;--cds-font-size-600:3rem;--cds-font-size-550:2.75rem;--cds-font-size-500:2.5rem;--cds-font-size-450:2.25rem;--cds-font-size-400:2rem;--cds-font-size-375:1.875rem;--cds-font-size-350:1.75rem;--cds-font-size-300:1.5rem;--cds-font-size-250:1.25rem;--cds-font-size-200:1rem;--cds-font-size-175:0.875rem;--cds-font-size-150:0.75rem;--cds-font-size-125:0.625rem;--cds-font-size-100:0.5rem;--cds-letter-spacing-minus30:-0.003em;--cds-letter-spacing-minus50:-0.005em;--cds-letter-spacing-minus100:-0.01em;--cds-letter-spacing-100:0.01em;--cds-letter-spacing-0:0em;--cds-line-height-1200:6rem;--cds-line-height-1150:5.75rem;--cds-line-height-1100:5.5rem;--cds-line-height-1050:5.25rem;--cds-line-height-1000:5rem;--cds-line-height-900:4.5rem;--cds-line-height-850:4.25rem;--cds-line-height-800:4rem;--cds-line-height-700:3.5rem;--cds-line-height-650:3.25rem;--cds-line-height-600:3rem;--cds-line-height-550:2.75rem;--cds-line-height-525:2.625rem;--cds-line-height-500:2.5rem;--cds-line-height-450:2.25rem;--cds-line-height-400:2rem;--cds-line-height-375:1.875rem;--cds-line-height-350:1.75rem;--cds-line-height-300:1.5rem;--cds-line-height-250:1.25rem;--cds-line-height-200:1rem;--cds-line-height-175:0.875rem;--cds-line-height-150:0.75rem;--cds-base:8;--cds-font-weight-700:700;--cds-font-weight-600:600;--cds-font-weight-400:400;--cds-border-radius-max:50px;--cds-border-radius-400:32px;--cds-border-radius-200:16px;--cds-border-radius-100:8px;--cds-border-radius-50:4px;--cds-border-radius-25:2px;--cds-spacing-1400:112px;--cds-spacing-1000:80px;--cds-spacing-800:64px;--cds-spacing-600:48px;--cds-spacing-400:32px;--cds-spacing-300:24px;--cds-spacing-200:16px;--cds-spacing-150:12px;--cds-spacing-100:8px;--cds-spacing-50:4px;--cds-color-emphasis-quaternary-content-default:var(--cds-color-purple-950);--cds-color-emphasis-quaternary-stroke-default:var(--cds-color-purple-700);--cds-color-emphasis-quaternary-background-xweak:var(--cds-color-purple-25);--cds-color-emphasis-quaternary-background-weak:var(--cds-color-purple-50);--cds-color-emphasis-quaternary-background-default:var(--cds-color-purple-600);--cds-color-emphasis-quaternary-background-strong:var(--cds-color-purple-700);--cds-color-emphasis-quaternary-background-xstrong:var(--cds-color-purple-900);--cds-color-emphasis-tertiary-content-default:var(--cds-color-yellow-800);--cds-color-emphasis-tertiary-stroke-default:var(--cds-color-yellow-300);--cds-color-emphasis-tertiary-background-xweak:var(--cds-color-yellow-25);--cds-color-emphasis-tertiary-background-weak:var(--cds-color-yellow-50);--cds-color-emphasis-tertiary-background-default:var(--cds-color-yellow-300);--cds-color-emphasis-tertiary-background-strong:var(--cds-color-yellow-500);--cds-color-emphasis-tertiary-background-xstrong:var(--cds-color-yellow-600);--cds-color-emphasis-secondary-stroke-default:var(--cds-color-pink-500);--cds-color-emphasis-secondary-content-default:var(--cds-color-pink-800);--cds-color-emphasis-secondary-background-xweak:var(--cds-color-pink-25);--cds-color-emphasis-secondary-background-weak:var(--cds-color-pink-50);--cds-color-emphasis-secondary-background-xstrong:var(--cds-color-pink-700);--cds-color-emphasis-secondary-background-strong:var(--cds-color-pink-600);--cds-color-emphasis-secondary-background-default:var(--cds-color-pink-500);--cds-color-emphasis-neutral-stroke-default:var(--cds-color-grey-600);--cds-color-emphasis-neutral-content-default:var(--cds-color-grey-600);--cds-color-emphasis-neutral-background-xweak:var(--cds-color-grey-25);--cds-color-emphasis-neutral-background-weak:var(--cds-color-grey-50);--cds-color-emphasis-neutral-background-default:var(--cds-color-grey-500);--cds-color-emphasis-neutral-background-xstrong:var(--cds-color-grey-900);--cds-color-emphasis-neutral-background-xxstrong:var(--cds-color-grey-975);--cds-color-emphasis-primary-background-xweak:var(--cds-color-blue-25);--cds-color-emphasis-primary-background-strong:var(--cds-color-blue-700);--cds-color-emphasis-primary-background-default:var(--cds-color-blue-500);--cds-color-emphasis-primary-background-xstrong:var(--cds-color-blue-800);--cds-color-emphasis-primary-background-weak:var(--cds-color-blue-50);--cds-color-emphasis-primary-background-xxstrong:var(--cds-color-blue-950);--cds-color-emphasis-primary-stroke-default:var(--cds-color-blue-500);--cds-color-emphasis-primary-content-default:var(--cds-color-blue-800);--cds-color-utility-warning:var(--cds-color-yellow-200);--cds-color-utility-overlay:var(--cds-color-darken-500);--cds-color-callouts-background-primary-strong:var(--cds-color-blue-950);--cds-color-callouts-background-primary:var(--cds-color-blue-700);--cds-color-callouts-background-tertiary-weak:var(--cds-color-yellow-25);--cds-color-callouts-background-secondary-weak:var(--cds-color-purple-25);--cds-color-callouts-background-primary-weak:var(--cds-color-blue-50);--cds-color-callouts-secondary-invert:var(--cds-color-yellow-200);--cds-color-callouts-tertiary:var(--cds-color-blue-900);--cds-color-callouts-secondary:var(--cds-color-purple-950);--cds-color-feedback-background-warning-weak:var(--cds-color-yellow-25);--cds-color-feedback-background-informative-weak:var(--cds-color-blue-25);--cds-color-feedback-background-success-weak:var(--cds-color-green-25);--cds-color-feedback-background-error-weak:var(--cds-color-red-25);--cds-color-feedback-warning:var(--cds-color-yellow-700);--cds-color-feedback-informative:var(--cds-color-blue-700);--cds-color-feedback-success-invert-weak:var(--cds-color-green-50);--cds-color-feedback-success-hover:var(--cds-color-green-800);--cds-color-feedback-success:var(--cds-color-green-700);--cds-color-feedback-error-invert-weak:var(--cds-color-red-50);--cds-color-feedback-error-hover:var(--cds-color-red-900);--cds-color-feedback-error:var(--cds-color-red-700);--cds-color-neutral-background-primary:var(--cds-color-white-0);--cds-color-neutral-background-primary-weak:var(--cds-color-grey-25);--cds-color-neutral-stroke-primary-invert:var(--cds-color-white-0);--cds-color-neutral-stroke-primary-weak:var(--cds-color-grey-50);--cds-color-neutral-stroke-primary:var(--cds-color-grey-400);--cds-color-neutral-disabled-weak:var(--cds-color-grey-25);--cds-color-neutral-disabled-strong:var(--cds-color-grey-200);--cds-color-neutral-disabled:var(--cds-color-grey-50);--cds-color-neutral-primary-invert:var(--cds-color-white-0);--cds-color-neutral-primary-weak:var(--cds-color-grey-600);--cds-color-neutral-primary:var(--cds-color-grey-975);--cds-color-interactive-background-primary-selected-weak:var(--cds-color-purple-25);--cds-color-interactive-background-primary-pressed-weak:var(--cds-color-purple-25);--cds-color-interactive-background-primary-hover-weak:var(--cds-color-blue-25);--cds-color-interactive-stroke-primary-focus-invert:var(--cds-color-blue-25);--cds-color-interactive-stroke-primary-focus:var(--cds-color-purple-700);--cds-color-interactive-primary-selected:var(--cds-color-purple-950);--cds-color-interactive-primary-pressed:var(--cds-color-purple-950);--cds-color-interactive-primary-hover:var(--cds-color-blue-800);--cds-color-interactive-primary:var(--cds-color-blue-700);--cds-typography-action-secondary:var(--cds-font-weight-600) var(--cds-font-size-175)/var(--cds-line-height-250) var(--cds-font-family-source-sans-pro);--cds-typography-action-primary:var(--cds-font-weight-600) var(--cds-font-size-200)/var(--cds-line-height-300) var(--cds-font-family-source-sans-pro);--cds-typography-body-secondary:var(--cds-font-weight-400) var(--cds-font-size-175)/var(--cds-line-height-250) var(--cds-font-family-source-sans-pro);--cds-typography-body-primary:var(--cds-font-weight-400) var(--cds-font-size-200)/var(--cds-line-height-300) var(--cds-font-family-source-sans-pro);--cds-typography-subtitle-medium:var(--cds-font-weight-600) var(--cds-font-size-200)/var(--cds-line-height-250) var(--cds-font-family-source-sans-pro);--cds-typography-subtitle-large:var(--cds-font-weight-600) var(--cds-font-size-250)/var(--cds-line-height-300) var(--cds-font-family-source-sans-pro);--cds-typography-title-small-sm:var(--cds-font-weight-600) var(--cds-font-size-300)/var(--cds-line-height-375) var(--cds-font-family-source-sans-pro);--cds-typography-title-small:var(--cds-font-weight-600) var(--cds-font-size-375)/var(--cds-line-height-450) var(--cds-font-family-source-sans-pro);--cds-typography-title-medium-sm:var(--cds-font-weight-600) var(--cds-font-size-350)/var(--cds-line-height-450) var(--cds-font-family-source-sans-pro);--cds-typography-title-medium:var(--cds-font-weight-600) var(--cds-font-size-450)/var(--cds-line-height-525) var(--cds-font-family-source-sans-pro);--cds-typography-title-large-sm:var(--cds-font-weight-600) var(--cds-font-size-400)/var(--cds-line-height-500) var(--cds-font-family-source-sans-pro);--cds-typography-title-large:var(--cds-font-weight-600) var(--cds-font-size-600)/var(--cds-line-height-700) var(--cds-font-family-source-sans-pro);--cds-typography-display-sm:var(--cds-font-weight-600) var(--cds-font-size-500)/var(--cds-line-height-550) var(--cds-font-family-source-sans-pro);--cds-typography-display:var(--cds-font-weight-600) var(--cds-font-size-800)/var(--cds-line-height-900) var(--cds-font-family-source-sans-pro);}@media (max-width: 1023.95px){:root{--cds-typography-display:var(--cds-typography-display-sm);--cds-typography-title-large:var(--cds-typography-title-large-sm);--cds-typography-title-medium:var(--cds-typography-title-medium-sm);--cds-typography-title-small:var(--cds-typography-title-small-sm);}}:root[dir='rtl']{--cds-text-decoration-link:underline;--cds-typography-action-secondary:var(--cds-font-weight-700) var(--cds-font-size-175)/var(--cds-line-height-250) var(--cds-font-family-boutros-coursera);--cds-typography-action-primary:var(--cds-font-weight-700) var(--cds-font-size-200)/var(--cds-line-height-300) var(--cds-font-family-boutros-coursera);--cds-typography-body-secondary:var(--cds-font-weight-400) var(--cds-font-size-175)/var(--cds-line-height-250) var(--cds-font-family-boutros-coursera);--cds-typography-body-primary:var(--cds-font-weight-400) var(--cds-font-size-200)/var(--cds-line-height-300) var(--cds-font-family-boutros-coursera);--cds-typography-subtitle-medium:var(--cds-font-weight-700) var(--cds-font-size-200)/var(--cds-line-height-250) var(--cds-font-family-boutros-coursera);--cds-typography-subtitle-large:var(--cds-font-weight-700) var(--cds-font-size-250)/var(--cds-line-height-300) var(--cds-font-family-boutros-coursera);--cds-typography-title-small-sm:var(--cds-font-weight-700) var(--cds-font-size-375)/var(--cds-line-height-450) var(--cds-font-family-boutros-coursera);--cds-typography-title-small:var(--cds-font-weight-700) var(--cds-font-size-375)/var(--cds-line-height-450) var(--cds-font-family-boutros-coursera);--cds-typography-title-medium-sm:var(--cds-font-weight-700) var(--cds-font-size-350)/var(--cds-line-height-450) var(--cds-font-family-boutros-coursera);--cds-typography-title-medium:var(--cds-font-weight-700) var(--cds-font-size-450)/var(--cds-line-height-525) var(--cds-font-family-boutros-coursera);--cds-typography-title-large-sm:var(--cds-font-weight-700) var(--cds-font-size-400)/var(--cds-line-height-500) var(--cds-font-family-boutros-coursera);--cds-typography-title-large:var(--cds-font-weight-700) var(--cds-font-size-600)/var(--cds-line-height-700) var(--cds-font-family-boutros-coursera);--cds-typography-display-sm:var(--cds-font-weight-700) var(--cds-font-size-500)/var(--cds-line-height-550) var(--cds-font-family-boutros-coursera);--cds-typography-display:var(--cds-font-weight-700) var(--cds-font-size-800)/var(--cds-line-height-900) var(--cds-font-family-boutros-coursera);}@media (max-width: 1023.95px){:root[dir='rtl']{--cds-typography-display:var(--cds-typography-display-sm);--cds-typography-title-large:var(--cds-typography-title-large-sm);--cds-typography-title-medium:var(--cds-typography-title-medium-sm);--cds-typography-title-small:var(--cds-typography-title-small-sm);--cds-typography-display:var(--cds-typography-display-sm);--cds-typography-title-large:var(--cds-typography-title-large-sm);--cds-typography-title-medium:var(--cds-typography-title-medium-sm);--cds-typography-title-small:var(--cds-typography-title-small-sm);}}:root{--cds-font-size-body2:0.875rem;--cds-font-size-title4:0.875rem;--cds-letter-spacing-250:-0.2px;--cds-letter-spacing-125:-0.1px;--cds-font-family-body:var(--cds-font-family-source-sans-pro);--cds-font-family-title:var(--cds-font-family-source-sans-pro);--cds-font-family-display:var(--cds-font-family-source-sans-pro);--cds-font-size-body1:var(--cds-font-size-200);--cds-font-size-title3:var(--cds-font-size-200);--cds-font-size-title2:var(--cds-font-size-250);--cds-font-size-title1-xs:var(--cds-font-size-300);--cds-font-size-title1-lg:var(--cds-font-size-350);--cds-font-size-display2-xs:var(--cds-font-size-400);--cds-font-size-display2-sm:var(--cds-font-size-450);--cds-font-size-display2-lg:var(--cds-font-size-550);--cds-font-size-display1-xs:var(--cds-font-size-600);--cds-font-size-display1-sm:var(--cds-font-size-800);--cds-font-size-display1-lg:var(--cds-font-size-1050);--cds-letter-spacing-body2:var(--cds-letter-spacing-0);--cds-letter-spacing-body1:var(--cds-letter-spacing-0);--cds-letter-spacing-title4:var(--cds-letter-spacing-125);--cds-letter-spacing-title3:var(--cds-letter-spacing-125);--cds-letter-spacing-title2:var(--cds-letter-spacing-125);--cds-letter-spacing-title1:var(--cds-letter-spacing-125);--cds-letter-spacing-display2:var(--cds-letter-spacing-125);--cds-letter-spacing-display1:var(--cds-letter-spacing-250);--cds-line-height-body2:var(--cds-line-height-250);--cds-line-height-body1:var(--cds-line-height-300);--cds-line-height-title4:var(--cds-line-height-250);--cds-line-height-title3:var(--cds-line-height-300);--cds-line-height-title2:var(--cds-line-height-350);--cds-line-height-title1-xs:var(--cds-line-height-400);--cds-line-height-title1-lg:var(--cds-line-height-450);--cds-line-height-display2-xs:var(--cds-line-height-500);--cds-line-height-display2-sm:var(--cds-line-height-600);--cds-line-height-display2-lg:var(--cds-line-height-650);--cds-line-height-display1-xs:var(--cds-line-height-700);--cds-line-height-display1-sm:var(--cds-line-height-900);--cds-line-height-display1-lg:var(--cds-line-height-1150);--cds-typography-body2:var(--cds-font-weight-400) var(--cds-font-size-body2)/var(--cds-line-height-body2) var(--cds-font-family-body);--cds-typography-body1:var(--cds-font-weight-400) var(--cds-font-size-body1)/var(--cds-line-height-body1) var(--cds-font-family-body);--cds-typography-title4:var(--cds-font-weight-700) var(--cds-font-size-title4)/var(--cds-line-height-title4) var(--cds-font-family-title);--cds-typography-title3-strong:var(--cds-font-weight-700) var(--cds-font-size-title3)/var(--cds-line-height-title3) var(--cds-font-family-title);--cds-typography-title3:var(--cds-font-weight-600) var(--cds-font-size-title3)/var(--cds-line-height-title3) var(--cds-font-family-title);--cds-typography-title2-weak:var(--cds-font-weight-400) var(--cds-font-size-title2)/var(--cds-line-height-title2) var(--cds-font-family-title);--cds-typography-title2:var(--cds-font-weight-600) var(--cds-font-size-title2)/var(--cds-line-height-title2) var(--cds-font-family-title);--cds-typography-title1-xs-weak:var(--cds-font-weight-400) 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599.95px){:root{--cds-typography-display1:var(--cds-typography-display1-xs);--cds-typography-display1-weak:var(--cds-typography-display1-xs-weak);--cds-typography-display2:var(--cds-typography-display2-xs);--cds-typography-display2-weak:var(--cds-typography-display2-xs-weak);--cds-typography-title1:var(--cds-typography-title1-xs);--cds-typography-title1-weak:var(--cds-typography-title1-xs-weak);}}:root[dir='rtl']{--cds-font-family-body:var(--cds-font-family-boutros-coursera);--cds-font-family-title:var(--cds-font-family-boutros-coursera);--cds-font-family-display:var(--cds-font-family-boutros-coursera);--cds-letter-spacing-body2:var(--cds-letter-spacing-0);--cds-letter-spacing-body1:var(--cds-letter-spacing-0);--cds-letter-spacing-title4:var(--cds-letter-spacing-0);--cds-letter-spacing-title3:var(--cds-letter-spacing-0);--cds-letter-spacing-title2:var(--cds-letter-spacing-0);--cds-letter-spacing-title1:var(--cds-letter-spacing-0);--cds-letter-spacing-display2:var(--cds-letter-spacing-0);--cds-letter-spacing-display1:var(--cds-letter-spacing-0);}@media 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Learn how you can use the capabilities of generative AI to enhance your work and daily life.</p></div><div class="css-12wvpfc"><div class="css-guxf6x"><div class="css-guxf6x"><div class="css-1tv877x"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera-instructor-photos.s3.amazonaws.com/d6/c2a550312d11e8a1a3b7898153781d/ravahuja.jpg?auto=format%2Ccompress&dpr=1&w=75&h=75&fit=crop" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera-instructor-photos.s3.amazonaws.com/d6/c2a550312d11e8a1a3b7898153781d/ravahuja.jpg?auto=format%2Ccompress&dpr=2&w=75&h=75&fit=crop 2x, https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera-instructor-photos.s3.amazonaws.com/d6/c2a550312d11e8a1a3b7898153781d/ravahuja.jpg?auto=format%2Ccompress&dpr=3&w=75&h=75&fit=crop 3x" class="css-1hhx4js" style="max-width:75px;max-height:75px" alt="Rav Ahuja"/></div><div class="css-1tv877x"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera-instructor-photos.s3.amazonaws.com/e8/654a6fc65949ef834c0374a399dd4c/acangiano-socialmedia.jpg?auto=format%2Ccompress&dpr=1&w=75&h=75&fit=crop" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera-instructor-photos.s3.amazonaws.com/e8/654a6fc65949ef834c0374a399dd4c/acangiano-socialmedia.jpg?auto=format%2Ccompress&dpr=2&w=75&h=75&fit=crop 2x, https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera-instructor-photos.s3.amazonaws.com/e8/654a6fc65949ef834c0374a399dd4c/acangiano-socialmedia.jpg?auto=format%2Ccompress&dpr=3&w=75&h=75&fit=crop 3x" class="css-1hhx4js" style="max-width:75px;max-height:75px" alt="Antonio Cangiano"/></div></div><div class="css-wdxrh4"><div class="css-guxf6x"><p class=" css-4s48ix"><span>Instructors: <a data-click-key="unified_description_page.consumer_specialization_page.click.hero_instructor" data-click-value="{"href":"/instructor/ravahuja","namespace":{"action":"click","app":"unified_description_page","component":"hero_instructor","page":"consumer_specialization_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="hero_instructor" data-track-href="/instructor/ravahuja" href="/instructor/ravahuja" to="/instructor/ravahuja" class="cds-7 cds-1 cds-3 css-9gmd4r cds-30"><span class=" css-4s48ix">Rav Ahuja</span></a> <button data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="hero_instructors_modal_link" class="cds-149 cds-button-disableElevation cds-button-ghost css-fuzqlj" tabindex="0" role="button" type="button"><span class="cds-button-label"><span class=" css-6ecy9b">+1 more</span></span></button></span></p><div role="presentation" dir="ltr" id="cds-react-aria-9" class="css-bhx7nn" style="position:fixed;z-index:10000;right:0;bottom:0;top:0;left:0;visibility:hidden"><div class="cds-163 cds-Modal-backdrop" aria-hidden="true" style="opacity:0;visibility:hidden"></div><div tabindex="0" data-test="sentinelStart"></div><div class="cds-Modal-container" style="opacity:0;visibility:hidden"><div data-focus-lock-disabled="disabled"><div aria-modal="true" aria-describedby="dialog-content-931e2c71-521f-4ed3-8f34-e6c6da2ad25e" aria-labelledby="cds-react-aria-9-headingGroup" class="cds-Dialog-dialog" role="dialog"><div class="css-1lqbpgq"><button class="cds-149 cds-button-disableElevation cds-button-ghost css-1s96oj" tabindex="0" type="button"><span class="cds-button-label">Close<span class="cds-button-endIcon"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" id="cds-react-aria-10" class="css-0"><path fill-rule="evenodd" clip-rule="evenodd" d="M13.585 14.353l-11.94-12 .71-.706 11.94 12-.71.706z" fill="currentColor"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M14.344 2.353l-11.99 12-.708-.706 11.99-12 .708.706z" fill="currentColor"></path></svg></span></span></button></div><div data-testid="scroll-container" class="css-k0ld8m"><div id="cds-react-aria-9-headingGroup" class="css-1xq57z9"><h2 class=" css-tlf8h5">Instructors</h2></div><div id="dialog-content-931e2c71-521f-4ed3-8f34-e6c6da2ad25e" class="css-11krhap"><div class="cds-45 css-0 cds-46"><div class="cds-45 css-1gjys39 cds-47 cds-grid-item cds-92 cds-114"><div class="css-1oiads2"><div class="css-1f95hav"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera-instructor-photos.s3.amazonaws.com/d6/c2a550312d11e8a1a3b7898153781d/ravahuja.jpg?auto=format%2Ccompress&dpr=1&w=75&h=75&fit=crop" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera-instructor-photos.s3.amazonaws.com/d6/c2a550312d11e8a1a3b7898153781d/ravahuja.jpg?auto=format%2Ccompress&dpr=2&w=75&h=75&fit=crop 2x, https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera-instructor-photos.s3.amazonaws.com/d6/c2a550312d11e8a1a3b7898153781d/ravahuja.jpg?auto=format%2Ccompress&dpr=3&w=75&h=75&fit=crop 3x" class="css-1hhx4js" style="max-width:75px;max-height:75px" alt="Rav Ahuja"/></div><div><div><a data-click-key="unified_description_page.consumer_specialization_page.click.hero_instructor" data-click-value="{"href":"/instructor/ravahuja","namespace":{"action":"click","app":"unified_description_page","component":"hero_instructor","page":"consumer_specialization_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="hero_instructor" data-track-href="/instructor/ravahuja" href="/instructor/ravahuja" to="/instructor/ravahuja" class="cds-7 cds-1 cds-3 css-1yholzq cds-30"><span class=" css-6ecy9b">Rav Ahuja</span></a></div><div class=" css-kimdhf">IBM</div><div class="css-1dd751w"><span class=" css-kimdhf"><span>53 Courses</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span class=" css-kimdhf"><span>3,057,507 learners</span></span></div></div></div></div><div class="cds-45 css-1gjys39 cds-47 cds-grid-item cds-92 cds-114"><div class="css-1oiads2"><div class="css-1f95hav"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera-instructor-photos.s3.amazonaws.com/e8/654a6fc65949ef834c0374a399dd4c/acangiano-socialmedia.jpg?auto=format%2Ccompress&dpr=1&w=75&h=75&fit=crop" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera-instructor-photos.s3.amazonaws.com/e8/654a6fc65949ef834c0374a399dd4c/acangiano-socialmedia.jpg?auto=format%2Ccompress&dpr=2&w=75&h=75&fit=crop 2x, https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera-instructor-photos.s3.amazonaws.com/e8/654a6fc65949ef834c0374a399dd4c/acangiano-socialmedia.jpg?auto=format%2Ccompress&dpr=3&w=75&h=75&fit=crop 3x" class="css-1hhx4js" style="max-width:75px;max-height:75px" alt="Antonio Cangiano"/></div><div><div><a data-click-key="unified_description_page.consumer_specialization_page.click.hero_instructor" data-click-value="{"href":"/instructor/acangiano","namespace":{"action":"click","app":"unified_description_page","component":"hero_instructor","page":"consumer_specialization_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="hero_instructor" data-track-href="/instructor/acangiano" href="/instructor/acangiano" to="/instructor/acangiano" class="cds-7 cds-1 cds-3 css-1yholzq cds-30"><span class=" css-6ecy9b">Antonio Cangiano</span></a></div><div class=" css-kimdhf">IBM</div><div class="css-1dd751w"><span class=" css-kimdhf"><span>5 Courses</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span class=" css-kimdhf"><span>229,237 learners</span></span></div></div></div></div></div></div><div class="css-1hllf5q"><button class="cds-149 cds-button-disableElevation cds-button-primary css-1aoqo4t" tabindex="0" type="button"><span class="cds-button-label">OK</span></button></div></div></div></div></div><div tabindex="0" data-test="sentinelEnd"></div></div></div><div class="css-o97br"></div></div></div></div><div class="css-y6ppwi"><div class="css-uexgjw"><div class="with-enroll-modal"><div class="css-1etbrex"><form action="/specializations/generative-ai-for-everyone" method="GET" class="css-1y2xaj9"><input type="hidden" name="action" value="enroll"/><button class="cds-149 cds-button-disableElevation cds-button-primary css-rovixp" tabindex="0" type="submit" data-e2e="enroll-button" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="enroll_button" aria-disabled="false"><span class="cds-button-label"><div><span data-test="enroll-button-label">Enroll for Free</span><div class="startdate rc-StartDateString font-xs" data-test="start-date-string"><span>Starts Nov 23</span></div></div></span></button></form><div class="css-1emtwm9"><div class="css-jqcnj3"><div class="subtitle-container" style="font-size:0.75rem;font-weight:bold;margin:4px 0;max-width:400px"><span><div class="rc-FinaidLink reset" data-e2e="finaid-link"><p class="caption-text"><button data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="finaid" data-testid="finaid-link" class="button-link finaid-link" type="button">Financial aid available</button></p></div></span></div></div></div></div></div></div></div><div class="css-1qi3xup"><p class=" css-4s48ix"><span><strong><span>23,377</span></strong> already enrolled</span></p></div><div class="css-i3hxxx"><div data-e2e="hero-coursera-plus-cta" class="css-guxf6x"><p class="cds-7 cds-Typography-base css-51cxur cds-9"><span>Included with <img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/coursera_plus/landing_page/coursera-plus-blue.png?auto=format%2Ccompress&dpr=1&h=10" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/coursera_plus/landing_page/coursera-plus-blue.png?auto=format%2Ccompress&dpr=2&h=10 2x, 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class="cds-7 cds-Typography-base css-51cxur cds-9" data-e2e="hero-coursera-plus-learn-more">Learn more</span></a></div></div></div></div></div></div></div><div class="css-bhg900"></div></div><div class="cds-45 css-xtzux6 cds-47 cds-grid-item" data-e2e="key-information"><div class="css-7bag3v"><div class="cds-172"><div class="css-dwgey1"><div><div class=" css-fk6qfz"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="kim_view_syllabus" class="css-0" role="presentation"><a class="cds-7 cds-1 cds-3 css-y0doir cds-30" href="#courses">5 course series</a></div></div><div class="css-fw9ih3">Get in-depth knowledge of a subject</div></div></div><div class="css-dwgey1"><div class="css-139h6xi"><div class="cds-7 cds-Typography-base css-h1jogs cds-9">4.7</div><div class="css-in7c14"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" id="cds-react-aria-11" class="css-19e2cig"><path d="M14.35 6.17a.81.81 0 00-.75-.35H10L8.78 2.06a.88.88 0 00-.43-.48.84.84 0 00-.64 0 .85.85 0 00-.51.52L6 5.82H2.36a.89.89 0 00-.6.23.82.82 0 00.06 1.25l3.09 2.37-1.19 3.76a.83.83 0 00.57 1 .819.819 0 00.71-.11L8 12l3 2.29a.78.78 0 00.52.19h.09a.88.88 0 00.56-.31.85.85 0 00.14-.78l-1.2-3.74 3.08-2.36a.83.83 0 00.16-1.12z" fill="currentColor"></path></svg></div></div><p class=" css-vac8rf">(679 reviews)</p></div><div class="css-dwgey1"><div><div class=" css-fk6qfz">Beginner level</div><div class="css-75g58">No prior experience required</div></div></div><div class="css-dwgey1"><div><div class=" css-fk6qfz">1 month</div><div class="css-fw9ih3">at 5 hours a week</div></div></div><div class="css-dwgey1"><div><div class=" css-fk6qfz">Flexible schedule</div><div class="css-fw9ih3">Learn at your own pace</div></div><hr class="cds-180 css-147p8xl" aria-hidden="true"/></div></div><div class="css-2qp4i2 cds-170"><div class="css-6mrk5o"><div class="css-86zyin"><div><div class=" css-fk6qfz"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="kim_view_syllabus" class="css-0" role="presentation"><a class="cds-7 cds-1 cds-3 css-y0doir cds-30" href="#courses">5 course series</a></div></div><div class="css-fw9ih3">Get in-depth knowledge of a subject</div></div></div></div><div class="css-6mrk5o"><div class="css-86zyin"><div class="css-139h6xi"><div class="cds-7 cds-Typography-base css-h1jogs cds-9">4.7</div><div class="css-in7c14"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" id="cds-react-aria-12" class="css-19e2cig"><path d="M14.35 6.17a.81.81 0 00-.75-.35H10L8.78 2.06a.88.88 0 00-.43-.48.84.84 0 00-.64 0 .85.85 0 00-.51.52L6 5.82H2.36a.89.89 0 00-.6.23.82.82 0 00.06 1.25l3.09 2.37-1.19 3.76a.83.83 0 00.57 1 .819.819 0 00.71-.11L8 12l3 2.29a.78.78 0 00.52.19h.09a.88.88 0 00.56-.31.85.85 0 00.14-.78l-1.2-3.74 3.08-2.36a.83.83 0 00.16-1.12z" fill="currentColor"></path></svg></div></div><p class=" css-vac8rf">(679 reviews)</p></div></div><div class="css-6mrk5o"><div class="css-86zyin"><div><div class=" css-fk6qfz">Beginner level</div><div class="css-75g58">No prior experience required</div></div></div></div><div class="css-6mrk5o"><div class="css-86zyin"><div><div class=" css-fk6qfz">1 month</div><div class="css-fw9ih3">at 5 hours a week</div></div></div></div><div class="css-6mrk5o"><div class="css-86zyin"><div><div class=" css-fk6qfz">Flexible schedule</div><div class="css-fw9ih3">Learn at your own pace</div></div></div></div></div></div></div><div class="cds-45 css-1ochsbp cds-47 cds-grid-item cds-92 cds-116"><div class="css-1q7xc2j"><div class="cds-170"><nav><ul class="css-7anh48"><li><a data-click-key="unified_description_page.consumer_specialization_page.click.nav_item_about" data-click-value="{"href":"#about","namespace":{"action":"click","app":"unified_description_page","component":"nav_item_about","page":"consumer_specialization_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="nav_item_about" data-track-href="#about" href="#about" to="#about" class="css-1gc9wyn" aria-current="true">About</a></li><li><a data-click-key="unified_description_page.consumer_specialization_page.click.nav_item_outcomes" data-click-value="{"href":"#outcomes","namespace":{"action":"click","app":"unified_description_page","component":"nav_item_outcomes","page":"consumer_specialization_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="nav_item_outcomes" data-track-href="#outcomes" href="#outcomes" to="#outcomes" class="css-sitz2l">Outcomes</a></li><li><a data-click-key="unified_description_page.consumer_specialization_page.click.nav_item_courses" data-click-value="{"href":"#courses","namespace":{"action":"click","app":"unified_description_page","component":"nav_item_courses","page":"consumer_specialization_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="nav_item_courses" data-track-href="#courses" href="#courses" to="#courses" class="css-sitz2l">Courses</a></li><li><a data-click-key="unified_description_page.consumer_specialization_page.click.nav_item_testimonials" data-click-value="{"href":"#testimonials","namespace":{"action":"click","app":"unified_description_page","component":"nav_item_testimonials","page":"consumer_specialization_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="nav_item_testimonials" data-track-href="#testimonials" href="#testimonials" to="#testimonials" class="css-sitz2l">Testimonials</a></li><li><a data-click-key="unified_description_page.consumer_specialization_page.click.nav_item_recommendations" data-click-value="{"href":"#recommendations","namespace":{"action":"click","app":"unified_description_page","component":"nav_item_recommendations","page":"consumer_specialization_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="nav_item_recommendations" data-track-href="#recommendations" href="#recommendations" to="#recommendations" class="css-sitz2l">Recommendations</a></li></ul></nav></div></div></div><div class="cds-45 css-xalpg1 cds-47 cds-grid-item cds-92 cds-116"><div id="about" class="css-qpssb7"><div><div class="css-1m3kxpf"><div class="css-5a2hyw"><h2 class="cds-7 cds-Typography-base css-h1jogs cds-9">What you'll learn</h2></div><div><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="what_you_will_learn_section" role="presentation"><ul class="cds-45 css-7avemv cds-46"><li class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-100"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-13"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Explain the fundamental concepts, capabilities, models, tools, applications, and platforms of generative AI foundation models.</span></span></p></div></div></div></li><li class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-100"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-14"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Apply powerful prompt engineering techniques to write effective prompts and generate desired outcomes from AI models.</span></span></p></div></div></div></li><li class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-100"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-15"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Discuss the limitations of generative AI and explain the ethical concerns and considerations for the responsible use of generative AI.</span></span></p></div></div></div></li><li class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-100"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-16"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Recognize the ability of generative AI to enhance your career and help implement improvements at your workplace.</span></span></p></div></div></div></li></ul></div></div></div><div class="css-1m3kxpf"><div class="css-5a2hyw"><h2 class=" css-fk6qfz">Skills you'll gain</h2></div><ul class="css-yk0mzy"><li class="css-0"><span class="css-1l1jvyr"><a data-click-key="unified_description_page.consumer_specialization_page.click.seo_skills_link_tag" data-click-value="{"href":"https://www.coursera.org/courses?query=artificial%20intelligence%20(ai)","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_specialization_page"},"schema_type":"FRONTEND","skill":"Artificial Intelligence (AI)"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="seo_skills_link_tag" data-track-href="https://www.coursera.org/courses?query=artificial%20intelligence%20(ai)" href="https://www.coursera.org/courses?query=artificial%20intelligence%20(ai)" to="https://www.coursera.org/courses?query=artificial%20intelligence%20(ai)" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">Artificial Intelligence (AI)</a></span></li><li class="css-0"><span class="css-1l1jvyr"><a data-click-key="unified_description_page.consumer_specialization_page.click.seo_skills_link_tag" data-click-value="{"href":"https://www.coursera.org/courses?query=prompt%20engineering","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_specialization_page"},"schema_type":"FRONTEND","skill":"Prompt Engineering"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="seo_skills_link_tag" data-track-href="https://www.coursera.org/courses?query=prompt%20engineering" href="https://www.coursera.org/courses?query=prompt%20engineering" to="https://www.coursera.org/courses?query=prompt%20engineering" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">Prompt Engineering</a></span></li><li class="css-0"><span class="css-1l1jvyr"><a data-click-key="unified_description_page.consumer_specialization_page.click.seo_skills_link_tag" data-click-value="{"href":"https://www.coursera.org/courses?query=chatgpt","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_specialization_page"},"schema_type":"FRONTEND","skill":"ChatGPT"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="seo_skills_link_tag" data-track-href="https://www.coursera.org/courses?query=chatgpt" href="https://www.coursera.org/courses?query=chatgpt" to="https://www.coursera.org/courses?query=chatgpt" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">ChatGPT</a></span></li><li class="css-0"><span class="css-1l1jvyr"><a data-click-key="unified_description_page.consumer_specialization_page.click.seo_skills_link_tag" data-click-value="{"href":"https://www.coursera.org/courses?query=hugging%20face","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_specialization_page"},"schema_type":"FRONTEND","skill":"hugging face"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="seo_skills_link_tag" data-track-href="https://www.coursera.org/courses?query=hugging%20face" href="https://www.coursera.org/courses?query=hugging%20face" to="https://www.coursera.org/courses?query=hugging%20face" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">hugging face</a></span></li><li class="css-0"><span class="css-1l1jvyr"><a data-click-key="unified_description_page.consumer_specialization_page.click.seo_skills_link_tag" data-click-value="{"href":"https://www.coursera.org/courses?query=generative%20ai%20careers","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_specialization_page"},"schema_type":"FRONTEND","skill":"Generative AI Careers"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="seo_skills_link_tag" data-track-href="https://www.coursera.org/courses?query=generative%20ai%20careers" href="https://www.coursera.org/courses?query=generative%20ai%20careers" to="https://www.coursera.org/courses?query=generative%20ai%20careers" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">Generative AI Careers</a></span></li><li class="css-0"><span class="css-1l1jvyr"><a data-click-key="unified_description_page.consumer_specialization_page.click.seo_skills_link_tag" data-click-value="{"href":"https://www.coursera.org/courses?query=generative%20ai","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_specialization_page"},"schema_type":"FRONTEND","skill":"Generative AI"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="seo_skills_link_tag" data-track-href="https://www.coursera.org/courses?query=generative%20ai" href="https://www.coursera.org/courses?query=generative%20ai" to="https://www.coursera.org/courses?query=generative%20ai" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">Generative AI</a></span></li><li class="css-0"><span class="css-1l1jvyr"><a data-click-key="unified_description_page.consumer_specialization_page.click.seo_skills_link_tag" data-click-value="{"href":"https://www.coursera.org/courses?query=stable%20diffusion","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_specialization_page"},"schema_type":"FRONTEND","skill":"Stable Diffusion"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="seo_skills_link_tag" data-track-href="https://www.coursera.org/courses?query=stable%20diffusion" href="https://www.coursera.org/courses?query=stable%20diffusion" to="https://www.coursera.org/courses?query=stable%20diffusion" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">Stable Diffusion</a></span></li><li class="css-0"><span class="css-1l1jvyr"><a data-click-key="unified_description_page.consumer_specialization_page.click.seo_skills_link_tag" data-click-value="{"href":"https://www.coursera.org/courses?query=hugging%20face","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_specialization_page"},"schema_type":"FRONTEND","skill":"Hugging Face"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="seo_skills_link_tag" data-track-href="https://www.coursera.org/courses?query=hugging%20face" href="https://www.coursera.org/courses?query=hugging%20face" to="https://www.coursera.org/courses?query=hugging%20face" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">Hugging Face</a></span></li><li class="css-0"><span class="css-1l1jvyr"><a data-click-key="unified_description_page.consumer_specialization_page.click.seo_skills_link_tag" data-click-value="{"href":"https://www.coursera.org/courses?query=foundation%20models","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_specialization_page"},"schema_type":"FRONTEND","skill":"Foundation Models"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="seo_skills_link_tag" data-track-href="https://www.coursera.org/courses?query=foundation%20models" href="https://www.coursera.org/courses?query=foundation%20models" to="https://www.coursera.org/courses?query=foundation%20models" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">Foundation Models</a></span></li></ul></div><div class="css-1m3kxpf"><div class="css-5a2hyw"><h2 class=" css-fk6qfz">Details to know</h2></div><div class="cds-45 css-k4zccu cds-46"><div class="cds-45 css-9271ok cds-47 cds-grid-item cds-92 cds-100 cds-112"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/images/31ebcba3851b87d1d8609abf15d0ff7e.png?auto=format%2Ccompress&dpr=1&w=24&h=24" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/images/31ebcba3851b87d1d8609abf15d0ff7e.png?auto=format%2Ccompress&dpr=2&w=24&h=24 2x, https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/images/31ebcba3851b87d1d8609abf15d0ff7e.png?auto=format%2Ccompress&dpr=3&w=24&h=24 3x" class="css-y821ir" style="max-width:24px;max-height:24px" alt=""/><div class="css-1qfxccv">Shareable certificate</div><p class=" css-vac8rf">Add to your LinkedIn profile</p></div><div class="cds-45 css-9271ok cds-47 cds-grid-item cds-92 cds-100 cds-112"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" class="css-ggns0z" id="cds-react-aria-17"><path d="M16.5 11a1.5 1.5 0 100-3 1.5 1.5 0 000 3zM7.5 11a1.5 1.5 0 100-3 1.5 1.5 0 000 3zM12 11a1.5 1.5 0 100-3 1.5 1.5 0 000 3z" fill="currentColor"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M5.818 2.499a3.13 3.13 0 00-3.32 3.346l.002.017V20.53l-.003.029a.84.84 0 001.447.671l3.987-4.309H18.18a3.14 3.14 0 003.32-3.32V5.862l.001-.017a3.13 3.13 0 00-3.32-3.346l-.015.001H5.834l-.016-.001zm.047-.999A4.13 4.13 0 001.5 5.897v14.576a1.84 1.84 0 003.175 1.438l.002-.001 3.692-3.99h9.767a4.14 4.14 0 004.364-4.364V5.897A4.13 4.13 0 0018.135 1.5H5.865z" fill="currentColor"></path></svg><div class="css-drc7pp"><span>Taught in English</span></div><div class=" css-vac8rf"><button class="cds-149 cds-button-disableElevation cds-button-ghost css-amruj3" tabindex="0" type="button"><span class="cds-button-label"><span>23 languages available</span></span></button></div></div></div></div></div></div></div></div></div></section><div><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="thin_banner_module" role="presentation"><div class="css-1cps6el"><div><div class="cds-37 css-1cxrrkn cds-38 cds-43"><div class="cds-45 css-1kspkkz cds-46"><div class="cds-45 css-0 cds-47 cds-grid-item cds-92"><div class="css-1f3xod8"><div class="cds-45 css-0 cds-46"><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-116"><h1 class="cds-7 css-17b5z07 cds-9">See how employees at top companies are mastering in-demand skills</h1><div class="css-1yvlauk"><a data-click-key="unified_description_page.consumer_specialization_page.click.upsell_coursera_business" data-click-value="{"href":"/business?utm_medium=coursera&utm_source=xdp&utm_campaign=website&utm_content=c4b-xdp-thin-card&utm_term=out","namespace":{"action":"click","app":"unified_description_page","component":"upsell_coursera_business","page":"consumer_specialization_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="upsell_coursera_business" data-track-href="/business?utm_medium=coursera&utm_source=xdp&utm_campaign=website&utm_content=c4b-xdp-thin-card&utm_term=out" href="/business?utm_medium=coursera&utm_source=xdp&utm_campaign=website&utm_content=c4b-xdp-thin-card&utm_term=out" to="/business?utm_medium=coursera&utm_source=xdp&utm_campaign=website&utm_content=c4b-xdp-thin-card&utm_term=out" class="cds-7 cds-1 cds-3 css-1ibxsrf cds-30">Learn more about Coursera for Business</a></div></div><div class="cds-45 css-1majtw4 cds-47 cds-grid-item cds-92 cds-112"><div class="css-1aokm8x"><img alt="Placeholder" src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/images/74c8747e8210831049cf88dd4eefe26c.png?auto=format%2Ccompress&dpr=2&blur=200&px=8&max-w=320" class="css-3gbnhs"/><div class="lazyload-wrapper"><div class="lazyload-placeholder"></div></div></div></div></div></div></div></div></div></div></div></div></div><div><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="career_outcomes" role="presentation"><div id="outcomes" class="css-1cps6el"><div><div class="cds-37 css-1cxrrkn cds-38 cds-43"><div class="cds-45 css-1kspkkz cds-46"><div class="cds-45 css-0 cds-46 cds-47 cds-grid-item"><div class="cds-45 css-1uff99i cds-46 cds-47 cds-grid-item cds-65 cds-92"><div class="cds-45 css-2l7onx cds-47 cds-grid-item cds-92 cds-114"><h2 class="cds-7 cds-Typography-base css-bbd009 cds-9">Advance your subject-matter expertise</h2><ul class="css-q8or2b"><li>Learn in-demand skills from university and industry experts</li><li>Master a subject or tool with hands-on projects</li><li>Develop a deep understanding of key concepts</li><li>Earn a career certificate from IBM</li></ul></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-114 cds-127"><div><div class="css-1ayzl37"><div class="css-1fupugt"><img alt="Placeholder" src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/images/f9981360ed304b477666954b42d5586f.png?auto=format%2Ccompress&dpr=2&blur=200&px=8&max-w=562" class="css-3gbnhs"/><div class="lazyload-wrapper"><div class="lazyload-placeholder"></div></div></div></div></div></div></div></div></div></div></div></div></div></div><div><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="career_cert_module" role="presentation"><div class="css-1cps6el"><div><div class="cds-37 css-1cxrrkn cds-38 cds-43"><div class="cds-45 css-1kspkkz cds-46"><div class="cds-45 css-0 cds-47 cds-grid-item cds-92"><div class="css-qwswsz"><div class="css-mc1uvo"><div class="css-h4rs9z"><img alt="Placeholder" src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/images/de1a6556fbe605411e8c1c2ca4ba45f1.png?auto=format%2Ccompress&dpr=2&blur=200&px=8&max-w=259" class="css-3gbnhs"/><div class="lazyload-wrapper"><div class="lazyload-placeholder"></div></div></div></div></div><div class="css-1sdlybt"><div class="cds-45 css-0 cds-46"><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-115"><div class="css-1o5q1ld"><h2 class="cds-7 css-3i3jpd cds-9">Earn a career certificate</h2><p class=" css-4s48ix">Add this credential to your LinkedIn profile, resume, or CV</p><p class=" css-4s48ix">Share it on social media and in your performance review</p></div></div><div class="cds-45 css-1k3d0x1 cds-47 cds-grid-item cds-92 cds-113"><div class="css-17emgr3"><div class="css-16jkw5e"></div></div><div class="css-19pqny"><div class="css-m7vdx0"><img alt="Placeholder" src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/images/de1a6556fbe605411e8c1c2ca4ba45f1.png?auto=format%2Ccompress&dpr=2&blur=200&px=8&max-w=333" class="css-3gbnhs"/><div class="lazyload-wrapper"><div class="lazyload-placeholder"></div></div></div></div></div></div></div></div></div></div></div></div></div></div><div id="courses" class="css-1cps6el"><div><div class="cds-37 css-1cxrrkn cds-38 cds-43"><div class="cds-45 css-1kspkkz cds-46"><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-115 cds-130"><h2 class="cds-7 cds-Typography-base css-bbd009 cds-9"><span>Specialization - 5 course series</span><div class="css-1wwut41"></div></h2><div class="css-68xxf3"><div class="css-10jtpc0"><div class="rc-TogglableContent about-section collapsed"><div class="content" style="height:65px" aria-hidden="true"><div class="content-inner"><div><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p data-text-variant="body1"><span><span>Generative AI is revolutionizing our lives.</span></span></p><p data-text-variant="body1"><span><span>This specialization provides a comprehensive understanding of the </span></span><span><strong><span>fundamental concepts, models, tools, and applications of generative AI</span></strong></span><span><span> to enable you to leverage the potential of generative AI toward a better workplace, career, and life.</span></span></p><p data-text-variant="body1"><span><span>The specialization consists of five short, self-paced courses, each requiring 3–5 hours to complete.</span></span></p><p data-text-variant="body1"><span><span>Understand powerful </span></span><span><strong><span>prompt engineering techniques</span></strong></span><span><span> and learn how to write effective prompts to produce desired outcomes using generative AI tools.</span></span></p><p data-text-variant="body1"><span><span>Learn about the building blocks and </span></span><span><strong><span>foundation models</span></strong></span><span><span> of generative AI, such as the </span></span><span><strong><span>GPT, DALL-E</span></strong></span><span><span>, and </span></span><span><strong><span>IBM Granite</span></strong></span><span><span> models. Gain an understanding of the </span></span><span><strong><span>ethical </span></strong></span><span><span>implications, considerations, and issues of generative AI.</span></span></p><p data-text-variant="body1"><span><span>Listen to </span></span><span><strong><span>experts</span></strong></span><span><span> share insights and tips for being successful with generative AI. Learn to leverage Generative AI to </span></span><span><strong><span>boost your career</span></strong></span><span><span> and become more productive.</span></span></p><p data-text-variant="body1"><span><strong><span>Practice</span></strong></span><span><span> what you learn using </span></span><span><strong><span>hands-on labs</span></strong></span><span><span> and projects, which are suitable for everyone and can be completed using a web browser. These labs will give you an opportunity to explore the use cases of generative AI through popular tools and platforms like </span></span><span><strong><span>IBM watsonx.ai</span></strong></span><span><span>, </span></span><span><strong><span>OpenAI ChatGPT</span></strong></span><span><span>, </span></span><span><strong><span>Stable Diffusion, </span></strong></span><span><span>and </span></span><span><strong><span>Hugging Face</span></strong></span><span><span>.</span></span></p><p data-text-variant="body1"><span><span>This specialization is for </span></span><span><strong><span>anyone</span></strong></span><span><span> passionate about discovering the power of generative AI and requires </span></span><span><strong><span>no prior technical knowledge or a background in AI</span></strong></span><span><span>. It will </span></span><span><strong><span>benefit professionals</span></strong></span><span><span> from all walks of life.</span></span></p><p><span><span>Applied Learning Project</span></span></p><p data-text-variant="body1"><span><span>Throughout this specialization, you will complete hands-on labs and projects to help you gain practical experience with text, image, and code generation, prompt engineering tools, foundation models, AI applications, and IBM watsonx.ai.</span></span></p><p data-text-variant="body1"><span><span>Some examples of the labs included are:</span></span></p><ul><li aria-level="1" aria-posinset="1"><p data-text-variant="body1"><span><span>Text generation using ChatGPT and Bard</span></span></p></li><li aria-level="1" aria-posinset="2"><p data-text-variant="body1"><span><span>Image generation using GPT and Stable Diffusion</span></span></p></li><li aria-level="1" aria-posinset="3"><p data-text-variant="body1"><span><span>Code generation in action</span></span></p></li><li aria-level="1" aria-posinset="4"><p data-text-variant="body1"><span><span>Getting to know prompting tools</span></span></p></li><li aria-level="1" aria-posinset="5"><p data-text-variant="body1"><span><span>Experimenting with prompts</span></span></p></li><li aria-level="1" aria-posinset="6"><p data-text-variant="body1"><span><span>Different approaches in prompt engineering</span></span></p></li><li aria-level="1" aria-posinset="7"><p data-text-variant="body1"><span><span>Generative AI foundation models</span></span></p></li><li aria-level="1" aria-posinset="8"><p data-text-variant="body1"><span><span>Exploring IBM watsonx.ai and Hugging Face</span></span></p></li></ul></div></div></div></div></div></div></div></div></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-115 cds-130"><div><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="syllabus" role="presentation"><div class="css-m9zcdt"><div class="css-fndret"><div class="" data-testid="accordion-item"><div class="css-1pi3g2x"><div class="cds-AccordionRoot-focusContainer"><div class="cds-AccordionRoot-container cds-AccordionRoot-silent" id="cds-react-aria-19"><div class="css-3glzp7"><div class="css-2ja1qv"><div class="css-yllq6p"><div class="css-zwlk01"><h3 class="cds-7 css-1pxm1ir cds-9"><a data-click-key="unified_description_page.consumer_specialization_page.click.sdp_course_list_link" data-click-value="{"courseName":"Generative AI: Introduction and Applications","href":"/learn/generative-ai-introduction-and-applications?specialization=generative-ai-for-everyone","namespace":{"action":"click","app":"unified_description_page","component":"sdp_course_list_link","page":"consumer_specialization_page"},"s12nSlug":"generative-ai-for-everyone","schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="sdp_course_list_link" data-track-href="/learn/generative-ai-introduction-and-applications?specialization=generative-ai-for-everyone" href="/learn/generative-ai-introduction-and-applications?specialization=generative-ai-for-everyone" to="/learn/generative-ai-introduction-and-applications?specialization=generative-ai-for-everyone" class="cds-7 cds-1 cds-3 css-1jglcdr cds-30" aria-label="Course 1: Generative AI: Introduction and Applications" data-e2e="sdp-course-list-link">Generative AI: Introduction and Applications</a></h3><div class="css-3odziz"><span>Course 1</span><span aria-hidden="true" class="css-1oocsie">•</span><span><span>6 hours</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span class="css-13ciukr"><span class="css-15ld0c5">4.7 <svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="css-1emwiuz" id="cds-react-aria-20"><path d="M18.33 7.65a1 1 0 00-.85-.39h-4.93l-1.67-5.12a1 1 0 00-.49-.55.94.94 0 00-.72 0 1 1 0 00-.58.59L7.4 7.26H2.47a1 1 0 00-1 .91 1 1 0 00.35.77l4.23 3.22-1.59 5.12a1 1 0 00.64 1.18 1 1 0 00.84-.16L10 15.16l4.06 3.13a.93.93 0 00.59.21h.1a.942.942 0 00.63-.35.91.91 0 00.16-.88l-1.63-5.11L18.11 9a.93.93 0 00.22-1.35z" fill="currentColor"></path></svg></span><span class="css-1f9ufav">(<span>1,395 ratings</span>)</span></span></div></div></div></div><button data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="syllabus_course_expand" class="cds-149 cds-button-disableElevation cds-button-ghost css-12xv2iu" tabindex="0" role="button" aria-expanded="false" aria-label="Course details for Generative AI: Introduction and Applications" type="button"><span class="cds-button-label"><span class="css-k26awr">Course details</span><span class="cds-button-endIcon"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" id="cds-react-aria-21" class="css-19e2cig"><path fill-rule="evenodd" clip-rule="evenodd" d="M10 14.293L1.354 5.646l-.708.708L10 15.707l9.354-9.353-.707-.708L10 14.293z" fill="currentColor"></path></svg></span></span></button></div><div class="cds-187 cds-189" style="min-height:0px"><div class="cds-190"><div class="cds-191"><div aria-labelledby="cds-react-aria-19-accordion-header" id="cds-react-aria-19-accordion-panel" role="region"><div class="css-yam6t"><div><div class="css-15ko5n9"><div class="css-5a2hyw"><h4 class=" css-6ecy9b">What you'll learn</h4></div><ul><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-22"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Describe generative AI and distinguish it from discriminative AI.</span></span></p></div></div></div></li><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-23"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Describe the capabilities of generative AI and its use cases in the real world.</span></span></p></div></div></div></li><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-24"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Identify the applications of generative AI in different sectors and industries.</span></span></p></div></div></div></li><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-25"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Explore common generative AI models and tools for text, code, image, audio, and video generation.</span></span></p></div></div></div></li></ul></div><div class="css-15ko5n9"><div class="css-5a2hyw"><h4 class=" css-6ecy9b">Skills you'll gain</h4></div><div class="css-135c2uu"><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Business Transformation</div><span class=" css-o5tswl" aria-hidden="true">Business Transformation</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Career Opportunities</div><span class=" css-o5tswl" aria-hidden="true">Career Opportunities</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: AI empowered workplace</div><span class=" css-o5tswl" aria-hidden="true">AI empowered workplace</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Career Enhancement</div><span class=" css-o5tswl" aria-hidden="true">Career Enhancement</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Generative AI</div><span class=" css-o5tswl" aria-hidden="true">Generative AI</span></span></div></div></div></div></div></div></div></div></div></div></div></div><div class="cds-AccordionGroup-itemSpacing" data-testid="accordion-item"><div class="css-1pe5kh6"><div class="cds-AccordionRoot-focusContainer"><div class="cds-AccordionRoot-container cds-AccordionRoot-silent" id="cds-react-aria-26"><div class="css-3glzp7"><div class="css-2ja1qv"><div class="css-yllq6p"><div class="css-zwlk01"><h3 class="cds-7 css-1pxm1ir cds-9"><a data-click-key="unified_description_page.consumer_specialization_page.click.sdp_course_list_link" data-click-value="{"courseName":"Generative AI: Prompt Engineering Basics","href":"/learn/generative-ai-prompt-engineering-for-everyone?specialization=generative-ai-for-everyone","namespace":{"action":"click","app":"unified_description_page","component":"sdp_course_list_link","page":"consumer_specialization_page"},"s12nSlug":"generative-ai-for-everyone","schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="sdp_course_list_link" data-track-href="/learn/generative-ai-prompt-engineering-for-everyone?specialization=generative-ai-for-everyone" href="/learn/generative-ai-prompt-engineering-for-everyone?specialization=generative-ai-for-everyone" to="/learn/generative-ai-prompt-engineering-for-everyone?specialization=generative-ai-for-everyone" class="cds-7 cds-1 cds-3 css-1jglcdr cds-30" aria-label="Course 2: Generative AI: Prompt Engineering Basics" data-e2e="sdp-course-list-link">Generative AI: Prompt Engineering Basics</a></h3><div class="css-3odziz"><span>Course 2</span><span aria-hidden="true" class="css-1oocsie">•</span><span><span>7 hours</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span class="css-13ciukr"><span class="css-15ld0c5">4.8 <svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="css-1emwiuz" id="cds-react-aria-27"><path d="M18.33 7.65a1 1 0 00-.85-.39h-4.93l-1.67-5.12a1 1 0 00-.49-.55.94.94 0 00-.72 0 1 1 0 00-.58.59L7.4 7.26H2.47a1 1 0 00-1 .91 1 1 0 00.35.77l4.23 3.22-1.59 5.12a1 1 0 00.64 1.18 1 1 0 00.84-.16L10 15.16l4.06 3.13a.93.93 0 00.59.21h.1a.942.942 0 00.63-.35.91.91 0 00.16-.88l-1.63-5.11L18.11 9a.93.93 0 00.22-1.35z" fill="currentColor"></path></svg></span><span class="css-1f9ufav">(<span>2,379 ratings</span>)</span></span></div></div></div></div><button data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="syllabus_course_expand" class="cds-149 cds-button-disableElevation cds-button-ghost css-12xv2iu" tabindex="0" role="button" aria-expanded="false" aria-label="Course details for Generative AI: Prompt Engineering Basics" type="button"><span class="cds-button-label"><span class="css-k26awr">Course details</span><span class="cds-button-endIcon"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" id="cds-react-aria-28" class="css-19e2cig"><path fill-rule="evenodd" clip-rule="evenodd" d="M10 14.293L1.354 5.646l-.708.708L10 15.707l9.354-9.353-.707-.708L10 14.293z" fill="currentColor"></path></svg></span></span></button></div><div class="cds-187 cds-189" style="min-height:0px"><div class="cds-190"><div class="cds-191"><div aria-labelledby="cds-react-aria-26-accordion-header" id="cds-react-aria-26-accordion-panel" role="region"><div class="css-yam6t"><div><div class="css-15ko5n9"><div class="css-5a2hyw"><h4 class=" css-6ecy9b">What you'll learn</h4></div><ul><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-29"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Explain the concept and relevance of prompt engineering in generative AI models.</span></span></p></div></div></div></li><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-30"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Apply best practices for creating prompts and explore examples of impactful prompts.</span></span></p></div></div></div></li><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-31"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Practice common prompt engineering techniques and approaches for writing effective prompts.</span></span></p></div></div></div></li><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-32"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Explore commonly used tools for prompt engineering to aid with prompt engineering. </span></span></p></div></div></div></li></ul></div><div class="css-15ko5n9"><div class="css-5a2hyw"><h4 class=" css-6ecy9b">Skills you'll gain</h4></div><div class="css-135c2uu"><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Artificial Intelligence (AI)</div><span class=" css-o5tswl" aria-hidden="true">Artificial Intelligence (AI)</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: ChatGPT</div><span class=" css-o5tswl" aria-hidden="true">ChatGPT</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Large Language Models (LLM)</div><span class=" css-o5tswl" aria-hidden="true">Large Language Models (LLM)</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Natural Language Generation</div><span class=" css-o5tswl" aria-hidden="true">Natural Language Generation</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Generative AI</div><span class=" css-o5tswl" aria-hidden="true">Generative AI</span></span></div></div></div></div></div></div></div></div></div></div></div></div><div class="cds-AccordionGroup-itemSpacing" data-testid="accordion-item"><div class="css-1pe5kh6"><div class="cds-AccordionRoot-focusContainer"><div class="cds-AccordionRoot-container cds-AccordionRoot-silent" id="cds-react-aria-33"><div class="css-3glzp7"><div class="css-2ja1qv"><div class="css-yllq6p"><div class="css-zwlk01"><h3 class="cds-7 css-1pxm1ir cds-9"><a data-click-key="unified_description_page.consumer_specialization_page.click.sdp_course_list_link" data-click-value="{"courseName":"Generative AI: Foundation Models and Platforms","href":"/learn/generative-ai-foundation-models-and-platforms?specialization=generative-ai-for-everyone","namespace":{"action":"click","app":"unified_description_page","component":"sdp_course_list_link","page":"consumer_specialization_page"},"s12nSlug":"generative-ai-for-everyone","schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="sdp_course_list_link" data-track-href="/learn/generative-ai-foundation-models-and-platforms?specialization=generative-ai-for-everyone" href="/learn/generative-ai-foundation-models-and-platforms?specialization=generative-ai-for-everyone" to="/learn/generative-ai-foundation-models-and-platforms?specialization=generative-ai-for-everyone" class="cds-7 cds-1 cds-3 css-1jglcdr cds-30" aria-label="Course 3: Generative AI: Foundation Models and Platforms" data-e2e="sdp-course-list-link">Generative AI: Foundation Models and Platforms</a></h3><div class="css-3odziz"><span>Course 3</span><span aria-hidden="true" class="css-1oocsie">•</span><span><span>6 hours</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span class="css-13ciukr"><span class="css-15ld0c5">4.7 <svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="css-1emwiuz" id="cds-react-aria-34"><path d="M18.33 7.65a1 1 0 00-.85-.39h-4.93l-1.67-5.12a1 1 0 00-.49-.55.94.94 0 00-.72 0 1 1 0 00-.58.59L7.4 7.26H2.47a1 1 0 00-1 .91 1 1 0 00.35.77l4.23 3.22-1.59 5.12a1 1 0 00.64 1.18 1 1 0 00.84-.16L10 15.16l4.06 3.13a.93.93 0 00.59.21h.1a.942.942 0 00.63-.35.91.91 0 00.16-.88l-1.63-5.11L18.11 9a.93.93 0 00.22-1.35z" fill="currentColor"></path></svg></span><span class="css-1f9ufav">(<span>139 ratings</span>)</span></span></div></div></div></div><button data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="syllabus_course_expand" class="cds-149 cds-button-disableElevation cds-button-ghost css-12xv2iu" tabindex="0" role="button" aria-expanded="false" aria-label="Course details for Generative AI: Foundation Models and Platforms" type="button"><span class="cds-button-label"><span class="css-k26awr">Course details</span><span class="cds-button-endIcon"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" id="cds-react-aria-35" class="css-19e2cig"><path fill-rule="evenodd" clip-rule="evenodd" d="M10 14.293L1.354 5.646l-.708.708L10 15.707l9.354-9.353-.707-.708L10 14.293z" fill="currentColor"></path></svg></span></span></button></div><div class="cds-187 cds-189" style="min-height:0px"><div class="cds-190"><div class="cds-191"><div aria-labelledby="cds-react-aria-33-accordion-header" id="cds-react-aria-33-accordion-panel" role="region"><div class="css-yam6t"><div><div class="css-15ko5n9"><div class="css-5a2hyw"><h4 class=" css-6ecy9b">What you'll learn</h4></div><ul><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-36"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Describe the fundamental concepts of generative AI and its core models</span></span></p></div></div></div></li><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-37"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Explain the concept of foundation models in generative AI</span></span></p></div></div></div></li><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-38"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Explore the capabilities of pre-trained models for AI-powered applications. </span></span></p></div></div></div></li><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-39"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Explore the features, capabilities, and applications of different generative AI platforms, such as IBM watsonx and Hugging Face</span></span></p></div></div></div></li></ul></div><div class="css-15ko5n9"><div class="css-5a2hyw"><h4 class=" css-6ecy9b">Skills you'll gain</h4></div><div class="css-135c2uu"><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Responsible Generative AI</div><span class=" css-o5tswl" aria-hidden="true">Responsible Generative AI</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Limitations of Generative AI</div><span class=" css-o5tswl" aria-hidden="true">Limitations of Generative AI</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Impact of Generative AI</div><span class=" css-o5tswl" aria-hidden="true">Impact of Generative AI</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Ethics in Generative AI</div><span class=" css-o5tswl" aria-hidden="true">Ethics in Generative AI</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Generative AI</div><span class=" css-o5tswl" aria-hidden="true">Generative AI</span></span></div></div></div></div></div></div></div></div></div></div></div></div><div class="cds-AccordionGroup-itemSpacing" data-testid="accordion-item"><div class="css-1pe5kh6"><div class="cds-AccordionRoot-focusContainer"><div class="cds-AccordionRoot-container cds-AccordionRoot-silent" id="cds-react-aria-40"><div class="css-3glzp7"><div class="css-2ja1qv"><div class="css-yllq6p"><div class="css-zwlk01"><h3 class="cds-7 css-1pxm1ir cds-9"><a data-click-key="unified_description_page.consumer_specialization_page.click.sdp_course_list_link" data-click-value="{"courseName":"Generative AI: Impact, Considerations, and Ethical Issues","href":"/learn/generative-ai-ethical-considerations-and-implications?specialization=generative-ai-for-everyone","namespace":{"action":"click","app":"unified_description_page","component":"sdp_course_list_link","page":"consumer_specialization_page"},"s12nSlug":"generative-ai-for-everyone","schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="sdp_course_list_link" data-track-href="/learn/generative-ai-ethical-considerations-and-implications?specialization=generative-ai-for-everyone" href="/learn/generative-ai-ethical-considerations-and-implications?specialization=generative-ai-for-everyone" to="/learn/generative-ai-ethical-considerations-and-implications?specialization=generative-ai-for-everyone" class="cds-7 cds-1 cds-3 css-1jglcdr cds-30" aria-label="Course 4: Generative AI: Impact, Considerations, and Ethical Issues" data-e2e="sdp-course-list-link">Generative AI: Impact, Considerations, and Ethical Issues</a></h3><div class="css-3odziz"><span>Course 4</span><span aria-hidden="true" class="css-1oocsie">•</span><span><span>5 hours</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span class="css-13ciukr"><span class="css-15ld0c5">4.7 <svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="css-1emwiuz" id="cds-react-aria-41"><path d="M18.33 7.65a1 1 0 00-.85-.39h-4.93l-1.67-5.12a1 1 0 00-.49-.55.94.94 0 00-.72 0 1 1 0 00-.58.59L7.4 7.26H2.47a1 1 0 00-1 .91 1 1 0 00.35.77l4.23 3.22-1.59 5.12a1 1 0 00.64 1.18 1 1 0 00.84-.16L10 15.16l4.06 3.13a.93.93 0 00.59.21h.1a.942.942 0 00.63-.35.91.91 0 00.16-.88l-1.63-5.11L18.11 9a.93.93 0 00.22-1.35z" fill="currentColor"></path></svg></span><span class="css-1f9ufav">(<span>129 ratings</span>)</span></span></div></div></div></div><button data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="syllabus_course_expand" class="cds-149 cds-button-disableElevation cds-button-ghost css-12xv2iu" tabindex="0" role="button" aria-expanded="false" aria-label="Course details for Generative AI: Impact, Considerations, and Ethical Issues" type="button"><span class="cds-button-label"><span class="css-k26awr">Course details</span><span class="cds-button-endIcon"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" id="cds-react-aria-42" class="css-19e2cig"><path fill-rule="evenodd" clip-rule="evenodd" d="M10 14.293L1.354 5.646l-.708.708L10 15.707l9.354-9.353-.707-.708L10 14.293z" fill="currentColor"></path></svg></span></span></button></div><div class="cds-187 cds-189" style="min-height:0px"><div class="cds-190"><div class="cds-191"><div aria-labelledby="cds-react-aria-40-accordion-header" id="cds-react-aria-40-accordion-panel" role="region"><div class="css-yam6t"><div><div class="css-15ko5n9"><div class="css-5a2hyw"><h4 class=" css-6ecy9b">What you'll learn</h4></div><ul><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-43"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Describe the limitations of generative AI and the related concerns. </span></span></p></div></div></div></li><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-44"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Identify the ethical issues, concerns, and misuses associated with generative AI.</span></span></p></div></div></div></li><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-45"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Explain the considerations for the responsible use of generative AI. </span></span></p></div></div></div></li><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-46"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Discuss the economic and social impact of generative AI.</span></span></p></div></div></div></li></ul></div><div class="css-15ko5n9"><div class="css-5a2hyw"><h4 class=" css-6ecy9b">Skills you'll gain</h4></div><div class="css-135c2uu"><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Artificial Intelligence (AI)</div><span class=" css-o5tswl" aria-hidden="true">Artificial Intelligence (AI)</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Large Language Models (LLM)</div><span class=" css-o5tswl" aria-hidden="true">Large Language Models (LLM)</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Pre-trained Models</div><span class=" css-o5tswl" aria-hidden="true">Pre-trained Models</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Generative AI</div><span class=" css-o5tswl" aria-hidden="true">Generative AI</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Foundation Models</div><span class=" css-o5tswl" aria-hidden="true">Foundation Models</span></span></div></div></div></div></div></div></div></div></div></div></div></div><div class="cds-AccordionGroup-itemSpacing" data-testid="accordion-item"><div class="css-1pe5kh6"><div class="cds-AccordionRoot-focusContainer"><div class="cds-AccordionRoot-container cds-AccordionRoot-silent" id="cds-react-aria-47"><div class="css-3glzp7"><div class="css-2ja1qv"><div class="css-yllq6p"><div class="css-zwlk01"><h3 class="cds-7 css-1pxm1ir cds-9"><a data-click-key="unified_description_page.consumer_specialization_page.click.sdp_course_list_link" data-click-value="{"courseName":"Generative AI: Business Transformation and Career Growth","href":"/learn/generative-ai-business-and-career-growth?specialization=generative-ai-for-everyone","namespace":{"action":"click","app":"unified_description_page","component":"sdp_course_list_link","page":"consumer_specialization_page"},"s12nSlug":"generative-ai-for-everyone","schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="sdp_course_list_link" data-track-href="/learn/generative-ai-business-and-career-growth?specialization=generative-ai-for-everyone" href="/learn/generative-ai-business-and-career-growth?specialization=generative-ai-for-everyone" to="/learn/generative-ai-business-and-career-growth?specialization=generative-ai-for-everyone" class="cds-7 cds-1 cds-3 css-1jglcdr cds-30" aria-label="Course 5: Generative AI: Business Transformation and Career Growth" data-e2e="sdp-course-list-link">Generative AI: Business Transformation and Career Growth</a></h3><div class="css-3odziz"><span>Course 5</span><span aria-hidden="true" class="css-1oocsie">•</span><span><span>6 hours</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span class="css-13ciukr"><span class="css-15ld0c5">4.6 <svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="css-1emwiuz" id="cds-react-aria-48"><path d="M18.33 7.65a1 1 0 00-.85-.39h-4.93l-1.67-5.12a1 1 0 00-.49-.55.94.94 0 00-.72 0 1 1 0 00-.58.59L7.4 7.26H2.47a1 1 0 00-1 .91 1 1 0 00.35.77l4.23 3.22-1.59 5.12a1 1 0 00.64 1.18 1 1 0 00.84-.16L10 15.16l4.06 3.13a.93.93 0 00.59.21h.1a.942.942 0 00.63-.35.91.91 0 00.16-.88l-1.63-5.11L18.11 9a.93.93 0 00.22-1.35z" fill="currentColor"></path></svg></span><span class="css-1f9ufav">(<span>100 ratings</span>)</span></span></div></div></div></div><button data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="syllabus_course_expand" class="cds-149 cds-button-disableElevation cds-button-ghost css-12xv2iu" tabindex="0" role="button" aria-expanded="false" aria-label="Course details for Generative AI: Business Transformation and Career Growth" type="button"><span class="cds-button-label"><span class="css-k26awr">Course details</span><span class="cds-button-endIcon"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" id="cds-react-aria-49" class="css-19e2cig"><path fill-rule="evenodd" clip-rule="evenodd" d="M10 14.293L1.354 5.646l-.708.708L10 15.707l9.354-9.353-.707-.708L10 14.293z" fill="currentColor"></path></svg></span></span></button></div><div class="cds-187 cds-189" style="min-height:0px"><div class="cds-190"><div class="cds-191"><div aria-labelledby="cds-react-aria-47-accordion-header" id="cds-react-aria-47-accordion-panel" role="region"><div class="css-yam6t"><div><div class="css-15ko5n9"><div class="css-5a2hyw"><h4 class=" css-6ecy9b">What you'll learn</h4></div><ul><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-50"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p data-text-variant="body1"><span><span>Explain the transformative impact of generative AI on the business and industry landscape. </span></span></p></div></div></div></li><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-51"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p data-text-variant="body1"><span><span>Explore potential career opportunities in generative AI.</span></span></p></div></div></div></li><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-52"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p data-text-variant="body1"><span><span>Analyze how generative AI can enhance existing careers in diverse fields.</span></span></p></div></div></div></li><li class="css-nc6j8l"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-53"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p data-text-variant="body1"><span><span>Apply generative AI to boost your productivity at work.</span></span></p></div></div></div></li></ul></div><div class="css-15ko5n9"><div class="css-5a2hyw"><h4 class=" css-6ecy9b">Skills you'll gain</h4></div><div class="css-135c2uu"><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Artificial Intelligence (AI)</div><span class=" css-o5tswl" aria-hidden="true">Artificial Intelligence (AI)</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Prompt Engineering</div><span class=" css-o5tswl" aria-hidden="true">Prompt Engineering</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: ChatGPT</div><span class=" css-o5tswl" aria-hidden="true">ChatGPT</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: prompt patterns</div><span class=" css-o5tswl" aria-hidden="true">prompt patterns</span></span><span class="cds-tag-category cds-tag-primary cds-tag-default css-o4odzz" data-testid="tag-root"><div data-testid="visually-hidden" class="css-1whdyhf">Category: Generative AI</div><span class=" css-o5tswl" aria-hidden="true">Generative AI</span></span></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-113 cds-126"><div class="css-pas860"><div class="css-132y21x"><div class="css-xs8kz1"><h3 class="cds-7 cds-Typography-base css-h1jogs cds-9"><span>Instructors</span></h3></div><div class="css-1f454bp"><div class="css-1oiads2"><div class="css-1f95hav"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera-instructor-photos.s3.amazonaws.com/d6/c2a550312d11e8a1a3b7898153781d/ravahuja.jpg?auto=format%2Ccompress&dpr=1&w=75&h=75&fit=crop" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera-instructor-photos.s3.amazonaws.com/d6/c2a550312d11e8a1a3b7898153781d/ravahuja.jpg?auto=format%2Ccompress&dpr=2&w=75&h=75&fit=crop 2x, https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera-instructor-photos.s3.amazonaws.com/d6/c2a550312d11e8a1a3b7898153781d/ravahuja.jpg?auto=format%2Ccompress&dpr=3&w=75&h=75&fit=crop 3x" class="css-1hhx4js" style="max-width:75px;max-height:75px" alt="Rav Ahuja"/></div><div><div><a data-click-key="unified_description_page.consumer_specialization_page.click.hero_instructor" data-click-value="{"href":"/instructor/ravahuja","namespace":{"action":"click","app":"unified_description_page","component":"hero_instructor","page":"consumer_specialization_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="hero_instructor" data-track-href="/instructor/ravahuja" href="/instructor/ravahuja" to="/instructor/ravahuja" class="cds-7 cds-1 cds-3 css-1yholzq cds-30"><span class=" css-6ecy9b">Rav Ahuja</span></a></div><div class=" css-kimdhf">IBM</div><div class="css-1dd751w"><span class=" css-kimdhf"><span>53 Courses</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span class=" css-kimdhf"><span>3,057,507 learners</span></span></div></div></div></div><div class="css-1f454bp"><div class="css-1oiads2"><div class="css-1f95hav"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera-instructor-photos.s3.amazonaws.com/e8/654a6fc65949ef834c0374a399dd4c/acangiano-socialmedia.jpg?auto=format%2Ccompress&dpr=1&w=75&h=75&fit=crop" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera-instructor-photos.s3.amazonaws.com/e8/654a6fc65949ef834c0374a399dd4c/acangiano-socialmedia.jpg?auto=format%2Ccompress&dpr=2&w=75&h=75&fit=crop 2x, https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera-instructor-photos.s3.amazonaws.com/e8/654a6fc65949ef834c0374a399dd4c/acangiano-socialmedia.jpg?auto=format%2Ccompress&dpr=3&w=75&h=75&fit=crop 3x" class="css-1hhx4js" style="max-width:75px;max-height:75px" alt="Antonio Cangiano"/></div><div><div><a data-click-key="unified_description_page.consumer_specialization_page.click.hero_instructor" data-click-value="{"href":"/instructor/acangiano","namespace":{"action":"click","app":"unified_description_page","component":"hero_instructor","page":"consumer_specialization_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="hero_instructor" data-track-href="/instructor/acangiano" href="/instructor/acangiano" to="/instructor/acangiano" class="cds-7 cds-1 cds-3 css-1yholzq cds-30"><span class=" css-6ecy9b">Antonio Cangiano</span></a></div><div class=" css-kimdhf">IBM</div><div class="css-1dd751w"><span class=" css-kimdhf"><span>5 Courses</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span class=" css-kimdhf"><span>229,237 learners</span></span></div></div></div></div></div><div class="css-132y21x"><div class="css-xs8kz1"><h3 class="cds-7 cds-Typography-base css-h1jogs cds-9">Offered by</h3></div><div class="css-1f454bp"><div class="css-1qp74jq"><div class="css-92f171"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/http://coursera-university-assets.s3.amazonaws.com/bb/f5ced2bdd4437aa79f00eb1bf7fbf0/IBM-Logo-Blk---Square.png?auto=format%2Ccompress&dpr=1&w=38&h=38&fit=fill" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/http://coursera-university-assets.s3.amazonaws.com/bb/f5ced2bdd4437aa79f00eb1bf7fbf0/IBM-Logo-Blk---Square.png?auto=format%2Ccompress&dpr=2&w=38&h=38&fit=fill 2x, https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/http://coursera-university-assets.s3.amazonaws.com/bb/f5ced2bdd4437aa79f00eb1bf7fbf0/IBM-Logo-Blk---Square.png?auto=format%2Ccompress&dpr=3&w=38&h=38&fit=fill 3x" style="max-width:38px;max-height:38px" alt=""/></div><div class="css-15g7tpu"><a data-click-key="unified_description_page.consumer_specialization_page.click.partner" data-click-value="{"href":"/partners/ibm-skills-network","namespace":{"action":"click","app":"unified_description_page","component":"partner","page":"consumer_specialization_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="partner" data-track-href="/partners/ibm-skills-network" href="/partners/ibm-skills-network" to="/partners/ibm-skills-network" class="cds-7 cds-1 cds-3 css-1stvmzy cds-30"><span class=" css-6ecy9b">IBM</span></a><button data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="syllabus_partner_more" class="cds-149 cds-button-disableElevation cds-button-ghost css-ellzee" tabindex="0" role="button" aria-label="Learn more about IBM" type="button"><span class="cds-button-label">Learn more</span></button></div><div role="presentation" dir="ltr" id="cds-react-aria-54" class="css-bhx7nn" style="position:fixed;z-index:10000;right:0;bottom:0;top:0;left:0;visibility:hidden"><div class="cds-163 cds-Modal-backdrop" aria-hidden="true" style="opacity:0;visibility:hidden"></div><div tabindex="0" data-test="sentinelStart"></div><div class="cds-Modal-container" style="opacity:0;visibility:hidden"><div data-focus-lock-disabled="disabled"><div aria-modal="true" aria-describedby="dialog-content-29a5f937-306f-4e74-b982-1ebc6e03777a" aria-labelledby="cds-react-aria-54-headingGroup" class="cds-Dialog-dialog" role="dialog"><div class="css-1lqbpgq"><button class="cds-149 cds-button-disableElevation cds-button-ghost css-1s96oj" tabindex="0" type="button"><span class="cds-button-label">Close<span class="cds-button-endIcon"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" id="cds-react-aria-55" class="css-0"><path fill-rule="evenodd" clip-rule="evenodd" d="M13.585 14.353l-11.94-12 .71-.706 11.94 12-.71.706z" fill="currentColor"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M14.344 2.353l-11.99 12-.708-.706 11.99-12 .708.706z" fill="currentColor"></path></svg></span></span></button></div><div data-testid="scroll-container" class="css-k0ld8m"><div id="cds-react-aria-54-headingGroup" class="css-1xq57z9"><h2 class=" css-tlf8h5">Offered by</h2></div><div id="dialog-content-29a5f937-306f-4e74-b982-1ebc6e03777a" class="css-11krhap"><div class="css-jbr8cm"><div class="css-10gtjds"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/http://coursera-university-assets.s3.amazonaws.com/bb/f5ced2bdd4437aa79f00eb1bf7fbf0/IBM-Logo-Blk---Square.png?auto=format%2Ccompress&dpr=1&w=88&h=88&fit=fill" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/http://coursera-university-assets.s3.amazonaws.com/bb/f5ced2bdd4437aa79f00eb1bf7fbf0/IBM-Logo-Blk---Square.png?auto=format%2Ccompress&dpr=2&w=88&h=88&fit=fill 2x, https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/http://coursera-university-assets.s3.amazonaws.com/bb/f5ced2bdd4437aa79f00eb1bf7fbf0/IBM-Logo-Blk---Square.png?auto=format%2Ccompress&dpr=3&w=88&h=88&fit=fill 3x" style="max-width:88px;max-height:88px" alt=""/></div><div class="css-14f7f6h"><a data-click-key="unified_description_page.consumer_specialization_page.click.partner" data-click-value="{"href":"/partners/ibm-skills-network","namespace":{"action":"click","app":"unified_description_page","component":"partner","page":"consumer_specialization_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="partner" data-track-href="/partners/ibm-skills-network" href="/partners/ibm-skills-network" to="/partners/ibm-skills-network" class="cds-7 cds-1 cds-3 css-1stvmzy cds-30"><span class="cds-7 cds-Typography-base css-bbd009 cds-9">IBM</span></a><p class=" css-4s48ix">At IBM, we know how rapidly tech evolves and recognize the crucial need for businesses and professionals to build job-ready, hands-on skills quickly. As a market-leading tech innovator, we’re committed to helping you thrive in this dynamic landscape. Through IBM Skills Network, our expertly designed training programs in AI, software development, cybersecurity, data science, business management, and more, provide the essential skills you need to secure your first job, advance your career, or drive business success. Whether you’re upskilling yourself or your team, our courses, Specializations, and Professional Certificates build the technical expertise that ensures you, and your organization, excel in a competitive world. </p></div></div></div><div class="css-1hllf5q"><button class="cds-149 cds-button-disableElevation cds-button-primary css-1aoqo4t" tabindex="0" type="button"><span class="cds-button-label">OK</span></button></div></div></div></div></div><div tabindex="0" data-test="sentinelEnd"></div></div></div></div></div></div></div></div></div></div></div><div id="testimonials" class="css-1cps6el"><div><div data-testid="" id="" class="css-box8pc"></div><div class="css-1lzurvc"><div class="cds-37 css-1l2e5pk cds-38 cds-43" data-testid="block_layout"><div class="cds-45 css-1kspkkz cds-46 cds-55 cds-63"><div class="cds-45 css-1qech6y cds-47 cds-grid-item cds-92"><div><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="user_testimonial" role="presentation"><h2 class="css-n19tcz">Why people choose Coursera for their career</h2><div class="cds-45 css-osw4ea cds-46"><div class="cds-45 css-0 cds-47 cds-grid-item cds-111"><div class="css-1el78bw"><div class="css-zy587f"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/growth_testimonials/passionate_learner/Felipe_Moitta.png?auto=format%2Ccompress&dpr=1&w=64&h=64&fit=crop" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/growth_testimonials/passionate_learner/Felipe_Moitta.png?auto=format%2Ccompress&dpr=2&w=64&h=64&fit=crop 2x, https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/growth_testimonials/passionate_learner/Felipe_Moitta.png?auto=format%2Ccompress&dpr=3&w=64&h=64&fit=crop 3x" class="css-1080lsv" style="max-width:64px;max-height:64px" alt=""/><div><div class=" css-6ecy9b">Felipe M.</div><div class=" css-1ena9as">Learner since 2018</div></div></div><div class=" css-1ena9as"><span>"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."</span></div></div></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-111"><div class="css-1el78bw"><div class="css-zy587f"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/growth_testimonials/passionate_learner/Jennifer_John.png?auto=format%2Ccompress&dpr=1&w=64&h=64&fit=crop" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/growth_testimonials/passionate_learner/Jennifer_John.png?auto=format%2Ccompress&dpr=2&w=64&h=64&fit=crop 2x, https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/growth_testimonials/passionate_learner/Jennifer_John.png?auto=format%2Ccompress&dpr=3&w=64&h=64&fit=crop 3x" class="css-1080lsv" style="max-width:64px;max-height:64px" alt=""/><div><div class=" css-6ecy9b">Jennifer J.</div><div class=" css-1ena9as">Learner since 2020</div></div></div><div class=" css-1ena9as"><span>"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."</span></div></div></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-111"><div class="css-1el78bw"><div class="css-zy587f"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/growth_testimonials/passionate_learner/Larry_Tao_Wang_1.png?auto=format%2Ccompress&dpr=1&w=64&h=64&fit=crop" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/growth_testimonials/passionate_learner/Larry_Tao_Wang_1.png?auto=format%2Ccompress&dpr=2&w=64&h=64&fit=crop 2x, https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/growth_testimonials/passionate_learner/Larry_Tao_Wang_1.png?auto=format%2Ccompress&dpr=3&w=64&h=64&fit=crop 3x" class="css-1080lsv" style="max-width:64px;max-height:64px" alt=""/><div><div class=" css-6ecy9b">Larry W.</div><div class=" css-1ena9as">Learner since 2021</div></div></div><div class=" css-1ena9as"><span>"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."</span></div></div></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-111"><div class="css-1el78bw"><div class="css-zy587f"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/growth_testimonials/passionate_learner/Chaitanya_Anand.png?auto=format%2Ccompress&dpr=1&w=64&h=64&fit=crop" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/growth_testimonials/passionate_learner/Chaitanya_Anand.png?auto=format%2Ccompress&dpr=2&w=64&h=64&fit=crop 2x, https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/growth_testimonials/passionate_learner/Chaitanya_Anand.png?auto=format%2Ccompress&dpr=3&w=64&h=64&fit=crop 3x" class="css-1080lsv" style="max-width:64px;max-height:64px" alt=""/><div><div class=" css-6ecy9b">Chaitanya A.</div></div></div><div class=" css-1ena9as"><span>"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."</span></div></div></div></div></div></div></div><div class="cds-45 css-d7c5ti cds-47 cds-grid-item cds-92"></div></div></div></div></div></div><div id="recommendations" class="css-1cps6el"><div><div data-testid="" id="" class="css-box8pc"></div><div class="css-1lzurvc"><div class="cds-37 css-jkfrt7 cds-38 cds-43" data-testid="block_layout"><div class="cds-45 css-1kspkkz cds-46 cds-55 cds-63"><div class="cds-45 css-1qech6y cds-47 cds-grid-item cds-92"><div class="css-1m3kxpf"><div class="css-5a2hyw"><h2 class=" css-tlf8h5">Explore more related skills</h2></div><ul class="css-yk0mzy"><li class="css-0"><span class="css-1l1jvyr"><a data-click-key="unified_description_page.consumer_specialization_page.click.seo_skills_link_tag" data-click-value="{"href":"https://www.coursera.org/courses?query=artificial%20intelligence%20(ai)","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_specialization_page"},"schema_type":"FRONTEND","skill":"Artificial Intelligence (AI)"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="seo_skills_link_tag" data-track-href="https://www.coursera.org/courses?query=artificial%20intelligence%20(ai)" href="https://www.coursera.org/courses?query=artificial%20intelligence%20(ai)" to="https://www.coursera.org/courses?query=artificial%20intelligence%20(ai)" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">Artificial Intelligence (AI)</a></span></li><li class="css-0"><span class="css-1l1jvyr"><a data-click-key="unified_description_page.consumer_specialization_page.click.seo_skills_link_tag" data-click-value="{"href":"https://www.coursera.org/courses?query=prompt%20engineering","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_specialization_page"},"schema_type":"FRONTEND","skill":"Prompt Engineering"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="seo_skills_link_tag" data-track-href="https://www.coursera.org/courses?query=prompt%20engineering" href="https://www.coursera.org/courses?query=prompt%20engineering" to="https://www.coursera.org/courses?query=prompt%20engineering" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">Prompt Engineering</a></span></li><li class="css-0"><span class="css-1l1jvyr"><a data-click-key="unified_description_page.consumer_specialization_page.click.seo_skills_link_tag" data-click-value="{"href":"https://www.coursera.org/courses?query=chatgpt","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_specialization_page"},"schema_type":"FRONTEND","skill":"ChatGPT"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="seo_skills_link_tag" data-track-href="https://www.coursera.org/courses?query=chatgpt" href="https://www.coursera.org/courses?query=chatgpt" to="https://www.coursera.org/courses?query=chatgpt" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">ChatGPT</a></span></li><li class="css-0"><span class="css-1l1jvyr"><a data-click-key="unified_description_page.consumer_specialization_page.click.seo_skills_link_tag" data-click-value="{"href":"https://www.coursera.org/courses?query=hugging%20face","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_specialization_page"},"schema_type":"FRONTEND","skill":"hugging face"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="seo_skills_link_tag" data-track-href="https://www.coursera.org/courses?query=hugging%20face" href="https://www.coursera.org/courses?query=hugging%20face" to="https://www.coursera.org/courses?query=hugging%20face" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">hugging face</a></span></li><li class="css-0"><span class="css-1l1jvyr"><a data-click-key="unified_description_page.consumer_specialization_page.click.seo_skills_link_tag" data-click-value="{"href":"https://www.coursera.org/courses?query=generative%20ai%20careers","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_specialization_page"},"schema_type":"FRONTEND","skill":"Generative AI Careers"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="seo_skills_link_tag" data-track-href="https://www.coursera.org/courses?query=generative%20ai%20careers" href="https://www.coursera.org/courses?query=generative%20ai%20careers" to="https://www.coursera.org/courses?query=generative%20ai%20careers" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">Generative AI Careers</a></span></li><li class="css-0"><span class="css-1l1jvyr"><a data-click-key="unified_description_page.consumer_specialization_page.click.seo_skills_link_tag" data-click-value="{"href":"https://www.coursera.org/courses?query=generative%20ai","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_specialization_page"},"schema_type":"FRONTEND","skill":"Generative AI"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="seo_skills_link_tag" data-track-href="https://www.coursera.org/courses?query=generative%20ai" href="https://www.coursera.org/courses?query=generative%20ai" to="https://www.coursera.org/courses?query=generative%20ai" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">Generative AI</a></span></li><li class="css-0"><span class="css-1l1jvyr"><a data-click-key="unified_description_page.consumer_specialization_page.click.seo_skills_link_tag" data-click-value="{"href":"https://www.coursera.org/courses?query=stable%20diffusion","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_specialization_page"},"schema_type":"FRONTEND","skill":"Stable Diffusion"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="seo_skills_link_tag" data-track-href="https://www.coursera.org/courses?query=stable%20diffusion" href="https://www.coursera.org/courses?query=stable%20diffusion" to="https://www.coursera.org/courses?query=stable%20diffusion" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">Stable Diffusion</a></span></li><li class="css-0"><span class="css-1l1jvyr"><a data-click-key="unified_description_page.consumer_specialization_page.click.seo_skills_link_tag" data-click-value="{"href":"https://www.coursera.org/courses?query=hugging%20face","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_specialization_page"},"schema_type":"FRONTEND","skill":"Hugging Face"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="seo_skills_link_tag" data-track-href="https://www.coursera.org/courses?query=hugging%20face" href="https://www.coursera.org/courses?query=hugging%20face" to="https://www.coursera.org/courses?query=hugging%20face" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">Hugging Face</a></span></li><li class="css-0"><span class="css-1l1jvyr"><a data-click-key="unified_description_page.consumer_specialization_page.click.seo_skills_link_tag" data-click-value="{"href":"https://www.coursera.org/courses?query=foundation%20models","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_specialization_page"},"schema_type":"FRONTEND","skill":"Foundation Models"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="seo_skills_link_tag" data-track-href="https://www.coursera.org/courses?query=foundation%20models" href="https://www.coursera.org/courses?query=foundation%20models" to="https://www.coursera.org/courses?query=foundation%20models" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">Foundation Models</a></span></li></ul></div></div></div></div></div><div><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="articles_unified_description_page_recs" 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data-click-value="{"href":"/business?utm_medium=coursera&utm_source=xdp&utm_campaign=website&utm_content=c4b-xdp-upsell-card&utm_term=out","namespace":{"action":"click","app":"unified_description_page","component":"upsell_cta_enterprise","page":"consumer_specialization_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="upsell_cta_enterprise" data-track-href="/business?utm_medium=coursera&utm_source=xdp&utm_campaign=website&utm_content=c4b-xdp-upsell-card&utm_term=out" href="/business?utm_medium=coursera&utm_source=xdp&utm_campaign=website&utm_content=c4b-xdp-upsell-card&utm_term=out" to="/business?utm_medium=coursera&utm_source=xdp&utm_campaign=website&utm_content=c4b-xdp-upsell-card&utm_term=out" class="cds-7 cds-1 cds-3 css-1nwoanv cds-30" aria-label="Learn more about Coursera for Business">Learn more<span class="css-3mda7n"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" id="cds-react-aria-58" class="css-0"><path fill-rule="evenodd" clip-rule="evenodd" d="M16.793 9.5L9.646 2.354l.708-.708L18.707 10l-8.353 8.354-.708-.707 7.147-7.147H2v-1h14.793z" fill="currentColor"></path></svg></span></a></div></div></div></div></div></div></div></div></div><div class="css-1cps6el"><div><div data-testid="" id="" class="css-box8pc"></div><div class="css-1lzurvc"><div class="cds-37 css-1l2e5pk cds-38 cds-43" data-testid="block_layout"><div class="cds-45 css-1kspkkz cds-46 cds-55 cds-63"><div class="cds-45 css-1qech6y cds-47 cds-grid-item cds-92"><div class="cds-45 css-osw4ea cds-46"><div class="cds-45 css-y8w9av cds-47 cds-grid-item cds-92"><h2 class="cds-7 cds-Typography-base css-bbd009 cds-9">Frequently asked questions</h2></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-116"><div class="css-13lf5kh"><div class="css-al6vf6"><div class="" data-testid="accordion-item"><div id="cds-react-aria-59" class="css-14b3dfn"><div data-testid="visually-hidden" aria-live="polite" id="cds-react-aria-59-expanded-descriptor" tabindex="-1" class="css-1whdyhf"></div><div aria-label="Collapsed" class="cds-ShowMoreList-listContainer" id="cds-react-aria-59-listContainer" role="list"><div aria-posinset="1" aria-setsize="10" role="listitem"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="faq_accordion" class="css-d101lu" role="presentation"><div class="css-fgk7n6"><div class="cds-AccordionRoot-focusContainer"><div class="cds-AccordionRoot-container cds-AccordionRoot-silent" id="cds-react-aria-60"><h3 aria-controls="cds-react-aria-60-accordion-panel" class="css-2i5uql"><button class="cds-149 cds-AccordionHeader-button css-1wk81cj" tabindex="0" type="button" aria-expanded="false" id="cds-react-aria-60-accordion-header"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="cds-AccordionHeader-chevron css-0" id="cds-react-aria-61"><path fill-rule="evenodd" clip-rule="evenodd" d="M14.293 10L5.646 1.354l.708-.708L15.707 10l-9.353 9.354-.708-.707L14.293 10z" fill="currentColor"></path></svg><div class="cds-AccordionHeader-content"><div class="cds-AccordionHeader-labelGroup"><span class=" css-6ecy9b">How long does it take to complete the Specialization?</span></div></div></button></h3><div class="cds-187 cds-189" style="min-height:0px"><div class="cds-190"><div class="cds-191"><div aria-labelledby="cds-react-aria-60-accordion-header" id="cds-react-aria-60-accordion-panel" role="region"><div class="css-gvhm8"><div class="css-i3hxxx"><div class="rc-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>This specialization is self-paced. On average, learners who spend 3–5 hours a week can complete it in 5 weeks.</span></span></p></div></div></div></div></div></div></div></div></div></div></div></div></div><div aria-posinset="2" aria-setsize="10" role="listitem"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="faq_accordion" class="css-d101lu" role="presentation"><div class="css-fgk7n6"><div class="cds-AccordionRoot-focusContainer"><div class="cds-AccordionRoot-container cds-AccordionRoot-silent" id="cds-react-aria-62"><h3 aria-controls="cds-react-aria-62-accordion-panel" class="css-2i5uql"><button class="cds-149 cds-AccordionHeader-button css-1wk81cj" tabindex="0" type="button" aria-expanded="false" id="cds-react-aria-62-accordion-header"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="cds-AccordionHeader-chevron css-0" id="cds-react-aria-63"><path fill-rule="evenodd" clip-rule="evenodd" d="M14.293 10L5.646 1.354l.708-.708L15.707 10l-9.353 9.354-.708-.707L14.293 10z" fill="currentColor"></path></svg><div class="cds-AccordionHeader-content"><div class="cds-AccordionHeader-labelGroup"><span class=" css-6ecy9b">What background knowledge is necessary?</span></div></div></button></h3><div class="cds-187 cds-189" style="min-height:0px"><div class="cds-190"><div class="cds-191"><div aria-labelledby="cds-react-aria-62-accordion-header" id="cds-react-aria-62-accordion-panel" role="region"><div class="css-gvhm8"><div class="css-i3hxxx"><div class="rc-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span> This specialization does not require any specific prerequisites. Basic knowledge of the core concepts and application of artificial intelligence may be helpful but is not mandatory. No programming knowledge is required. This course is suitable for learners with or without a degree.</span></span></p></div></div></div></div></div></div></div></div></div></div></div></div></div><div aria-posinset="3" aria-setsize="10" role="listitem"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="faq_accordion" class="css-d101lu" role="presentation"><div class="css-fgk7n6"><div class="cds-AccordionRoot-focusContainer"><div class="cds-AccordionRoot-container cds-AccordionRoot-silent" id="cds-react-aria-64"><h3 aria-controls="cds-react-aria-64-accordion-panel" class="css-2i5uql"><button class="cds-149 cds-AccordionHeader-button css-1wk81cj" tabindex="0" type="button" aria-expanded="false" id="cds-react-aria-64-accordion-header"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="cds-AccordionHeader-chevron css-0" id="cds-react-aria-65"><path fill-rule="evenodd" clip-rule="evenodd" d="M14.293 10L5.646 1.354l.708-.708L15.707 10l-9.353 9.354-.708-.707L14.293 10z" fill="currentColor"></path></svg><div class="cds-AccordionHeader-content"><div class="cds-AccordionHeader-labelGroup"><span class=" css-6ecy9b">Do I need to take the courses in a specific order?</span></div></div></button></h3><div class="cds-187 cds-189" style="min-height:0px"><div class="cds-190"><div class="cds-191"><div aria-labelledby="cds-react-aria-64-accordion-header" id="cds-react-aria-64-accordion-panel" role="region"><div class="css-gvhm8"><div class="css-i3hxxx"><div class="rc-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>The courses in this specialization have been designed in a logical sequence. It is recommended that the courses be taken in the order they are presented to derive maximum learning.</span></span></p></div></div></div></div></div></div></div></div></div></div></div></div></div><div class="cds-187 cds-ShowMoreList-collapseContainer cds-189" style="min-height:0px"><div class="cds-190"><div class="cds-191"><div aria-hidden="true" aria-posinset="4" aria-setsize="10" class="cds-ShowMoreList-firstExpandedItem" role="listitem" tabindex="-1"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="faq_accordion" class="css-d101lu" role="presentation"><div class="css-fgk7n6"><div class="cds-AccordionRoot-focusContainer"><div class="cds-AccordionRoot-container cds-AccordionRoot-silent" id="cds-react-aria-66"><h3 aria-controls="cds-react-aria-66-accordion-panel" class="css-2i5uql"><button class="cds-149 cds-AccordionHeader-button css-1wk81cj" tabindex="0" type="button" aria-expanded="false" id="cds-react-aria-66-accordion-header"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="cds-AccordionHeader-chevron css-0" id="cds-react-aria-67"><path fill-rule="evenodd" clip-rule="evenodd" d="M14.293 10L5.646 1.354l.708-.708L15.707 10l-9.353 9.354-.708-.707L14.293 10z" fill="currentColor"></path></svg><div class="cds-AccordionHeader-content"><div class="cds-AccordionHeader-labelGroup"><span class=" css-6ecy9b">Will I earn university credit for completing the Specialization?</span></div></div></button></h3><div class="cds-187 cds-189" style="min-height:0px"><div class="cds-190"><div class="cds-191"><div aria-labelledby="cds-react-aria-66-accordion-header" id="cds-react-aria-66-accordion-panel" role="region"><div class="css-gvhm8"><div class="css-i3hxxx"><div class="rc-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Not at this time.</span></span></p></div></div></div></div></div></div></div></div></div></div></div></div></div><div aria-hidden="true" aria-posinset="5" aria-setsize="10" class="" role="listitem"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="faq_accordion" class="css-d101lu" role="presentation"><div class="css-fgk7n6"><div class="cds-AccordionRoot-focusContainer"><div class="cds-AccordionRoot-container cds-AccordionRoot-silent" id="cds-react-aria-68"><h3 aria-controls="cds-react-aria-68-accordion-panel" class="css-2i5uql"><button class="cds-149 cds-AccordionHeader-button css-1wk81cj" tabindex="0" type="button" aria-expanded="false" id="cds-react-aria-68-accordion-header"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="cds-AccordionHeader-chevron css-0" id="cds-react-aria-69"><path fill-rule="evenodd" clip-rule="evenodd" d="M14.293 10L5.646 1.354l.708-.708L15.707 10l-9.353 9.354-.708-.707L14.293 10z" fill="currentColor"></path></svg><div class="cds-AccordionHeader-content"><div class="cds-AccordionHeader-labelGroup"><span class=" css-6ecy9b">What will I be able to do upon completing the Specialization?</span></div></div></button></h3><div class="cds-187 cds-189" style="min-height:0px"><div class="cds-190"><div class="cds-191"><div aria-labelledby="cds-react-aria-68-accordion-header" id="cds-react-aria-68-accordion-panel" role="region"><div class="css-gvhm8"><div class="css-i3hxxx"><div class="rc-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p data-text-variant="body1"><span><span>The specialization will prepare you with the comprehensive knowledge and practical skills to leverage the power of generative AI.</span></span></p><p data-text-variant="body1"><span><span>After completing this specialization, you will be able to:</span></span></p><ul><li aria-level="1" aria-posinset="1"><p data-text-variant="body1"><span><span>Explain the concept, evolution, capabilities, and applications of generative AI in different domains, including text, image, audio, video, virtual worlds, code, and data.</span></span></p></li><li aria-level="1" aria-posinset="2"><p data-text-variant="body1"><span><span>Discuss the features of common generative AI models and tools, such as GPT, DALL-E, Stable Diffusion, and Synthesia.</span></span></p></li><li aria-level="1" aria-posinset="3"><p data-text-variant="body1"><span><span>Explain the building blocks of effective prompts and the concept of prompt engineering.</span></span></p></li><li aria-level="1" aria-posinset="4"><p data-text-variant="body1"><span><span>Describe effective prompt techniques, approaches, and prompt engineering tools like IBM watsonx Prompt Lab, Spellbook, and Dust.</span></span></p></li><li aria-level="1" aria-posinset="5"><p data-text-variant="body1"><span><span>Describe foundation models and how AI applications can be developed using pre-trained models and platforms.</span></span></p></li><li aria-level="1" aria-posinset="6"><p data-text-variant="body1"><span><span>Explain how different generative AI platforms like IBM watsonx and Hugging Face can be used.</span></span></p></li><li aria-level="1" aria-posinset="7"><p data-text-variant="body1"><span><span>Describe the emerging ethical concerns and considerations for the responsible use of Generative AI. </span></span></p></li><li aria-level="1" aria-posinset="8"><p data-text-variant="body1"><span><span>Appreciate the economic and social impact of Generative AI.</span></span></p></li><li aria-level="1" aria-posinset="9"><p data-text-variant="body1"><span><span>Discuss potential career opportunities and enhancements emerging from the innovative adoption of Generative AI.</span></span></p></li></ul></div></div></div></div></div></div></div></div></div></div></div></div></div><div aria-hidden="true" aria-posinset="6" aria-setsize="10" class="" 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To get started, click the course card that interests you and enroll. You can enroll and complete the course to earn a shareable certificate, or you can audit it to view the course materials for free. When you subscribe to a course that is part of a Specialization, you’re automatically subscribed to the full Specialization. Visit your learner dashboard to track your progress.</span></span></p></div></div></div></div></div></div></div></div></div></div></div></div></div><div aria-hidden="true" aria-posinset="9" aria-setsize="10" class="" role="listitem"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="faq_accordion" class="css-d101lu" role="presentation"><div class="css-fgk7n6"><div class="cds-AccordionRoot-focusContainer"><div class="cds-AccordionRoot-container cds-AccordionRoot-silent" id="cds-react-aria-77"><h3 aria-controls="cds-react-aria-77-accordion-panel" class="css-2i5uql"><button class="cds-149 cds-AccordionHeader-button css-1wk81cj" tabindex="0" type="button" aria-expanded="false" id="cds-react-aria-77-accordion-header"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="cds-AccordionHeader-chevron css-0" id="cds-react-aria-78"><path fill-rule="evenodd" clip-rule="evenodd" d="M14.293 10L5.646 1.354l.708-.708L15.707 10l-9.353 9.354-.708-.707L14.293 10z" fill="currentColor"></path></svg><div class="cds-AccordionHeader-content"><div class="cds-AccordionHeader-labelGroup"><span class=" css-6ecy9b">Is financial aid available?</span></div></div></button></h3><div class="cds-187 cds-189" style="min-height:0px"><div class="cds-190"><div class="cds-191"><div aria-labelledby="cds-react-aria-77-accordion-header" id="cds-react-aria-77-accordion-panel" role="region"><div class="css-gvhm8"><div class="css-i3hxxx"><div class="rc-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. 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If you only want to read and view the course content, you can audit the course for free. If you cannot afford the fee, </span></span><span><a target="_blank" rel="noopener nofollow noreferrer" href="https://learner.coursera.help/hc/en-us/articles/209819033-Apply-for-Financial-Aid" class="css-o9h0g5" tabindex="0"><span><span>you can apply for financial aid</span></span><svg aria-labelledby="cds-react-aria-81-title" fill="none" focusable="false" height="16" role="img" viewBox="0 0 16 16" width="16" class="css-1fxlwhd" id="cds-react-aria-81"><title id="cds-react-aria-81-title">Opens in a new tab</title><path fill-rule="evenodd" clip-rule="evenodd" d="M1.5 3.5H6v1H2.5v9h9V10h1v4.5h-11v-11zM13.5 2.5H10v-1h4.5V6h-1V2.5z" fill="currentColor"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M6.646 8.646l7-7 .708.708-7 7-.708-.708z" fill="currentColor"></path></svg></a></span><span><span>.</span></span></p></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div><button class="cds-149 cds-ShowMoreList-ctaButton cds-button-disableElevation cds-button-ghost css-1s96oj" tabindex="0" type="button" aria-controls="cds-react-aria-59-listContainer" aria-expanded="false" aria-label="10 frequently asked questions"><span class="cds-button-label"><span class="cds-button-startIcon"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="cds-ShowMoreList-ctaIcon css-0" id="cds-react-aria-82"><path fill-rule="evenodd" clip-rule="evenodd" d="M11.293 8L4.646 1.354l.708-.708L12.707 8l-7.353 7.354-.708-.707L11.293 8z" fill="currentColor"></path></svg></span>Show all 10 frequently asked questions</span></button></div></div></div></div></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-112"><div class="css-3eeqip"><div class="css-juy9sj"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" id="cds-react-aria-83" class="css-0"><g clip-path="url(#cds-react-aria-83_0)" fill="currentColor"><path fill-rule="evenodd" clip-rule="evenodd" d="M10 1.5a8.5 8.5 0 100 17 8.5 8.5 0 000-17zM.5 10a9.5 9.5 0 1119 0 9.5 9.5 0 01-19 0z"></path><path d="M10 15.78a.87.87 0 100-1.74.87.87 0 000 1.74zM10 4.38a3.26 3.26 0 00-3.32 3.19v.22h1v-.22a2.32 2.32 0 014.64 0 2.162 2.162 0 01-.68 1.58l-1.08 1a3.08 3.08 0 00-1 2.26v.22h1v-.22a2.16 2.16 0 01.68-1.57l1.08-1a3.1 3.1 0 001-2.26A3.26 3.26 0 0010 4.38z"></path></g><defs><clipPath id="cds-react-aria-83_0"><path fill="#fff" d="M0 0h20v20H0z"></path></clipPath></defs></svg><div class="css-1dkarxs"><div class="css-w1uga4"><h3 class="cds-7 cds-Typography-base css-h1jogs cds-9">More questions</h3></div><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="faq_help_center_link" class="css-b0z14z" role="presentation"><a class="cds-7 cds-1 cds-3 css-1ibxsrf cds-30" href="https://learner.coursera.help/hc/" target="_blank">Visit the learner help center</a></div></div></div></div></div></div></div></div></div></div></div></div><div data-e2e="mobile-cta-module" class="css-10wbtda"><div class="with-enroll-modal"><div class="css-1etbrex"><form action="/specializations/generative-ai-for-everyone" method="GET" class="css-1y2xaj9"><input type="hidden" name="action" value="enroll"/><button class="cds-149 cds-button-disableElevation cds-button-primary css-1ma56ty" tabindex="0" type="submit" data-e2e="enroll-button" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="enroll_button" aria-disabled="false"><span class="cds-button-label"><div><span data-test="enroll-button-label">Enroll for Free</span><div class="startdate rc-StartDateString font-xs" data-test="start-date-string"><span>Starts Nov 23</span></div></div></span></button></form></div></div></div><div class="rc-S12nXDPSchemaMarkup"><div> <script type="application/ld+json"> {"@context":"http://schema.org","@graph":[{"@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"item":{"name":"Browse","@id":"https://www.coursera.org/browse"}},{"@type":"ListItem","position":2,"item":{"name":"Data Science","@id":"https://www.coursera.org/browse/data-science"}},{"@type":"ListItem","position":3,"item":{"name":"Machine Learning","@id":"https://www.coursera.org/browse/data-science/machine-learning#specialization"}}]},{"@id":"https://www.coursera.org/specializations/generative-ai-for-everyone#specialization","@type":"Course","name":"Generative AI Fundamentals","url":"https://www.coursera.org/specializations/generative-ai-for-everyone","About":{"@type":"Thing","name":["Artificial Intelligence (AI)","Prompt Engineering","ChatGPT","hugging face","Generative AI Careers","Generative AI","Stable Diffusion","Hugging Face","Foundation Models"],"subjectOf":"Generative AI Fundamentals"},"description":"Offered by IBM. 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class="rc-SubFooterSection__content-column-links" role="list"><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_specialization_page.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.org/learn/generative-ai-with-llms","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_specialization_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://www.coursera.org/learn/generative-ai-with-llms" href="https://www.coursera.org/learn/generative-ai-with-llms" to="https://www.coursera.org/learn/generative-ai-with-llms" class="rc-SubFooterSection__content-column-link-text" __typename="Seo_ComponentLink" id="ComponentLink~d2e34cc6cfa2677f22b0573779173e7c">AWS & DLAI GenAI with LLMs Course</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_specialization_page.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.org/learn/ai-for-everyone","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_specialization_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://www.coursera.org/learn/ai-for-everyone" href="https://www.coursera.org/learn/ai-for-everyone" to="https://www.coursera.org/learn/ai-for-everyone" class="rc-SubFooterSection__content-column-link-text" __typename="Seo_ComponentLink" 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role="listitem"><a data-click-key="unified_description_page.consumer_specialization_page.click.seo_directory_link" data-click-value="{"href":"https://partnerships.coursera.org/?utm_medium=coursera&utm_source=partnerships&utm_campaign=website&utm_content=corp-to-home-footer-become-a-partner","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_specialization_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://partnerships.coursera.org/?utm_medium=coursera&utm_source=partnerships&utm_campaign=website&utm_content=corp-to-home-footer-become-a-partner" href="https://partnerships.coursera.org/?utm_medium=coursera&utm_source=partnerships&utm_campaign=website&utm_content=corp-to-home-footer-become-a-partner" to="https://partnerships.coursera.org/?utm_medium=coursera&utm_source=partnerships&utm_campaign=website&utm_content=corp-to-home-footer-become-a-partner" class="rc-SubFooterSection__content-column-link-text">Become a Partner</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_specialization_page.click.seo_directory_link" data-click-value="{"href":"/social-impact","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_specialization_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="/social-impact" href="/social-impact" to="/social-impact" class="rc-SubFooterSection__content-column-link-text">Social Impact</a></li><li 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role="listitem"><a data-click-key="unified_description_page.consumer_specialization_page.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.org/partners","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_specialization_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_specialization_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://www.coursera.org/partners" href="https://www.coursera.org/partners" to="https://www.coursera.org/partners" class="rc-SubFooterSection__content-column-link-text">Partners</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_specialization_page.click.seo_directory_link" 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Specialization?\u003C\u002Ftext\u003E\u003C\u002Fco-content\u003E","dtdId":"s12n\u002F1","htmlWithMetadata":{"__typename":"CmlHtmlWithMetadata","html":"\u003Cdiv class=\"cmlToHtml-content-container\" style=\"white-space: pre-wrap\"\u003E\u003Cp\u003EWill I earn university credit for completing the Specialization?\u003C\u002Fp\u003E\u003C\u002Fdiv\u003E","metadata":{"__typename":"CmlHtmlMetadata","hasAssetBlock":false,"hasCodeBlock":false,"hasMath":false,"isPlainText":true}}}},"DescriptionPage_Faq:9409e888-5af8-45f8-a7cf-aa2fe4085a55":{"__typename":"DescriptionPage_Faq","id":"9409e888-5af8-45f8-a7cf-aa2fe4085a55","answer":{"__typename":"CmlContent","cmlValue":"\u003Cco-content\u003E\u003Ctext variant=\"body1\"\u003EThe specialization will prepare you with the comprehensive knowledge and practical skills to leverage the power of generative AI.\u003C\u002Ftext\u003E\u003Ctext variant=\"body1\"\u003EAfter completing this specialization, you will be able to:\u003C\u002Ftext\u003E\u003Clist 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variant=\"body1\"\u003EDiscuss potential career opportunities and enhancements emerging from the innovative adoption of Generative AI.\u003C\u002Ftext\u003E\u003C\u002Fli\u003E\u003C\u002Flist\u003E\u003C\u002Fco-content\u003E","dtdId":"s12n\u002F1","htmlWithMetadata":{"__typename":"CmlHtmlWithMetadata","html":"\u003Cdiv class=\"cmlToHtml-content-container\" style=\"white-space: pre-wrap\"\u003E\u003Cp data-text-variant=\"body1\"\u003EThe specialization will prepare you with the comprehensive knowledge and practical skills to leverage the power of generative AI.\u003C\u002Fp\u003E\u003Cp data-text-variant=\"body1\"\u003EAfter completing this specialization, you will be able to:\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli aria-level=\"1\" aria-posinset=\"1\" style=\"\"\u003E\u003Cp data-text-variant=\"body1\"\u003EExplain the concept, evolution, capabilities, and applications of generative AI in different domains, including text, image, audio, video, virtual worlds, code, and 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\":\"CxuUpUdMRCC3R5mHjcrJzw\",\"parameterName\":\"sessionsV2EnrollmentEnabled\",\"id\":144,\"version\":1,\"value\":false,\"status\":\"RUNNING\"},{\"namespace\":\"GrowthDiscovery\",\"idForAllocation\":\"8885484227-1732366414331\",\"experimentId\":\"JCi38L8rEeyN4LMGyyJm3g\",\"variantId\":\"TRD7qa0NQt66Yo6qcwVBYQ\",\"parameterName\":\"showCoBrandingPartnerLogos\",\"id\":146,\"version\":1,\"value\":true,\"status\":\"RUNNING\"},{\"namespace\":\"GrowthDiscovery\",\"idForAllocation\":\"8885484227-1732366414331\",\"experimentId\":\"byi9u4sgEe-NQwr_9eIcPw\",\"variantId\":\"RRHV8Y-uQuqR1fGPrpLqsg\",\"parameterName\":\"productCardLeftVsRight\",\"id\":147,\"version\":1,\"value\":\"control\",\"status\":\"RUNNING\"},{\"namespace\":\"BlueJays\",\"idForAllocation\":\"8885484227-1732366414331\",\"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\":\"8885484227-1732366414331\",\"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\":\"8885484227-1732366414331\",\"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>