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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>*{-webkit-font-smoothing:antialiased;-moz-osx-font-smoothing:grayscale}*,:after,:before{box-sizing:border-box}html{position:relative;min-height:100%;font-family:system-ui,Segoe UI,Roboto,Helvetica,Arial,sans-serif,Apple Color Emoji,Segoe UI Emoji;font-size:16px;line-height:1.15}body{margin:0;font:var(--cds-typography-body-primary);letter-spacing:var(--cds-letter-spacing-0);color:var(--cds-color-neutral-primary);background-color:var(--cds-color-white-0)}code{padding:2px 4px;font-size:90%;color:#c7254e;background-color:#f9f2f4;white-space:nowrap;border-radius:4px}pre{overflow:auto;display:block;padding:9.5px;margin:0 0 10px;font-size:13px;line-height:1.4286;word-break:break-all;word-wrap:break-word;color:#333;background-color:#f5f5f5;border:1px solid #ccc;border-radius:4px}code,pre{font-family:Menlo,Monaco,Consolas,Courier New,monospace;font-size:1em}pre code{padding:0;font-size:inherit;color:inherit;white-space:pre-wrap;background-color:transparent;border-radius:0}button{line-height:inherit;color:inherit;font:inherit;margin:0;text-transform:none;cursor:pointer;overflow:visible}[type=button],[type=reset],[type=submit],button{-webkit-appearance:button}th{text-align:left}table{max-width:100%;background-color:transparent;border-collapse:collapse;border-spacing:0}table col[class*=col-]{position:static;float:none;display:table-column}table td[class*=col-],table th[class*=col-]{position:static;float:none;display:table-cell}table>caption{caption-side:top!important}caption{padding-top:var(--cds-spacing-150);padding-bottom:var(--cds-spacing-150);color:#636363;text-align:left;caption-side:bottom}td,th{padding:0}input,optgroup,select,textarea{color:inherit;font:inherit;margin:0}select{text-transform:none}input{line-height:normal}input[type=checkbox],input[type=radio]{box-sizing:border-box;padding:0}[type=search]{outline-offset:-2px;box-sizing:content-box}fieldset{padding:0;margin:0;border:0;min-width:0}textarea{resize:vertical;overflow:auto}optgroup{font-weight:700}legend{display:block;width:100%;max-width:100%;padding:0;margin:0;font-size:1.5rem;line-height:inherit;border:0;border-bottom:1px solid #e5e5e5;color:inherit;display:table;white-space:normal}label{display:inline-block;line-height:1;font-size:var(--cds-font-size-body1);margin-bottom:var(--cds-spacing-100);font-weight:var(--cds-font-weight-400)}input{overflow:visible}input[type=checkbox],input[type=radio]{margin:1px 0 0}input[type=file]{display:block}input[type=range]{display:block;width:100%}select[multiple],select[size]{height:auto}input[type=checkbox]:focus,input[type=file]:focus,input[type=radio]:focus{outline:thin dotted;outline-offset:-2px}input,select,textarea{font-family:inherit;font-size:inherit;line-height:inherit}a{color:var(--cds-color-interactive-primary);text-decoration:none;background:transparent}a:focus,a:hover{text-decoration:underline}a:focus{outline:0}a:not([href]):not([tabindex]),a:not([href]):not([tabindex]):focus,a:not([href]):not([tabindex]):hover{color:inherit;text-decoration:none}a:not([href]):not([tabindex]):focus{outline:none}h1,h2,h3,h4,h5,h6{color:inherit;padding:0;margin:var(--cds-spacing-100) 0}h1 small,h2 small,h3 small,h4 small,h5 small,h6 small{font-weight:400;line-height:1;color:#999}h1 small,h2 small,h3 small{font-size:65%}h4 small,h5 small,h6 small{font-size:75%}h1{font:var(--cds-typography-title-large);letter-spacing:var(--cds-letter-spacing-minus100)}h2{font:var(--cds-typography-title-medium)}h2,h3{letter-spacing:var(--cds-letter-spacing-minus50)}h3{font:var(--cds-typography-title-small)}h4{font:var(--cds-typography-subtitle-large)}h4,h5{letter-spacing:var(--cds-letter-spacing-minus30)}h5{font:var(--cds-typography-subtitle-medium)}h6{font:var(--cds-typography-body-secondary);line-height:var(--cds-letter-spacing-0)}p{margin:var(--cds-spacing-100) 0}b,strong{font-weight:bolder}small{font-size:85%}sub,sup{font-size:75%;line-height:0;position:relative;vertical-align:baseline}sup{top:-.5em}sub{bottom:-.25em}ol ol,ol ul,ul ol,ul ul{margin-bottom:0}dd,dt{line-height:1.4286}dt{font-weight:700}dl,ol,ul{margin-top:0;margin-bottom:1rem}dd{margin-bottom:.5rem;margin-left:0}blockquote{padding:10px 20px;margin:0 0 1rem;font-size:17.5px;border-left:5px solid #eee}blockquote ol:last-child,blockquote p:last-child,blockquote ul:last-child{margin-bottom:0}blockquote footer,blockquote small{display:block;font-size:80%;line-height:1.4286;color:#999}blockquote footer:before,blockquote small:before{content:"\2014 \00A0"}blockquote:after,blockquote:before{content:""}figure{margin:0 0 1rem}img{vertical-align:middle;border:0}svg:not(:root){overflow:hidden}hr{box-sizing:content-box;height:0;overflow:visible;margin-top:20px;margin-bottom:20px;border:0;border-top:1px solid var(--cds-color-neutral-stroke-primary-weak)}[hidden]{display:none!important}[role=button]{cursor:pointer}progress{vertical-align:baseline}mark{background:#ff0;color:#000}audio:not([controls]){display:none;height:0}[hidden],template{display:none}.h1,.h2,.h3,.h4,.h5,.h6{margin-bottom:.5rem}.body{font-size:.875rem;line-height:1.5rem}.caption{font-size:.75rem;line-height:1.125rem}.bold{font-family:var(--cds-font-family-source-sans-pro);font-weight:700}.hide{display:none}.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 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(min-width:1024px) { .cds-39 { max-width: 1024px; } } @media (min-width:1440px) { .cds-39 { max-width: 1440px; } } @media (min-width:1920px) { .cds-39 { max-width: 1920px; } } @media (min-width:0px) { .cds-40 { max-width: 444px; } } @media (min-width:600px) { .cds-41 { max-width: 600px; } } @media (min-width:1024px) { .cds-42 { max-width: 1024px; } } @media (min-width:1440px) { .cds-43 { max-width: 1440px; } } @media (min-width:1920px) { .cds-44 { max-width: 1920px; } } .cds-46 { width: 100%; display: flex; flex-wrap: wrap; box-sizing: border-box; } .cds-47 { margin: 0; box-sizing: border-box; } .cds-48 { min-width: 0; } .cds-49 { flex-direction: column; } .cds-50 { flex-direction: column-reverse; } .cds-51 { flex-direction: row-reverse; } .cds-52 { flex-wrap: nowrap; } .cds-53 { flex-wrap: wrap-reverse; } .cds-54 { align-items: center; } .cds-55 { align-items: flex-start; } .cds-56 { align-items: flex-end; } .cds-57 { align-items: baseline; } .cds-58 { align-content: center; } .cds-59 { align-content: flex-start; } .cds-60 { align-content: flex-end; } .cds-61 { align-content: space-between; } .cds-62 { align-content: space-around; } .cds-63 { justify-content: center; } .cds-64 { justify-content: flex-end; } .cds-65 { justify-content: space-between; } .cds-66 { justify-content: space-around; } .cds-67 { justify-content: space-evenly; } .cds-68 { width: calc(100% + 0px); margin: -0px; } .cds-68 > .cds-47 { padding: 0px; } .cds-69 { width: calc(100% + NaNundefined); margin: -NaNundefined; } .cds-69 > .cds-47 { padding: NaNundefined; } .cds-70 { width: calc(100% + NaNundefined); margin: -NaNundefined; } .cds-70 > .cds-47 { padding: NaNundefined; } .cds-71 { width: calc(100% + NaNundefined); margin: -NaNundefined; } .cds-71 > .cds-47 { padding: NaNundefined; } .cds-72 { width: calc(100% + NaNvar(--cds-spacing-50)); margin: -NaNvar(--cds-spacing-50); } .cds-72 > .cds-47 { padding: NaNvar(--cds-spacing-50); } .cds-73 { width: calc(100% + NaNundefined); margin: -NaNundefined; } .cds-73 > .cds-47 { padding: NaNundefined; } .cds-74 { width: calc(100% + NaNundefined); margin: -NaNundefined; } .cds-74 > .cds-47 { padding: NaNundefined; } .cds-75 { width: calc(100% + NaNundefined); margin: -NaNundefined; } .cds-75 > .cds-47 { padding: NaNundefined; } .cds-76 { width: calc(100% + NaNvar(--cds-spacing-100)); margin: -NaNvar(--cds-spacing-100); } .cds-76 > .cds-47 { padding: NaNvar(--cds-spacing-100); } .cds-77 { width: calc(100% + NaNundefined); margin: -NaNundefined; } .cds-77 > .cds-47 { padding: NaNundefined; } .cds-78 { width: calc(100% + NaNundefined); margin: -NaNundefined; } .cds-78 > .cds-47 { padding: NaNundefined; } .cds-79 { flex-grow: 0; max-width: none; flex-basis: auto; } .cds-80 { flex-grow: 1; max-width: 100%; flex-basis: 0; } .cds-81 { flex-grow: 0; max-width: 8.333333%; flex-basis: 8.333333%; } .cds-82 { flex-grow: 0; max-width: 16.666667%; flex-basis: 16.666667%; } .cds-83 { flex-grow: 0; max-width: 25%; flex-basis: 25%; } .cds-84 { flex-grow: 0; max-width: 33.333333%; flex-basis: 33.333333%; } .cds-85 { flex-grow: 0; max-width: 41.666667%; flex-basis: 41.666667%; } .cds-86 { flex-grow: 0; max-width: 50%; flex-basis: 50%; } .cds-87 { flex-grow: 0; max-width: 58.333333%; flex-basis: 58.333333%; } .cds-88 { flex-grow: 0; max-width: 66.666667%; flex-basis: 66.666667%; } .cds-89 { flex-grow: 0; max-width: 75%; flex-basis: 75%; } .cds-90 { flex-grow: 0; max-width: 83.333333%; flex-basis: 83.333333%; } .cds-91 { flex-grow: 0; max-width: 91.666667%; flex-basis: 91.666667%; } .cds-92 { flex-grow: 0; max-width: 100%; flex-basis: 100%; } @media (min-width:600px) { .cds-93 { flex-grow: 0; max-width: none; flex-basis: auto; } .cds-94 { flex-grow: 1; max-width: 100%; flex-basis: 0; } .cds-95 { flex-grow: 0; max-width: 8.333333%; flex-basis: 8.333333%; } .cds-96 { flex-grow: 0; max-width: 16.666667%; flex-basis: 16.666667%; } .cds-97 { flex-grow: 0; max-width: 25%; flex-basis: 25%; } .cds-98 { flex-grow: 0; max-width: 33.333333%; flex-basis: 33.333333%; } .cds-99 { flex-grow: 0; max-width: 41.666667%; flex-basis: 41.666667%; } .cds-100 { flex-grow: 0; max-width: 50%; flex-basis: 50%; } .cds-101 { flex-grow: 0; max-width: 58.333333%; flex-basis: 58.333333%; } .cds-102 { flex-grow: 0; max-width: 66.666667%; flex-basis: 66.666667%; } .cds-103 { flex-grow: 0; max-width: 75%; flex-basis: 75%; } .cds-104 { flex-grow: 0; max-width: 83.333333%; flex-basis: 83.333333%; } .cds-105 { flex-grow: 0; max-width: 91.666667%; flex-basis: 91.666667%; } .cds-106 { flex-grow: 0; max-width: 100%; flex-basis: 100%; } } @media (min-width:1024px) { .cds-107 { flex-grow: 0; max-width: none; flex-basis: auto; } .cds-108 { flex-grow: 1; max-width: 100%; flex-basis: 0; } .cds-109 { flex-grow: 0; max-width: 8.333333%; flex-basis: 8.333333%; } .cds-110 { flex-grow: 0; max-width: 16.666667%; flex-basis: 16.666667%; } .cds-111 { flex-grow: 0; max-width: 25%; flex-basis: 25%; } .cds-112 { flex-grow: 0; max-width: 33.333333%; flex-basis: 33.333333%; } .cds-113 { flex-grow: 0; max-width: 41.666667%; flex-basis: 41.666667%; } .cds-114 { flex-grow: 0; max-width: 50%; flex-basis: 50%; } .cds-115 { flex-grow: 0; max-width: 58.333333%; flex-basis: 58.333333%; } .cds-116 { flex-grow: 0; max-width: 66.666667%; flex-basis: 66.666667%; } .cds-117 { flex-grow: 0; max-width: 75%; flex-basis: 75%; } .cds-118 { flex-grow: 0; max-width: 83.333333%; flex-basis: 83.333333%; } .cds-119 { flex-grow: 0; max-width: 91.666667%; flex-basis: 91.666667%; } .cds-120 { flex-grow: 0; max-width: 100%; flex-basis: 100%; } } @media (min-width:1440px) { .cds-121 { flex-grow: 0; max-width: none; flex-basis: auto; } .cds-122 { flex-grow: 1; max-width: 100%; flex-basis: 0; } .cds-123 { flex-grow: 0; max-width: 8.333333%; flex-basis: 8.333333%; } .cds-124 { flex-grow: 0; max-width: 16.666667%; flex-basis: 16.666667%; } .cds-125 { flex-grow: 0; max-width: 25%; flex-basis: 25%; } .cds-126 { flex-grow: 0; max-width: 33.333333%; flex-basis: 33.333333%; } .cds-127 { flex-grow: 0; max-width: 41.666667%; flex-basis: 41.666667%; } .cds-128 { flex-grow: 0; max-width: 50%; flex-basis: 50%; } .cds-129 { flex-grow: 0; max-width: 58.333333%; flex-basis: 58.333333%; } .cds-130 { flex-grow: 0; max-width: 66.666667%; flex-basis: 66.666667%; } .cds-131 { flex-grow: 0; max-width: 75%; flex-basis: 75%; } .cds-132 { flex-grow: 0; max-width: 83.333333%; flex-basis: 83.333333%; } .cds-133 { flex-grow: 0; max-width: 91.666667%; flex-basis: 91.666667%; } .cds-134 { flex-grow: 0; max-width: 100%; flex-basis: 100%; } } @media (min-width:1920px) { .cds-135 { flex-grow: 0; max-width: none; flex-basis: auto; } .cds-136 { flex-grow: 1; max-width: 100%; flex-basis: 0; } .cds-137 { flex-grow: 0; max-width: 8.333333%; flex-basis: 8.333333%; } .cds-138 { flex-grow: 0; max-width: 16.666667%; flex-basis: 16.666667%; } .cds-139 { flex-grow: 0; max-width: 25%; flex-basis: 25%; } .cds-140 { flex-grow: 0; max-width: 33.333333%; flex-basis: 33.333333%; } .cds-141 { flex-grow: 0; max-width: 41.666667%; flex-basis: 41.666667%; } .cds-142 { flex-grow: 0; max-width: 50%; flex-basis: 50%; } .cds-143 { flex-grow: 0; max-width: 58.333333%; flex-basis: 58.333333%; } .cds-144 { flex-grow: 0; max-width: 66.666667%; flex-basis: 66.666667%; } .cds-145 { flex-grow: 0; max-width: 75%; flex-basis: 75%; } .cds-146 { flex-grow: 0; max-width: 83.333333%; flex-basis: 83.333333%; } .cds-147 { flex-grow: 0; max-width: 91.666667%; flex-basis: 91.666667%; } .cds-148 { flex-grow: 0; max-width: 100%; flex-basis: 100%; } } .cds-187 { height: 0; overflow: hidden; transition: height 300ms cubic-bezier(0.4, 0, 0.2, 1) 0ms; } .cds-188 { height: auto; overflow: visible; } .cds-189 { visibility: hidden; } .cds-190 { display: flex; } .cds-191 { width: 100%; } .cds-149 { color: inherit; border: 0; cursor: pointer; margin: 0; display: inline-flex; outline: 0; padding: 0; position: relative; align-items: center; user-select: none; border-radius: 0; vertical-align: middle; -moz-appearance: none; justify-content: center; text-decoration: none; background-color: transparent; -webkit-appearance: none; -webkit-tap-highlight-color: transparent; } .cds-149::-moz-focus-inner { border-style: none; } .cds-149.cds-150 { cursor: default; pointer-events: none; } @media print { .cds-149 { color-adjust: exact; } } .cds-178 { top: 0; left: 0; right: 0; bottom: 0; display: flex; z-index: -1; position: fixed; align-items: center; justify-content: center; background-color: rgba(0, 0, 0, 0.5); -webkit-tap-highlight-color: transparent; } .cds-179 { background-color: transparent; } .cds-152 { z-index: 11000; pointer-events: none; } .cds-153 { pointer-events: auto; } .cds-154[x-placement*="bottom"] .cds-157 { top: 0; left: 0; margin-top: -0.71em; margin-left: 4px; margin-right: 4px; } .cds-154[x-placement*="top"] .cds-157 { left: 0; bottom: 0; margin-left: 4px; margin-right: 4px; margin-bottom: -0.71em; } .cds-154[x-placement*="right"] .cds-157 { left: 0; width: 0.71em; height: 1em; margin-top: 4px; margin-left: -0.71em; margin-bottom: 4px; } .cds-154[x-placement*="left"] .cds-157 { right: 0; width: 0.71em; height: 1em; margin-top: 4px; margin-right: -0.71em; margin-bottom: 4px; } .cds-154[x-placement*="left"] .cds-157::before { transform-origin: 0 0; } .cds-154[x-placement*="right"] .cds-157::before { transform-origin: 100% 100%; } .cds-154[x-placement*="top"] .cds-157::before { transform-origin: 100% 0; } .cds-154[x-placement*="bottom"] .cds-157::before { transform-origin: 0 100%; } .cds-155 { color: #fff; padding: 4px 8px; font-size: 0.625rem; max-width: 300px; word-wrap: break-word; font-family: var(--cds-font-family-source-sans-pro); line-height: 1.4em; border-radius: 4px; background-color: rgba(97, 97, 97, 0.9); } .cds-156 { margin: 0; position: relative; } .cds-157 { color: rgba(97, 97, 97, 0.9); width: 1em; height: 0.71em; overflow: hidden; position: absolute; box-sizing: border-box; } .cds-157::before { width: 100%; height: 100%; margin: auto; content: ""; display: block; transform: rotate(45deg); background-color: currentColor; } .cds-158 { padding: 8px 16px; font-size: 0.875rem; line-height: 1.14286em; } .cds-159 { margin: 0 24px ; transform-origin: right center; } @media (min-width:600px) { .cds-159 { margin: 0 14px; } } .cds-160 { margin: 0 24px; transform-origin: left center; } @media (min-width:600px) { .cds-160 { margin: 0 14px; } } .cds-161 { margin: 24px 0; transform-origin: center bottom; } @media (min-width:600px) { .cds-161 { margin: 14px 0; } } .cds-162 { margin: 24px 0; transform-origin: center top; } @media (min-width:600px) { .cds-162 { margin: 14px 0; } } @media (min-width:0px) and (max-width:599.95px) { .cds-163 { display: none; } } @media (min-width:0px) { .cds-164 { display: none; } } @media (max-width:599.95px) { .cds-165 { display: none; } } @media (min-width:600px) and (max-width:1023.95px) { .cds-166 { display: none; } } @media (min-width:600px) { .cds-167 { display: none; } } @media (max-width:1023.95px) { .cds-168 { display: none; } } @media (min-width:1024px) and (max-width:1439.95px) { .cds-169 { display: none; } } @media (min-width:1024px) { .cds-170 { display: none; } } @media (max-width:1439.95px) { .cds-171 { display: none; } } @media (min-width:1440px) and (max-width:1919.95px) { .cds-172 { display: none; } } @media (min-width:1440px) { .cds-173 { display: none; } } @media (max-width:1919.95px) { .cds-174 { display: none; } } @media (min-width:1920px) { .cds-175 { display: none; } } @media (min-width:1920px) { .cds-176 { display: none; } } @media (min-width:0px) { .cds-177 { display: none; } } .cds-180 { border: none; height: 1px; margin: 0; flex-shrink: 0; background-color: rgba(0, 0, 0, 0.12); } .cds-181 { left: 0; width: 100%; bottom: 0; position: absolute; } .cds-182 { margin-left: 72px; } .cds-183 { background-color: rgba(0, 0, 0, 0.08); } .cds-185 { width: 1px; height: 100%; } .cds-186 { height: auto; align-self: stretch; } .cds-203 { padding: 6px 12px; overflow: hidden; position: relative; max-width: 264px; min-width: 72px; box-sizing: border-box; min-height: 48px; text-align: center; flex-shrink: 0; white-space: normal; } @media (min-width:600px) { .cds-203 { min-width: 160px; } } .cds-204 { min-height: 72px; padding-top: 9px; } .cds-204 .cds-212 > *:first-child { margin-bottom: 6px; } .cds-205 { color: inherit; opacity: 0.7; } .cds-205.cds-208 { opacity: 1; } .cds-205.cds-209 { opacity: 0.5; } .cds-206 { color: rgba(0, 0, 0, 0.54); } .cds-206.cds-208 { color: #3f51b5; } .cds-206.cds-209 { color: rgba(0, 0, 0, 0.38); } .cds-207 { color: rgba(0, 0, 0, 0.54); } .cds-207.cds-208 { color: #f50057; } .cds-207.cds-209 { color: rgba(0, 0, 0, 0.38); } .cds-210 { flex-grow: 1; max-width: none; flex-basis: 0; flex-shrink: 1; } .cds-211 { font-size: 0.75rem; line-height: 1.5; } .cds-212 { width: 100%; display: inline-flex; align-items: center; flex-direction: column; justify-content: center; } .cds-213 { width: 100%; bottom: 0; height: 2px; position: absolute; transition: all 300ms cubic-bezier(0.4, 0, 0.2, 1) 0ms; } .cds-214 { background-color: #3f51b5; } .cds-215 { background-color: #f50057; } .cds-216 { right: 0; width: 2px; height: 100%; } .cds-192 { display: flex; overflow: hidden; min-height: 48px; -webkit-overflow-scrolling: touch; } .cds-193 { flex-direction: column; } .cds-194 { display: flex; } .cds-195 { flex-direction: column; } .cds-196 { justify-content: center; } .cds-197 { flex: 1 1 auto; display: inline-block; position: relative; white-space: nowrap; } .cds-198 { width: 100%; overflow-x: hidden; } .cds-199 { overflow-x: scroll; scrollbar-width: none; } .cds-199::-webkit-scrollbar { display: none; } @media (max-width:599.95px) { .cds-201 { display: none; } }</style> <style data-emotion="css 0 k6t41h 1popniv 1p7n6e0 7x8owt 1u8qly9 vhadi 1kspkkz az8ufr j6ha89 f31nvc 1dswftd 1v75btn jawg1x zarqz9 1cxrrkn 1ywvkny guxf6x 1xuo44u 1ickw1p o1szhl b7zsru 1g4qm1d sll922 12xwvkc 128pc2l hanxyc 1h9ktwj xdsj4k 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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) 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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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cds-47 cds-grid-item cds-92"><div class="css-1ujzbfc"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/http://coursera-university-assets.s3.amazonaws.com/1b/bdf48065584cbe8e096669d9dd4852/LogoFiles_DeepLearning_Coursera_200x48.png?auto=format%2Ccompress&dpr=1&h=45" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/http://coursera-university-assets.s3.amazonaws.com/1b/bdf48065584cbe8e096669d9dd4852/LogoFiles_DeepLearning_Coursera_200x48.png?auto=format%2Ccompress&dpr=2&h=45 2x, https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/http://coursera-university-assets.s3.amazonaws.com/1b/bdf48065584cbe8e096669d9dd4852/LogoFiles_DeepLearning_Coursera_200x48.png?auto=format%2Ccompress&dpr=3&h=45 3x" class="css-1f9gt0j" style="max-height:45px" alt="DeepLearning.AI"/></div></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-115"><h1 class="cds-7 cds-Typography-base css-1xy8ceb cds-9" data-e2e="hero-title">Machine Learning in Production</h1><div class="css-12wvpfc"></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/2a/6192a04f1311e7ba12057425631cbc/AndrewNg-Headshot.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/2a/6192a04f1311e7ba12057425631cbc/AndrewNg-Headshot.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/2a/6192a04f1311e7ba12057425631cbc/AndrewNg-Headshot.jpg?auto=format%2Ccompress&dpr=3&w=75&h=75&fit=crop 3x" class="css-1hhx4js" style="max-width:75px;max-height:75px" alt="Andrew Ng"/></div></div><div class="css-wdxrh4"><div class="css-guxf6x"><p class="css-4s48ix"><span>Instructor: <a data-click-key="unified_description_page.consumer_course_page.click.hero_instructor" data-click-value="{"href":"/instructor/andrewng","namespace":{"action":"click","app":"unified_description_page","component":"hero_instructor","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="hero_instructor" data-track-href="/instructor/andrewng" href="/instructor/andrewng" to="/instructor/andrewng" class="cds-7 cds-1 cds-3 css-1uwt8wn cds-30"><span class="css-4s48ix">Andrew Ng</span></a> </span></p></div><div class="css-o97br"><div class="css-vg4xnv"><div class="css-m47fy3"><p class="css-5fnvki">Top Instructor</p></div></div></div></div></div></div><div class="css-y6ppwi"><div class="css-uexgjw"><div class="with-enroll-modal"><div class="css-1etbrex"><form action="/learn/introduction-to-machine-learning-in-production" method="GET" class="css-1y2xaj9"><input type="hidden" name="action" value="enroll"/><button class="cds-149 cds-button-disableElevation cds-button-primary css-1h79nj2" tabindex="0" type="submit" data-e2e="enroll-button" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_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-testid="start-date-string"><span>Starts Feb 17</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_course_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>132,398</span></strong> already enrolled</span></p></div></div></div></div></div><div class="css-bhg900"></div></div><div class="cds-45 css-xtzux6 cds-47 cds-grid-item" data-e2e="key-information"><div class="css-7bag3v"><div class="cds-170"><div class="css-dwgey1"><div><div class="css-fk6qfz"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="kim_view_syllabus" class="css-89fcrv" role="presentation"><a class="cds-7 cds-1 cds-3 css-17cxvu3 cds-30" href="#modules">3 modules</a></div></div><div class="css-fw9ih3">Gain insight into a topic and learn the fundamentals.</div></div></div><div class="css-dwgey1"><div class="css-139h6xi"><div class="cds-7 cds-Typography-base css-h1jogs cds-9" aria-label="4.8 stars" role="group">4.8</div><div class="css-in7c14"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" id="cds-react-aria-:Raip6kqkdmla:" class="css-17st3jf"><path d="M10 14.063l-3.417 2.041a.747.747 0 01-.833-.042.752.752 0 01-.25-.343.706.706 0 01-.02-.448l.895-3.813-3.02-2.562a.68.68 0 01-.23-.386.887.887 0 01.02-.427.687.687 0 01.23-.343.741.741 0 01.417-.157L7.75 7.23l1.563-3.625A.754.754 0 0110 3.146a.747.747 0 01.688.458L12.25 7.25l3.958.333c.167.014.306.07.417.167a.771.771 0 01.24.77.74.74 0 01-.24.376l-3 2.562.896 3.813a.706.706 0 01-.02.448.752.752 0 01-.25.344.747.747 0 01-.834.041L10 14.063z" fill="currentColor"></path></svg></div></div><p class="css-vac8rf">(3,154 reviews)</p></div><div class="css-dwgey1"><div><div class="css-fk6qfz">Intermediate level</div><div class="css-fw9ih3"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="recommended_experience_help" role="presentation"><div class="css-t6rjb8" id="cds-react-aria-:R2kpmkqkdmla:"><div class="cds-ContextualHelp-container"><div class="cds-ContextualHelp-label"><p class="css-vac8rf">Recommended experience</p></div><button class="cds-149 cds-ContextualHelp-helpToggleButton css-1wk81cj" tabindex="0" type="button" aria-controls="cds-react-aria-:R2kpmkqkdmla:-helpContent" aria-label="Information about difficulty level pre-requisites." id="cds-react-aria-:R2kpmkqkdmla:-helpToggleButton"><svg aria-hidden="true" class="cds-ContextualHelpIcon-customHelpIcon css-1l1rbhp" height="18" id="cds-react-aria-:R2kpmkqkdmla:-contextual-help-icon" viewBox="0 0 24 24" width="18" xmlns="http://www.w3.org/2000/svg"><g class="cds-ContextualHelpIcon-i"><circle class="cds-ContextualHelpIcon-background" cx="12" cy="12" r="9.6"></circle><rect class="cds-ContextualHelpIcon-neck" height="13.5" rx="2" ry="2" width="2" x="10.85" y="10.15"></rect><circle class="cds-ContextualHelpIcon-dot" cx="12" cy="7.5" r="1"></circle><rect class="cds-ContextualHelpIcon-crosspath" height="2" rx="2" ry="2" width="13" x="10.75" y="10.9"></rect></g></svg></button></div><div class="cds-ContextualHelp-helpContent" id="cds-react-aria-:R2kpmkqkdmla:-helpContent"><div role="presentation" dir="ltr" id="cds-react-aria-:Ramkpmkqkdmla:" class="css-17fvzyi" style="position:fixed;z-index:10000;right:0;bottom:0;top:0;left:0;visibility:hidden"><div class="cds-178 cds-Modal-backdrop" aria-hidden="true" style="opacity:0;visibility:hidden"></div><div tabindex="0" data-test="sentinelStart"></div><div class="cds-Modal-container" style="opacity:0;visibility:hidden"><div data-focus-lock-disabled="disabled"><div aria-modal="true" aria-describedby="dialog-content-676e507e-95e8-4095-8d3b-b668cb9230a8" aria-labelledby="cds-react-aria-:Ramkpmkqkdmla:-headingGroup" class="cds-Dialog-dialog" role="dialog"><div class="css-1lqbpgq"><button class="cds-149 cds-iconButton-small cds-iconButton-ghost css-1henl63" tabindex="0" type="button" aria-label="Close"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" id="cds-react-aria-:R1l5qmqmkpmkqkdmla:" class="css-1u8qly9"><path d="M10 11.167L5.917 15.25a.79.79 0 01-.583.23.79.79 0 01-.584-.23.79.79 0 01-.229-.583.79.79 0 01.23-.584L8.833 10 4.75 5.917a.79.79 0 01-.229-.584.79.79 0 01.23-.583.79.79 0 01.582-.23.79.79 0 01.584.23L10 8.833l4.084-4.083a.79.79 0 01.583-.23.79.79 0 01.583.23.79.79 0 01.23.583.79.79 0 01-.23.584L11.167 10l4.083 4.083a.79.79 0 01.23.584.79.79 0 01-.23.583.79.79 0 01-.583.23.79.79 0 01-.583-.23L10 11.167z" fill="currentColor"></path></svg></button></div><div data-testid="scroll-container" class="css-k0ld8m"><div id="cds-react-aria-:Ramkpmkqkdmla:-headingGroup" class="css-1xq57z9"><h2 class="css-tlf8h5">Recommended experience</h2><p class="css-4s48ix">Intermediate level</p></div><div id="dialog-content-676e507e-95e8-4095-8d3b-b668cb9230a8" class="css-11krhap"><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-g2bbpm"><p data-text-variant="body1"><span><span>Some knowledge of AI / deep learning</span></span></p><p data-text-variant="body1"><span><span>Intermediate Python skills</span></span></p><p data-text-variant="body1"><span><span>Experience with any deep learning framework (PyTorch, Keras, or TensorFlow)</span></span></p></div></div></div><div class="css-1hllf5q"><button class="cds-149 cds-button-disableElevation cds-button-primary css-1fszxnt" tabindex="0" type="button"><span class="cds-button-label">OK</span></button></div></div></div></div></div><div tabindex="0" data-test="sentinelEnd"></div></div></div></div></div></div></div></div><div class="css-dwgey1"><div><div class="css-fk6qfz">Flexible schedule</div><div class="css-fw9ih3"><div>Approx. 11 hours</div><div>Learn at your own pace</div></div></div></div><div class="css-dwgey1"><div><div class="css-fk6qfz"><div class="css-89fcrv"><span class="css-1wiqwu3"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" id="cds-react-aria-:R16iqmkqkdmla:" class="css-17st3jf"><path d="M17.5 7c.375 0 .719.153 1.031.458.313.306.469.653.469 1.042v1.187a1.348 1.348 0 01-.125.584l-2.48 5.812c-.11.278-.29.5-.54.667-.25.167-.536.25-.855.25H7c-.417 0-.77-.142-1.063-.427A1.437 1.437 0 015.5 15.5V7.625c0-.208.042-.406.125-.594a1.61 1.61 0 01.333-.49l4.188-4.187c.25-.25.555-.41.916-.479.362-.07.667-.028.917.125.32.18.525.444.615.792.09.347.1.687.031 1.02L12 7h5.5zm-15 10a1.44 1.44 0 01-1.052-.448A1.44 1.44 0 011 15.5v-7c0-.403.15-.753.448-1.052A1.44 1.44 0 012.5 7c.403 0 .753.15 1.052.448.299.299.448.65.448 1.052v7c0 .403-.15.753-.448 1.052A1.44 1.44 0 012.5 17z" fill="currentColor"></path></svg></span><span class="css-fk6qfz">98%</span></div></div><div class="css-fw9ih3">Most learners liked this course</div></div><hr class="cds-180 css-147p8xl" aria-hidden="true"/></div></div><div class="css-2qp4i2 cds-168"><div class="css-6mrk5o"><div class="css-86zyin"><div><div class="css-fk6qfz"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="kim_view_syllabus" class="css-89fcrv" role="presentation"><a class="cds-7 cds-1 cds-3 css-17cxvu3 cds-30" href="#modules">3 modules</a></div></div><div class="css-fw9ih3">Gain insight into a topic and learn the fundamentals.</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" aria-label="4.8 stars" role="group">4.8</div><div class="css-in7c14"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" id="cds-react-aria-:R1ad5akqkdmla:" class="css-17st3jf"><path d="M10 14.063l-3.417 2.041a.747.747 0 01-.833-.042.752.752 0 01-.25-.343.706.706 0 01-.02-.448l.895-3.813-3.02-2.562a.68.68 0 01-.23-.386.887.887 0 01.02-.427.687.687 0 01.23-.343.741.741 0 01.417-.157L7.75 7.23l1.563-3.625A.754.754 0 0110 3.146a.747.747 0 01.688.458L12.25 7.25l3.958.333c.167.014.306.07.417.167a.771.771 0 01.24.77.74.74 0 01-.24.376l-3 2.562.896 3.813a.706.706 0 01-.02.448.752.752 0 01-.25.344.747.747 0 01-.834.041L10 14.063z" fill="currentColor"></path></svg></div></div><p class="css-vac8rf">(3,154 reviews)</p></div></div><div class="css-6mrk5o"><div class="css-86zyin"><div><div class="css-fk6qfz">Intermediate level</div><div class="css-fw9ih3"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="recommended_experience_help" role="presentation"><div class="css-t6rjb8" id="cds-react-aria-:Ral7akqkdmla:"><div class="cds-ContextualHelp-container"><div class="cds-ContextualHelp-label"><p class="css-vac8rf">Recommended experience</p></div><button class="cds-149 cds-ContextualHelp-helpToggleButton css-1wk81cj" tabindex="0" type="button" aria-controls="cds-react-aria-:Ral7akqkdmla:-helpContent" aria-label="Information about difficulty level pre-requisites." id="cds-react-aria-:Ral7akqkdmla:-helpToggleButton"><svg aria-hidden="true" class="cds-ContextualHelpIcon-customHelpIcon css-1l1rbhp" height="18" id="cds-react-aria-:Ral7akqkdmla:-contextual-help-icon" viewBox="0 0 24 24" width="18" xmlns="http://www.w3.org/2000/svg"><g class="cds-ContextualHelpIcon-i"><circle class="cds-ContextualHelpIcon-background" cx="12" cy="12" r="9.6"></circle><rect class="cds-ContextualHelpIcon-neck" height="13.5" rx="2" ry="2" width="2" x="10.85" y="10.15"></rect><circle class="cds-ContextualHelpIcon-dot" cx="12" cy="7.5" r="1"></circle><rect class="cds-ContextualHelpIcon-crosspath" height="2" rx="2" ry="2" width="13" x="10.75" y="10.9"></rect></g></svg></button></div><div class="cds-ContextualHelp-helpContent" id="cds-react-aria-:Ral7akqkdmla:-helpContent"><div role="presentation" dir="ltr" id="cds-react-aria-:R1aql7akqkdmla:" class="css-17fvzyi" style="position:fixed;z-index:10000;right:0;bottom:0;top:0;left:0;visibility:hidden"><div class="cds-178 cds-Modal-backdrop" aria-hidden="true" style="opacity:0;visibility:hidden"></div><div tabindex="0" data-test="sentinelStart"></div><div class="cds-Modal-container" style="opacity:0;visibility:hidden"><div data-focus-lock-disabled="disabled"><div aria-modal="true" aria-describedby="dialog-content-fc065276-4e24-4bc1-d559-20671c773952" aria-labelledby="cds-react-aria-:R1aql7akqkdmla:-headingGroup" class="cds-Dialog-dialog" role="dialog"><div class="css-1lqbpgq"><button class="cds-149 cds-iconButton-small cds-iconButton-ghost css-1henl63" tabindex="0" type="button" aria-label="Close"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" id="cds-react-aria-:R6knaraql7akqkdmla:" class="css-1u8qly9"><path d="M10 11.167L5.917 15.25a.79.79 0 01-.583.23.79.79 0 01-.584-.23.79.79 0 01-.229-.583.79.79 0 01.23-.584L8.833 10 4.75 5.917a.79.79 0 01-.229-.584.79.79 0 01.23-.583.79.79 0 01.582-.23.79.79 0 01.584.23L10 8.833l4.084-4.083a.79.79 0 01.583-.23.79.79 0 01.583.23.79.79 0 01.23.583.79.79 0 01-.23.584L11.167 10l4.083 4.083a.79.79 0 01.23.584.79.79 0 01-.23.583.79.79 0 01-.583.23.79.79 0 01-.583-.23L10 11.167z" fill="currentColor"></path></svg></button></div><div data-testid="scroll-container" class="css-k0ld8m"><div id="cds-react-aria-:R1aql7akqkdmla:-headingGroup" class="css-1xq57z9"><h2 class="css-tlf8h5">Recommended experience</h2><p class="css-4s48ix">Intermediate level</p></div><div id="dialog-content-fc065276-4e24-4bc1-d559-20671c773952" class="css-11krhap"><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-g2bbpm"><p data-text-variant="body1"><span><span>Some knowledge of AI / deep learning</span></span></p><p data-text-variant="body1"><span><span>Intermediate Python skills</span></span></p><p data-text-variant="body1"><span><span>Experience with any deep learning framework (PyTorch, Keras, or TensorFlow)</span></span></p></div></div></div><div class="css-1hllf5q"><button class="cds-149 cds-button-disableElevation cds-button-primary css-1fszxnt" tabindex="0" type="button"><span class="cds-button-label">OK</span></button></div></div></div></div></div><div tabindex="0" data-test="sentinelEnd"></div></div></div></div></div></div></div></div></div><div class="css-6mrk5o"><div class="css-86zyin"><div><div class="css-fk6qfz">Flexible schedule</div><div class="css-fw9ih3"><div>Approx. 11 hours</div><div>Learn at your own pace</div></div></div></div></div><div class="css-6mrk5o"><div class="css-86zyin"><div><div class="css-fk6qfz"><div class="css-89fcrv"><span class="css-1wiqwu3"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" id="cds-react-aria-:R4qdbakqkdmla:" class="css-17st3jf"><path d="M17.5 7c.375 0 .719.153 1.031.458.313.306.469.653.469 1.042v1.187a1.348 1.348 0 01-.125.584l-2.48 5.812c-.11.278-.29.5-.54.667-.25.167-.536.25-.855.25H7c-.417 0-.77-.142-1.063-.427A1.437 1.437 0 015.5 15.5V7.625c0-.208.042-.406.125-.594a1.61 1.61 0 01.333-.49l4.188-4.187c.25-.25.555-.41.916-.479.362-.07.667-.028.917.125.32.18.525.444.615.792.09.347.1.687.031 1.02L12 7h5.5zm-15 10a1.44 1.44 0 01-1.052-.448A1.44 1.44 0 011 15.5v-7c0-.403.15-.753.448-1.052A1.44 1.44 0 012.5 7c.403 0 .753.15 1.052.448.299.299.448.65.448 1.052v7c0 .403-.15.753-.448 1.052A1.44 1.44 0 012.5 17z" fill="currentColor"></path></svg></span><span class="css-fk6qfz">98%</span></div></div><div class="css-fw9ih3">Most learners liked this course</div></div></div></div></div></div></div><div class="cds-45 css-1ochsbp cds-47 cds-grid-item cds-92 cds-116"><div class="css-1q7xc2j"><div class="cds-168"><nav><ul class="css-7anh48"><li><a data-click-key="unified_description_page.consumer_course_page.click.nav_item_about" data-click-value="{"href":"#about","namespace":{"action":"click","app":"unified_description_page","component":"nav_item_about","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_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_course_page.click.nav_item_modules" 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data-track-page="consumer_course_page" data-track-action="click" data-track-component="nav_item_reviews" data-track-href="#reviews" href="#reviews" to="#reviews" class="css-sitz2l">Reviews</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_course_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-1luvym4"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 20 20" width="24" class="css-101zzq8" id="cds-react-aria-:R4qd9lekdmla:"><path d="M8.104 12.313l6.23-6.23a.73.73 0 011.063 0 .73.73 0 01.007 1.058l-6.758 6.776a.73.73 0 01-1.063 0l-2.979-2.98a.73.73 0 010-1.062.733.733 0 011.063 0l2.437 2.438z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-g2bbpm"><p><span><span>Identify key components of the ML project lifecycle, pipeline & select the best deployment & monitoring patterns for different production scenarios.</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-1luvym4"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 20 20" width="24" class="css-101zzq8" id="cds-react-aria-:R4ql9lekdmla:"><path d="M8.104 12.313l6.23-6.23a.73.73 0 011.063 0 .73.73 0 01.007 1.058l-6.758 6.776a.73.73 0 01-1.063 0l-2.979-2.98a.73.73 0 010-1.062.733.733 0 011.063 0l2.437 2.438z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-g2bbpm"><p data-text-variant="body1"><span><span>Optimize model performance and metrics by prioritizing disproportionately important examples that represent key slices of a dataset.</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-1luvym4"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 20 20" width="24" class="css-101zzq8" id="cds-react-aria-:R4qt9lekdmla:"><path d="M8.104 12.313l6.23-6.23a.73.73 0 011.063 0 .73.73 0 01.007 1.058l-6.758 6.776a.73.73 0 01-1.063 0l-2.979-2.98a.73.73 0 010-1.062.733.733 0 011.063 0l2.437 2.438z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-g2bbpm"><p><span><span>Solve production challenges regarding structured, unstructured, small, and big data, how label consistency is essential, and how you can improve it.</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_course_page.click.seo_skills_link_tag" data-click-value="{"href":"https://www.coursera.org/courses?query=machine%20learning","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_course_page"},"schema_type":"FRONTEND","skill":"Machine Learning"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_skills_link_tag" data-track-href="https://www.coursera.org/courses?query=machine%20learning" href="https://www.coursera.org/courses?query=machine%20learning" to="https://www.coursera.org/courses?query=machine%20learning" class="cds-7 cds-1 cds-3 css-113xph7 cds-30">Machine Learning</a></span></li><li class="css-0"><span class="css-1l1jvyr"><a data-click-key="unified_description_page.consumer_course_page.click.seo_skills_link_tag" data-click-value="{"href":"https://www.coursera.org/courses?query=applied%20machine%20learning","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_course_page"},"schema_type":"FRONTEND","skill":"Applied Machine Learning"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_skills_link_tag" data-track-href="https://www.coursera.org/courses?query=applied%20machine%20learning" href="https://www.coursera.org/courses?query=applied%20machine%20learning" to="https://www.coursera.org/courses?query=applied%20machine%20learning" class="cds-7 cds-1 cds-3 css-113xph7 cds-30">Applied Machine Learning</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 20 20" width="24" class="css-1vu6m9q" id="cds-react-aria-:Rjalblekdmla:"><path d="M4.167 17.5c-.459 0-.851-.163-1.177-.49a1.605 1.605 0 01-.49-1.177V4.167c0-.459.163-.851.49-1.177.326-.327.718-.49 1.177-.49h3.5c.18-.5.482-.903.906-1.208A2.38 2.38 0 0110 .833a2.38 2.38 0 011.427.459c.424.305.726.708.906 1.208h3.5c.459 0 .851.163 1.177.49.327.326.49.718.49 1.177v11.666c0 .459-.163.851-.49 1.178-.326.326-.718.489-1.177.489H4.167zm0-1.667h11.666V4.167H4.167v11.666zm2.5-1.666h4.166c.236 0 .434-.08.594-.24.16-.16.24-.357.24-.594a.807.807 0 00-.24-.593.807.807 0 00-.594-.24H6.667a.806.806 0 00-.594.24.806.806 0 00-.24.593c0 .236.08.434.24.594.16.16.358.24.594.24zm0-3.334h6.666c.236 0 .434-.08.594-.24.16-.159.24-.357.24-.593a.806.806 0 00-.24-.594.806.806 0 00-.594-.24H6.667a.806.806 0 00-.594.24.806.806 0 00-.24.594c0 .236.08.434.24.594.16.16.358.24.594.24zm0-3.333h6.666c.236 0 .434-.08.594-.24.16-.16.24-.357.24-.593a.806.806 0 00-.24-.594.806.806 0 00-.594-.24H6.667a.806.806 0 00-.594.24.806.806 0 00-.24.594c0 .236.08.434.24.593.16.16.358.24.594.24zM10 3.542a.607.607 0 00.625-.625.607.607 0 00-.625-.625.607.607 0 00-.625.625.607.607 0 00.625.625z" fill="currentColor"></path></svg><div class="css-drc7pp">Assessments</div><p class="css-vac8rf">6 assignments</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 20 20" width="24" class="css-1vu6m9q" id="cds-react-aria-:Rjblblekdmla:"><path d="M3.333 16.667c-.458 0-.85-.164-1.177-.49A1.605 1.605 0 011.666 15V5c0-.458.164-.85.49-1.177.327-.326.72-.49 1.177-.49h13.334c.458 0 .85.164 1.177.49.326.326.49.719.49 1.177v10c0 .458-.164.85-.49 1.177-.327.326-.719.49-1.177.49H3.333zm0-1.667h13.334V5H3.333v10zm2.5-1.667h5c.236 0 .434-.08.594-.24.16-.159.24-.357.24-.593a.806.806 0 00-.24-.594.807.807 0 00-.594-.24h-5a.806.806 0 00-.593.24.806.806 0 00-.24.594c0 .236.08.434.24.594.16.16.357.24.593.24zM9.167 10h5c.236 0 .434-.08.594-.24.16-.16.24-.357.24-.593a.806.806 0 00-.24-.594.806.806 0 00-.594-.24h-5a.806.806 0 00-.594.24.806.806 0 00-.24.594c0 .236.08.434.24.593.16.16.358.24.594.24zm-3.334 0c.237 0 .434-.08.594-.24.16-.16.24-.357.24-.593a.806.806 0 00-.24-.594.806.806 0 00-.594-.24.806.806 0 00-.593.24.806.806 0 00-.24.594c0 .236.08.434.24.593.16.16.357.24.593.24zm8.334 3.333c.236 0 .434-.08.594-.24.16-.159.24-.357.24-.593a.806.806 0 00-.24-.594.806.806 0 00-.594-.24.806.806 0 00-.594.24.806.806 0 00-.24.594c0 .236.08.434.24.594.16.16.358.24.594.24z" 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-ym2s2e" tabindex="0" type="button"><span class="cds-button-label"><span>22 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_course_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_course_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_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_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-1cp2q72 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_course_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="modules" 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>There are 3 modules in this course</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:78px" aria-hidden="true"><div class="content-inner"><p>In this Machine Learning in Production course, you will build intuition about designing a production ML system end-to-end: project scoping, data needs, modeling strategies, and deployment patterns and technologies. You will learn strategies for addressing common challenges in production like establishing a model baseline, addressing concept drift, and performing error analysis. You’ll follow a framework for developing, deploying, and continuously improving a productionized ML application.</p><p aria-hidden="true">Understanding machine learning and deep learning concepts is essential, but if you’re looking to build an effective AI career, you need experience preparing your projects for deployment as well. Machine learning engineering for production combines the foundational concepts of machine learning with the skills and best practices of modern software development necessary to successfully deploy and maintain ML systems in real-world environments. Week 1: Overview of the ML Lifecycle and Deployment Week 2: Modeling Challenges and Strategies Week 3: Data Definition and Baseline</p></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_course_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-:R4qdal1mla:"><div><button class="cds-149 cds-button-disableElevation cds-button-ghost css-bkcyb" tabindex="0" type="button" aria-expanded="false"><span class="cds-button-label"><span class="css-k9ijpa"><span><div class="css-yllq6p"><div class="css-zwlk01"><h3 class="cds-7 css-1pxm1ir cds-9">Week 1: Overview of the ML Lifecycle and Deployment</h3><div class="css-chglhw"><span>Module 1</span><span aria-hidden="true" class="css-1oocsie">•</span><span><span>3 hours</span> to complete</span></div></div></div></span><span aria-hidden="true" class="css-p9hs86">Module details</span></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-:R8qjcqdal1mla:" class="css-17st3jf"><path d="M9.996 12.75a.756.756 0 01-.281-.052.69.69 0 01-.236-.156L5.528 8.59a.705.705 0 01-.226-.538.769.769 0 01.24-.531.729.729 0 011.062 0L10 10.938l3.417-3.417a.693.693 0 01.531-.219.769.769 0 01.531.24.729.729 0 01-.007 1.068l-3.951 3.932a.756.756 0 01-.525.208z" 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-:R4qdal1mla:-accordion-header" id="cds-react-aria-:R4qdal1mla:-accordion-panel" role="region"><div class="css-yam6t"><div><p class="css-4s48ix">This week covers a quick introduction to machine learning production systems focusing on their requirements and challenges. Next, the week focuses on deploying production systems and what is needed to do so robustly while facing constantly changing data.</p><div class="css-15ko5n9"><div class="css-5a2hyw"><h4 class="css-6ecy9b">What's included</h4></div><p class="css-kqm948"><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 20 20" width="24" id="cds-react-aria-:Roqdalcqdal1mla:" class="css-1u8qly9"><g clip-path="url(#cds-react-aria-:Roqdalcqdal1mla:_0)"><circle cx="10" cy="10" r="10" fill="#E8EEF7"></circle><path d="M8.922 12.5l3.484-2.234a.3.3 0 00.14-.266.3.3 0 00-.14-.266L8.922 7.5a.278.278 0 00-.32-.016.304.304 0 00-.165.282v4.468c0 .125.055.22.165.282.109.062.216.057.32-.016zM5 15c-.344 0-.638-.122-.883-.367a1.204 1.204 0 01-.367-.883v-7.5c0-.344.122-.638.367-.883S4.657 5 5 5h10c.344 0 .638.122.883.367s.367.54.367.883v7.5c0 .344-.122.638-.367.883A1.204 1.204 0 0115 15H5zm0-1.25h10v-7.5H5v7.5z" fill="currentColor"></path></g><defs><clipPath id="cds-react-aria-:Roqdalcqdal1mla:_0"><path fill="#fff" d="M0 0h20v20H0z"></path></clipPath></defs></svg><span>8 videos</span></span><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 20 20" width="24" id="cds-react-aria-:Rpadalcqdal1mla:" class="css-1u8qly9"><g clip-path="url(#cds-react-aria-:Rpadalcqdal1mla:_0)"><circle cx="10" cy="10" r="10" fill="#E8EEF7"></circle><path d="M6.77 12.5c.49 0 .967.055 1.43.164.464.11.925.274 1.383.492V7a5.353 5.353 0 00-1.36-.563 5.734 5.734 0 00-2.57-.078c-.37.073-.726.183-1.07.329v6.187a7.095 7.095 0 011.086-.281c.36-.063.727-.094 1.102-.094zm4.063.656c.459-.219.92-.383 1.383-.492a6.417 6.417 0 012.531-.07c.36.062.722.156 1.086.281V6.687a5.417 5.417 0 00-1.07-.328 5.76 5.76 0 00-2.57.079c-.48.125-.933.312-1.36.562v6.156zm-.625 1.516c-.146 0-.284-.018-.414-.055a1.75 1.75 0 01-.367-.148 5.112 5.112 0 00-1.281-.54 5.299 5.299 0 00-1.375-.179c-.438 0-.867.057-1.29.172a5.653 5.653 0 00-1.21.484.602.602 0 01-.633-.015.604.604 0 01-.305-.547V6.313c0-.115.029-.224.086-.329a.54.54 0 01.258-.234c.48-.25.98-.438 1.5-.563A6.805 6.805 0 016.771 5a6.739 6.739 0 013.438.938A6.737 6.737 0 0113.645 5c.541 0 1.073.063 1.593.188.521.125 1.021.312 1.5.562.115.052.201.13.258.234a.671.671 0 01.086.329v7.53c0 .24-.101.423-.304.548a.602.602 0 01-.633.015 5.655 5.655 0 00-1.211-.484 4.896 4.896 0 00-1.29-.172c-.468 0-.926.06-1.374.18-.448.12-.875.3-1.282.539a1.751 1.751 0 01-.367.148c-.13.037-.268.055-.414.055z" fill="currentColor"></path></g><defs><clipPath id="cds-react-aria-:Rpadalcqdal1mla:_0"><path fill="#fff" d="M0 0h20v20H0z"></path></clipPath></defs></svg><span>3 readings</span></span><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 20 20" width="24" id="cds-react-aria-:Rpqdalcqdal1mla:" class="css-1u8qly9"><g clip-path="url(#cds-react-aria-:Rpqdalcqdal1mla:_0)"><circle cx="10" cy="10" r="10" fill="#E8EEF7"></circle><path d="M5.75 15.5c-.344 0-.638-.122-.883-.367a1.204 1.204 0 01-.367-.883V5.5c0-.344.122-.638.367-.883s.54-.367.883-.367h2.625c.135-.375.362-.677.68-.906.317-.23.674-.344 1.07-.344s.753.115 1.07.344c.318.229.545.531.68.906H14.5c.344 0 .638.122.883.367s.367.54.367.883v8.75c0 .344-.122.638-.367.883a1.204 1.204 0 01-.883.367H5.75zm0-1.25h8.75V5.5H5.75v8.75zM7.625 13h3.125c.177 0 .325-.06.445-.18s.18-.268.18-.445a.605.605 0 00-.18-.445.605.605 0 00-.445-.18H7.625a.605.605 0 00-.445.18.605.605 0 00-.18.445c0 .177.06.325.18.445s.268.18.445.18zm0-2.5h5c.177 0 .325-.06.445-.18s.18-.268.18-.445a.605.605 0 00-.18-.445.605.605 0 00-.445-.18h-5a.605.605 0 00-.445.18.605.605 0 00-.18.445c0 .177.06.325.18.445s.268.18.445.18zm0-2.5h5c.177 0 .325-.06.445-.18s.18-.268.18-.445a.605.605 0 00-.18-.445.605.605 0 00-.445-.18h-5a.605.605 0 00-.445.18.605.605 0 00-.18.445c0 .177.06.326.18.445.12.12.268.18.445.18zm2.5-2.969a.455.455 0 00.469-.468.455.455 0 00-.469-.47.455.455 0 00-.469.47.455.455 0 00.469.468z" fill="currentColor"></path></g><defs><clipPath id="cds-react-aria-:Rpqdalcqdal1mla:_0"><path fill="#fff" d="M0 0h20v20H0z"></path></clipPath></defs></svg><span>2 assignments</span></span><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 20 20" width="24" id="cds-react-aria-:Rqadalcqdal1mla:" class="css-1u8qly9"><g clip-path="url(#cds-react-aria-:Rqadalcqdal1mla:_0)"><circle cx="10" cy="10" r="10" fill="#E8EEF7"></circle><path d="M5.417 15.417c-.344 0-.638-.123-.883-.368a1.204 1.204 0 01-.367-.882v-1.25c0-.178.06-.326.18-.446s.268-.18.445-.18.325.06.445.18.18.268.18.446v1.25h8.75v-7.5h-8.75v1.25c0 .177-.06.325-.18.445a.605.605 0 01-.445.18.605.605 0 01-.446-.18.605.605 0 01-.18-.445v-2.5c0-.344.123-.638.368-.883s.539-.367.883-.367h8.75c.344 0 .638.122.883.367.244.245.367.539.367.883v8.75c0 .343-.123.638-.367.882-.245.245-.54.368-.883.368h-8.75zM9.9 11.042h-5.11a.605.605 0 01-.445-.18.605.605 0 01-.18-.445c0-.178.06-.326.18-.446s.269-.18.446-.18h5.11l-.86-.874a.61.61 0 01-.18-.43.582.582 0 01.18-.445.593.593 0 01.437-.172c.177 0 .323.057.438.172l1.937 1.937a.6.6 0 01.188.438.6.6 0 01-.188.437l-1.937 1.938a.61.61 0 01-.43.18.582.582 0 01-.445-.18.593.593 0 01-.172-.438c0-.177.057-.323.172-.437l.86-.875z" fill="currentColor"></path></g><defs><clipPath id="cds-react-aria-:Rqadalcqdal1mla:_0"><path fill="#fff" d="M0 0h20v20H0z"></path></clipPath></defs></svg><span>1 app item</span></span><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 20 20" width="24" id="cds-react-aria-:Rqqdalcqdal1mla:" class="css-1u8qly9"><g clip-path="url(#cds-react-aria-:Rqqdalcqdal1mla:_0)"><circle cx="10" cy="10" r="10" fill="#E8EEF7"></circle><path d="M6.25 8.567a.46.46 0 100-.919.46.46 0 000 .919zM8.37 8.107a.46.46 0 11-.92 0 .46.46 0 01.92 0zM9.57 8.567a.46.46 0 100-.919.46.46 0 000 .919z" fill="currentColor"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M5.292 14.833c-.31 0-.574-.11-.795-.33-.22-.22-.33-.486-.33-.795V6.954c0-.31.11-.574.33-.792.22-.22.485-.329.795-.329h9.75c.31 0 .574.11.794.331.22.22.33.485.33.795v6.754c0 .31-.11.574-.33.792-.22.219-.485.328-.794.328h-9.75zm0-1.125h9.75v-3.36h-9.75v3.36zm0-4.486h9.75V6.958h-9.75v2.264z" fill="currentColor"></path></g><defs><clipPath id="cds-react-aria-:Rqqdalcqdal1mla:_0"><path fill="#fff" d="M0 0h20v20H0z"></path></clipPath></defs></svg><span>2 ungraded labs</span></span></p><div id="cds-react-aria-:R2lalcqdal1mla:" aria-label="Info about module content" class="css-xp0srt"><button class="cds-149 cds-ShowMoreContainer-ctaButton cds-button-disableElevation cds-button-ghost css-1mtfnx6" tabindex="0" type="button" aria-controls="cds-react-aria-:R2lalcqdal1mla:-content" aria-expanded="false" aria-label="Info about module content" id="cds-react-aria-:R2lalcqdal1mla:-cta"><span class="cds-button-label"><span class="cds-button-startIcon"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 20 20" width="24" class="cds-ShowMoreContainer-ctaIcon css-1u8qly9" id="cds-react-aria-:Rb9mlalcqdal1mla:"><path d="M10.875 10L7.458 6.583a.73.73 0 010-1.062.73.73 0 011.07.007l3.951 3.951a.756.756 0 01.208.525.69.69 0 01-.208.517l-3.951 3.951a.693.693 0 01-.528.226.759.759 0 01-.52-.24.73.73 0 010-1.062L10.874 10z" fill="currentColor"></path></svg></span>Show info about module content</span></button><div class="cds-187 cds-189" style="min-height:0px"><div class="cds-190"><div class="cds-191"><div aria-hidden="true" aria-labelledby="cds-react-aria-:R2lalcqdal1mla:-cta" class="cds-ShowMoreContainer-content cds-ShowMoreContainer-silent" id="cds-react-aria-:R2lalcqdal1mla:-content" role="region"><div class="css-15ko5n9"><div class="css-5a2hyw"><h5 class="css-h81u6c"><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 20 20" width="24" id="cds-react-aria-:Rpl66mlalcqdal1mla:" class="css-1u8qly9"><g clip-path="url(#cds-react-aria-:Rpl66mlalcqdal1mla:_0)"><circle cx="10" cy="10" r="10" fill="#E8EEF7"></circle><path d="M8.922 12.5l3.484-2.234a.3.3 0 00.14-.266.3.3 0 00-.14-.266L8.922 7.5a.278.278 0 00-.32-.016.304.304 0 00-.165.282v4.468c0 .125.055.22.165.282.109.062.216.057.32-.016zM5 15c-.344 0-.638-.122-.883-.367a1.204 1.204 0 01-.367-.883v-7.5c0-.344.122-.638.367-.883S4.657 5 5 5h10c.344 0 .638.122.883.367s.367.54.367.883v7.5c0 .344-.122.638-.367.883A1.204 1.204 0 0115 15H5zm0-1.25h10v-7.5H5v7.5z" fill="currentColor"></path></g><defs><clipPath id="cds-react-aria-:Rpl66mlalcqdal1mla:_0"><path fill="#fff" d="M0 0h20v20H0z"></path></clipPath></defs></svg><span>8 videos</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span>Total 75 minutes</span></h5></div><ul class="css-1xgnkn7"><li class="css-14x4878">Welcome<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>9 minutes</span></span><span><span aria-hidden="true" class="css-1oocsie">•</span><a data-click-key="unified_description_page.consumer_course_page.click.syllabus_item_link" data-click-value="{"href":"/lecture/introduction-to-machine-learning-in-production/welcome-uoVS1","name":"Welcome","namespace":{"action":"click","app":"unified_description_page","component":"syllabus_item_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="syllabus_item_link" data-track-href="/lecture/introduction-to-machine-learning-in-production/welcome-uoVS1" href="/lecture/introduction-to-machine-learning-in-production/welcome-uoVS1" to="/lecture/introduction-to-machine-learning-in-production/welcome-uoVS1" class="css-1p52tnk" target="_blank" rel="noopener noreferrer">Preview module</a></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Steps of an ML Project<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>3 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Case study: speech recognition<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>12 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Course outline<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>2 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Key challenges<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>14 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Deployment patterns<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>11 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Monitoring<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>10 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Pipeline monitoring<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>9 minutes</span></span><span class="css-1v1xxas"></span></li></ul></div><div class="css-15ko5n9"><div class="css-5a2hyw"><h5 class="css-h81u6c"><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 20 20" width="24" id="cds-react-aria-:Rpl6amlalcqdal1mla:" class="css-1u8qly9"><g clip-path="url(#cds-react-aria-:Rpl6amlalcqdal1mla:_0)"><circle cx="10" cy="10" r="10" fill="#E8EEF7"></circle><path d="M6.77 12.5c.49 0 .967.055 1.43.164.464.11.925.274 1.383.492V7a5.353 5.353 0 00-1.36-.563 5.734 5.734 0 00-2.57-.078c-.37.073-.726.183-1.07.329v6.187a7.095 7.095 0 011.086-.281c.36-.063.727-.094 1.102-.094zm4.063.656c.459-.219.92-.383 1.383-.492a6.417 6.417 0 012.531-.07c.36.062.722.156 1.086.281V6.687a5.417 5.417 0 00-1.07-.328 5.76 5.76 0 00-2.57.079c-.48.125-.933.312-1.36.562v6.156zm-.625 1.516c-.146 0-.284-.018-.414-.055a1.75 1.75 0 01-.367-.148 5.112 5.112 0 00-1.281-.54 5.299 5.299 0 00-1.375-.179c-.438 0-.867.057-1.29.172a5.653 5.653 0 00-1.21.484.602.602 0 01-.633-.015.604.604 0 01-.305-.547V6.313c0-.115.029-.224.086-.329a.54.54 0 01.258-.234c.48-.25.98-.438 1.5-.563A6.805 6.805 0 016.771 5a6.739 6.739 0 013.438.938A6.737 6.737 0 0113.645 5c.541 0 1.073.063 1.593.188.521.125 1.021.312 1.5.562.115.052.201.13.258.234a.671.671 0 01.086.329v7.53c0 .24-.101.423-.304.548a.602.602 0 01-.633.015 5.655 5.655 0 00-1.211-.484 4.896 4.896 0 00-1.29-.172c-.468 0-.926.06-1.374.18-.448.12-.875.3-1.282.539a1.751 1.751 0 01-.367.148c-.13.037-.268.055-.414.055z" fill="currentColor"></path></g><defs><clipPath id="cds-react-aria-:Rpl6amlalcqdal1mla:_0"><path fill="#fff" d="M0 0h20v20H0z"></path></clipPath></defs></svg><span>3 readings</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span>Total 10 minutes</span></h5></div><ul class="css-1xgnkn7"><li class="css-14x4878">[IMPORTANT] Have questions, issues or ideas? Join our Forum!<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>2 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Week 1 Optional References<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>3 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Lecture Notes Week 1<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>5 minutes</span></span><span class="css-1v1xxas"></span></li></ul></div><div class="css-15ko5n9"><div class="css-5a2hyw"><h5 class="css-h81u6c"><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 20 20" width="24" id="cds-react-aria-:Rpl6emlalcqdal1mla:" class="css-1u8qly9"><g clip-path="url(#cds-react-aria-:Rpl6emlalcqdal1mla:_0)"><circle cx="10" cy="10" r="10" fill="#E8EEF7"></circle><path d="M5.75 15.5c-.344 0-.638-.122-.883-.367a1.204 1.204 0 01-.367-.883V5.5c0-.344.122-.638.367-.883s.54-.367.883-.367h2.625c.135-.375.362-.677.68-.906.317-.23.674-.344 1.07-.344s.753.115 1.07.344c.318.229.545.531.68.906H14.5c.344 0 .638.122.883.367s.367.54.367.883v8.75c0 .344-.122.638-.367.883a1.204 1.204 0 01-.883.367H5.75zm0-1.25h8.75V5.5H5.75v8.75zM7.625 13h3.125c.177 0 .325-.06.445-.18s.18-.268.18-.445a.605.605 0 00-.18-.445.605.605 0 00-.445-.18H7.625a.605.605 0 00-.445.18.605.605 0 00-.18.445c0 .177.06.325.18.445s.268.18.445.18zm0-2.5h5c.177 0 .325-.06.445-.18s.18-.268.18-.445a.605.605 0 00-.18-.445.605.605 0 00-.445-.18h-5a.605.605 0 00-.445.18.605.605 0 00-.18.445c0 .177.06.325.18.445s.268.18.445.18zm0-2.5h5c.177 0 .325-.06.445-.18s.18-.268.18-.445a.605.605 0 00-.18-.445.605.605 0 00-.445-.18h-5a.605.605 0 00-.445.18.605.605 0 00-.18.445c0 .177.06.326.18.445.12.12.268.18.445.18zm2.5-2.969a.455.455 0 00.469-.468.455.455 0 00-.469-.47.455.455 0 00-.469.47.455.455 0 00.469.468z" fill="currentColor"></path></g><defs><clipPath id="cds-react-aria-:Rpl6emlalcqdal1mla:_0"><path fill="#fff" d="M0 0h20v20H0z"></path></clipPath></defs></svg><span>2 assignments</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span>Total 20 minutes</span></h5></div><ul class="css-1xgnkn7"><li class="css-14x4878">The Machine Learning Project Lifecycle<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>10 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Deployment<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>10 minutes</span></span><span class="css-1v1xxas"></span></li></ul></div><div class="css-15ko5n9"><div class="css-5a2hyw"><h5 class="css-h81u6c"><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 20 20" width="24" id="cds-react-aria-:Rpl6imlalcqdal1mla:" class="css-1u8qly9"><g clip-path="url(#cds-react-aria-:Rpl6imlalcqdal1mla:_0)"><circle cx="10" cy="10" r="10" fill="#E8EEF7"></circle><path d="M5.417 15.417c-.344 0-.638-.123-.883-.368a1.204 1.204 0 01-.367-.882v-1.25c0-.178.06-.326.18-.446s.268-.18.445-.18.325.06.445.18.18.268.18.446v1.25h8.75v-7.5h-8.75v1.25c0 .177-.06.325-.18.445a.605.605 0 01-.445.18.605.605 0 01-.446-.18.605.605 0 01-.18-.445v-2.5c0-.344.123-.638.368-.883s.539-.367.883-.367h8.75c.344 0 .638.122.883.367.244.245.367.539.367.883v8.75c0 .343-.123.638-.367.882-.245.245-.54.368-.883.368h-8.75zM9.9 11.042h-5.11a.605.605 0 01-.445-.18.605.605 0 01-.18-.445c0-.178.06-.326.18-.446s.269-.18.446-.18h5.11l-.86-.874a.61.61 0 01-.18-.43.582.582 0 01.18-.445.593.593 0 01.437-.172c.177 0 .323.057.438.172l1.937 1.937a.6.6 0 01.188.438.6.6 0 01-.188.437l-1.937 1.938a.61.61 0 01-.43.18.582.582 0 01-.445-.18.593.593 0 01-.172-.438c0-.177.057-.323.172-.437l.86-.875z" fill="currentColor"></path></g><defs><clipPath id="cds-react-aria-:Rpl6imlalcqdal1mla:_0"><path fill="#fff" d="M0 0h20v20H0z"></path></clipPath></defs></svg><span>1 app item</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span>Total 1 minute</span></h5></div><ul class="css-1xgnkn7"><li class="css-14x4878">Intake Survey<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>1 minute</span></span><span class="css-1v1xxas"></span></li></ul></div><div class="css-15ko5n9"><div class="css-5a2hyw"><h5 class="css-h81u6c"><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 20 20" width="24" id="cds-react-aria-:Rpl6mmlalcqdal1mla:" class="css-1u8qly9"><g clip-path="url(#cds-react-aria-:Rpl6mmlalcqdal1mla:_0)"><circle cx="10" cy="10" r="10" fill="#E8EEF7"></circle><path d="M6.25 8.567a.46.46 0 100-.919.46.46 0 000 .919zM8.37 8.107a.46.46 0 11-.92 0 .46.46 0 01.92 0zM9.57 8.567a.46.46 0 100-.919.46.46 0 000 .919z" fill="currentColor"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M5.292 14.833c-.31 0-.574-.11-.795-.33-.22-.22-.33-.486-.33-.795V6.954c0-.31.11-.574.33-.792.22-.22.485-.329.795-.329h9.75c.31 0 .574.11.794.331.22.22.33.485.33.795v6.754c0 .31-.11.574-.33.792-.22.219-.485.328-.794.328h-9.75zm0-1.125h9.75v-3.36h-9.75v3.36zm0-4.486h9.75V6.958h-9.75v2.264z" fill="currentColor"></path></g><defs><clipPath id="cds-react-aria-:Rpl6mmlalcqdal1mla:_0"><path fill="#fff" d="M0 0h20v20H0z"></path></clipPath></defs></svg><span>2 ungraded labs</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span>Total 90 minutes</span></h5></div><ul class="css-1xgnkn7"><li class="css-14x4878">Deploying a Deep Learning model<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>30 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Deploying a deep learning model with Docker and a cloud service (optional)<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>60 minutes</span></span><span class="css-1v1xxas"></span></li></ul></div></div></div></div></div></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-:R5adal1mla:"><div><button class="cds-149 cds-button-disableElevation cds-button-ghost css-bkcyb" tabindex="0" type="button" aria-expanded="false"><span class="cds-button-label"><span class="css-k9ijpa"><span><div class="css-yllq6p"><div class="css-zwlk01"><h3 class="cds-7 css-1pxm1ir cds-9">Week 2: Modeling Challenges and Strategies</h3><div class="css-chglhw"><span>Module 2</span><span aria-hidden="true" class="css-1oocsie">•</span><span><span>3 hours</span> to complete</span></div></div></div></span><span aria-hidden="true" class="css-p9hs86">Module details</span></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-:R8qjdadal1mla:" class="css-17st3jf"><path d="M9.996 12.75a.756.756 0 01-.281-.052.69.69 0 01-.236-.156L5.528 8.59a.705.705 0 01-.226-.538.769.769 0 01.24-.531.729.729 0 011.062 0L10 10.938l3.417-3.417a.693.693 0 01.531-.219.769.769 0 01.531.24.729.729 0 01-.007 1.068l-3.951 3.932a.756.756 0 01-.525.208z" 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-:R5adal1mla:-accordion-header" id="cds-react-aria-:R5adal1mla:-accordion-panel" role="region"><div class="css-yam6t"><div><p class="css-4s48ix">This week is about model strategies and key challenges in model development. It covers error analysis and strategies to work with different data types. It also addresses how to cope with class imbalance and highly skewed data sets.</p><div class="css-15ko5n9"><div class="css-5a2hyw"><h4 class="css-6ecy9b">What's included</h4></div><p class="css-kqm948"><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 20 20" width="24" id="cds-react-aria-:Roqdaldadal1mla:" class="css-1u8qly9"><g clip-path="url(#cds-react-aria-:Roqdaldadal1mla:_0)"><circle cx="10" cy="10" r="10" fill="#E8EEF7"></circle><path d="M8.922 12.5l3.484-2.234a.3.3 0 00.14-.266.3.3 0 00-.14-.266L8.922 7.5a.278.278 0 00-.32-.016.304.304 0 00-.165.282v4.468c0 .125.055.22.165.282.109.062.216.057.32-.016zM5 15c-.344 0-.638-.122-.883-.367a1.204 1.204 0 01-.367-.883v-7.5c0-.344.122-.638.367-.883S4.657 5 5 5h10c.344 0 .638.122.883.367s.367.54.367.883v7.5c0 .344-.122.638-.367.883A1.204 1.204 0 0115 15H5zm0-1.25h10v-7.5H5v7.5z" fill="currentColor"></path></g><defs><clipPath id="cds-react-aria-:Roqdaldadal1mla:_0"><path fill="#fff" d="M0 0h20v20H0z"></path></clipPath></defs></svg><span>16 videos</span></span><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 20 20" width="24" id="cds-react-aria-:Rpadaldadal1mla:" class="css-1u8qly9"><g clip-path="url(#cds-react-aria-:Rpadaldadal1mla:_0)"><circle cx="10" cy="10" r="10" fill="#E8EEF7"></circle><path d="M6.77 12.5c.49 0 .967.055 1.43.164.464.11.925.274 1.383.492V7a5.353 5.353 0 00-1.36-.563 5.734 5.734 0 00-2.57-.078c-.37.073-.726.183-1.07.329v6.187a7.095 7.095 0 011.086-.281c.36-.063.727-.094 1.102-.094zm4.063.656c.459-.219.92-.383 1.383-.492a6.417 6.417 0 012.531-.07c.36.062.722.156 1.086.281V6.687a5.417 5.417 0 00-1.07-.328 5.76 5.76 0 00-2.57.079c-.48.125-.933.312-1.36.562v6.156zm-.625 1.516c-.146 0-.284-.018-.414-.055a1.75 1.75 0 01-.367-.148 5.112 5.112 0 00-1.281-.54 5.299 5.299 0 00-1.375-.179c-.438 0-.867.057-1.29.172a5.653 5.653 0 00-1.21.484.602.602 0 01-.633-.015.604.604 0 01-.305-.547V6.313c0-.115.029-.224.086-.329a.54.54 0 01.258-.234c.48-.25.98-.438 1.5-.563A6.805 6.805 0 016.771 5a6.739 6.739 0 013.438.938A6.737 6.737 0 0113.645 5c.541 0 1.073.063 1.593.188.521.125 1.021.312 1.5.562.115.052.201.13.258.234a.671.671 0 01.086.329v7.53c0 .24-.101.423-.304.548a.602.602 0 01-.633.015 5.655 5.655 0 00-1.211-.484 4.896 4.896 0 00-1.29-.172c-.468 0-.926.06-1.374.18-.448.12-.875.3-1.282.539a1.751 1.751 0 01-.367.148c-.13.037-.268.055-.414.055z" fill="currentColor"></path></g><defs><clipPath id="cds-react-aria-:Rpadaldadal1mla:_0"><path fill="#fff" d="M0 0h20v20H0z"></path></clipPath></defs></svg><span>2 readings</span></span><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 20 20" width="24" id="cds-react-aria-:Rpqdaldadal1mla:" class="css-1u8qly9"><g clip-path="url(#cds-react-aria-:Rpqdaldadal1mla:_0)"><circle cx="10" cy="10" r="10" fill="#E8EEF7"></circle><path d="M5.75 15.5c-.344 0-.638-.122-.883-.367a1.204 1.204 0 01-.367-.883V5.5c0-.344.122-.638.367-.883s.54-.367.883-.367h2.625c.135-.375.362-.677.68-.906.317-.23.674-.344 1.07-.344s.753.115 1.07.344c.318.229.545.531.68.906H14.5c.344 0 .638.122.883.367s.367.54.367.883v8.75c0 .344-.122.638-.367.883a1.204 1.204 0 01-.883.367H5.75zm0-1.25h8.75V5.5H5.75v8.75zM7.625 13h3.125c.177 0 .325-.06.445-.18s.18-.268.18-.445a.605.605 0 00-.18-.445.605.605 0 00-.445-.18H7.625a.605.605 0 00-.445.18.605.605 0 00-.18.445c0 .177.06.325.18.445s.268.18.445.18zm0-2.5h5c.177 0 .325-.06.445-.18s.18-.268.18-.445a.605.605 0 00-.18-.445.605.605 0 00-.445-.18h-5a.605.605 0 00-.445.18.605.605 0 00-.18.445c0 .177.06.325.18.445s.268.18.445.18zm0-2.5h5c.177 0 .325-.06.445-.18s.18-.268.18-.445a.605.605 0 00-.18-.445.605.605 0 00-.445-.18h-5a.605.605 0 00-.445.18.605.605 0 00-.18.445c0 .177.06.326.18.445.12.12.268.18.445.18zm2.5-2.969a.455.455 0 00.469-.468.455.455 0 00-.469-.47.455.455 0 00-.469.47.455.455 0 00.469.468z" fill="currentColor"></path></g><defs><clipPath id="cds-react-aria-:Rpqdaldadal1mla:_0"><path fill="#fff" d="M0 0h20v20H0z"></path></clipPath></defs></svg><span>2 assignments</span></span><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 20 20" width="24" id="cds-react-aria-:Rqadaldadal1mla:" class="css-1u8qly9"><g clip-path="url(#cds-react-aria-:Rqadaldadal1mla:_0)"><circle cx="10" cy="10" r="10" fill="#E8EEF7"></circle><path d="M6.25 8.567a.46.46 0 100-.919.46.46 0 000 .919zM8.37 8.107a.46.46 0 11-.92 0 .46.46 0 01.92 0zM9.57 8.567a.46.46 0 100-.919.46.46 0 000 .919z" fill="currentColor"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M5.292 14.833c-.31 0-.574-.11-.795-.33-.22-.22-.33-.486-.33-.795V6.954c0-.31.11-.574.33-.792.22-.22.485-.329.795-.329h9.75c.31 0 .574.11.794.331.22.22.33.485.33.795v6.754c0 .31-.11.574-.33.792-.22.219-.485.328-.794.328h-9.75zm0-1.125h9.75v-3.36h-9.75v3.36zm0-4.486h9.75V6.958h-9.75v2.264z" fill="currentColor"></path></g><defs><clipPath id="cds-react-aria-:Rqadaldadal1mla:_0"><path fill="#fff" d="M0 0h20v20H0z"></path></clipPath></defs></svg><span>1 ungraded lab</span></span></p><div id="cds-react-aria-:R2laldadal1mla:" aria-label="Info about module content" class="css-xp0srt"><button class="cds-149 cds-ShowMoreContainer-ctaButton cds-button-disableElevation cds-button-ghost css-1mtfnx6" tabindex="0" type="button" aria-controls="cds-react-aria-:R2laldadal1mla:-content" aria-expanded="false" aria-label="Info about module content" id="cds-react-aria-:R2laldadal1mla:-cta"><span class="cds-button-label"><span class="cds-button-startIcon"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 20 20" width="24" class="cds-ShowMoreContainer-ctaIcon css-1u8qly9" id="cds-react-aria-:Rb9mlaldadal1mla:"><path d="M10.875 10L7.458 6.583a.73.73 0 010-1.062.73.73 0 011.07.007l3.951 3.951a.756.756 0 01.208.525.69.69 0 01-.208.517l-3.951 3.951a.693.693 0 01-.528.226.759.759 0 01-.52-.24.73.73 0 010-1.062L10.874 10z" fill="currentColor"></path></svg></span>Show info about module content</span></button><div class="cds-187 cds-189" style="min-height:0px"><div class="cds-190"><div class="cds-191"><div aria-hidden="true" aria-labelledby="cds-react-aria-:R2laldadal1mla:-cta" class="cds-ShowMoreContainer-content cds-ShowMoreContainer-silent" id="cds-react-aria-:R2laldadal1mla:-content" role="region"><div class="css-15ko5n9"><div class="css-5a2hyw"><h5 class="css-h81u6c"><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 20 20" width="24" id="cds-react-aria-:Rpl66mlaldadal1mla:" class="css-1u8qly9"><g clip-path="url(#cds-react-aria-:Rpl66mlaldadal1mla:_0)"><circle cx="10" cy="10" r="10" fill="#E8EEF7"></circle><path d="M8.922 12.5l3.484-2.234a.3.3 0 00.14-.266.3.3 0 00-.14-.266L8.922 7.5a.278.278 0 00-.32-.016.304.304 0 00-.165.282v4.468c0 .125.055.22.165.282.109.062.216.057.32-.016zM5 15c-.344 0-.638-.122-.883-.367a1.204 1.204 0 01-.367-.883v-7.5c0-.344.122-.638.367-.883S4.657 5 5 5h10c.344 0 .638.122.883.367s.367.54.367.883v7.5c0 .344-.122.638-.367.883A1.204 1.204 0 0115 15H5zm0-1.25h10v-7.5H5v7.5z" fill="currentColor"></path></g><defs><clipPath id="cds-react-aria-:Rpl66mlaldadal1mla:_0"><path fill="#fff" d="M0 0h20v20H0z"></path></clipPath></defs></svg><span>16 videos</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span>Total 107 minutes</span></h5></div><ul class="css-1xgnkn7"><li class="css-14x4878">Modeling overview<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>2 minutes</span></span><span><span aria-hidden="true" class="css-1oocsie">•</span><a data-click-key="unified_description_page.consumer_course_page.click.syllabus_item_link" data-click-value="{"href":"/lecture/introduction-to-machine-learning-in-production/modeling-overview-TrGYq","name":"Modeling overview","namespace":{"action":"click","app":"unified_description_page","component":"syllabus_item_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="syllabus_item_link" data-track-href="/lecture/introduction-to-machine-learning-in-production/modeling-overview-TrGYq" href="/lecture/introduction-to-machine-learning-in-production/modeling-overview-TrGYq" to="/lecture/introduction-to-machine-learning-in-production/modeling-overview-TrGYq" class="css-1p52tnk" target="_blank" rel="noopener noreferrer">Preview module</a></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Key challenges<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>5 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Why low average error isn't good enough<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>10 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Establish a baseline<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>7 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Tips for getting started<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>6 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Error analysis example<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>8 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Prioritizing what to work on<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>5 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Skewed datasets<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>12 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Performance auditing<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>7 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Data-centric AI development<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>2 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">A useful picture of data augmentation<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>5 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Data augmentation<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>8 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Can adding data hurt?<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>6 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Adding features<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>8 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Experiment tracking<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>4 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">From big data to good data<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>3 minutes</span></span><span class="css-1v1xxas"></span></li></ul></div><div class="css-15ko5n9"><div class="css-5a2hyw"><h5 class="css-h81u6c"><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 20 20" width="24" id="cds-react-aria-:Rpl6amlaldadal1mla:" class="css-1u8qly9"><g clip-path="url(#cds-react-aria-:Rpl6amlaldadal1mla:_0)"><circle cx="10" cy="10" r="10" fill="#E8EEF7"></circle><path d="M6.77 12.5c.49 0 .967.055 1.43.164.464.11.925.274 1.383.492V7a5.353 5.353 0 00-1.36-.563 5.734 5.734 0 00-2.57-.078c-.37.073-.726.183-1.07.329v6.187a7.095 7.095 0 011.086-.281c.36-.063.727-.094 1.102-.094zm4.063.656c.459-.219.92-.383 1.383-.492a6.417 6.417 0 012.531-.07c.36.062.722.156 1.086.281V6.687a5.417 5.417 0 00-1.07-.328 5.76 5.76 0 00-2.57.079c-.48.125-.933.312-1.36.562v6.156zm-.625 1.516c-.146 0-.284-.018-.414-.055a1.75 1.75 0 01-.367-.148 5.112 5.112 0 00-1.281-.54 5.299 5.299 0 00-1.375-.179c-.438 0-.867.057-1.29.172a5.653 5.653 0 00-1.21.484.602.602 0 01-.633-.015.604.604 0 01-.305-.547V6.313c0-.115.029-.224.086-.329a.54.54 0 01.258-.234c.48-.25.98-.438 1.5-.563A6.805 6.805 0 016.771 5a6.739 6.739 0 013.438.938A6.737 6.737 0 0113.645 5c.541 0 1.073.063 1.593.188.521.125 1.021.312 1.5.562.115.052.201.13.258.234a.671.671 0 01.086.329v7.53c0 .24-.101.423-.304.548a.602.602 0 01-.633.015 5.655 5.655 0 00-1.211-.484 4.896 4.896 0 00-1.29-.172c-.468 0-.926.06-1.374.18-.448.12-.875.3-1.282.539a1.751 1.751 0 01-.367.148c-.13.037-.268.055-.414.055z" fill="currentColor"></path></g><defs><clipPath id="cds-react-aria-:Rpl6amlaldadal1mla:_0"><path fill="#fff" d="M0 0h20v20H0z"></path></clipPath></defs></svg><span>2 readings</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span>Total 8 minutes</span></h5></div><ul class="css-1xgnkn7"><li class="css-14x4878">Week 2 Optional References<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>3 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Lecture Notes Week 2<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>5 minutes</span></span><span class="css-1v1xxas"></span></li></ul></div><div class="css-15ko5n9"><div class="css-5a2hyw"><h5 class="css-h81u6c"><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 20 20" width="24" id="cds-react-aria-:Rpl6emlaldadal1mla:" class="css-1u8qly9"><g clip-path="url(#cds-react-aria-:Rpl6emlaldadal1mla:_0)"><circle cx="10" cy="10" r="10" fill="#E8EEF7"></circle><path d="M5.75 15.5c-.344 0-.638-.122-.883-.367a1.204 1.204 0 01-.367-.883V5.5c0-.344.122-.638.367-.883s.54-.367.883-.367h2.625c.135-.375.362-.677.68-.906.317-.23.674-.344 1.07-.344s.753.115 1.07.344c.318.229.545.531.68.906H14.5c.344 0 .638.122.883.367s.367.54.367.883v8.75c0 .344-.122.638-.367.883a1.204 1.204 0 01-.883.367H5.75zm0-1.25h8.75V5.5H5.75v8.75zM7.625 13h3.125c.177 0 .325-.06.445-.18s.18-.268.18-.445a.605.605 0 00-.18-.445.605.605 0 00-.445-.18H7.625a.605.605 0 00-.445.18.605.605 0 00-.18.445c0 .177.06.325.18.445s.268.18.445.18zm0-2.5h5c.177 0 .325-.06.445-.18s.18-.268.18-.445a.605.605 0 00-.18-.445.605.605 0 00-.445-.18h-5a.605.605 0 00-.445.18.605.605 0 00-.18.445c0 .177.06.325.18.445s.268.18.445.18zm0-2.5h5c.177 0 .325-.06.445-.18s.18-.268.18-.445a.605.605 0 00-.18-.445.605.605 0 00-.445-.18h-5a.605.605 0 00-.445.18.605.605 0 00-.18.445c0 .177.06.326.18.445.12.12.268.18.445.18zm2.5-2.969a.455.455 0 00.469-.468.455.455 0 00-.469-.47.455.455 0 00-.469.47.455.455 0 00.469.468z" fill="currentColor"></path></g><defs><clipPath id="cds-react-aria-:Rpl6emlaldadal1mla:_0"><path fill="#fff" d="M0 0h20v20H0z"></path></clipPath></defs></svg><span>2 assignments</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span>Total 20 minutes</span></h5></div><ul class="css-1xgnkn7"><li class="css-14x4878">Selecting and Training a Model<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>10 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Modeling challenges<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>10 minutes</span></span><span class="css-1v1xxas"></span></li></ul></div><div class="css-15ko5n9"><div class="css-5a2hyw"><h5 class="css-h81u6c"><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 20 20" width="24" id="cds-react-aria-:Rpl6imlaldadal1mla:" class="css-1u8qly9"><g clip-path="url(#cds-react-aria-:Rpl6imlaldadal1mla:_0)"><circle cx="10" cy="10" r="10" fill="#E8EEF7"></circle><path d="M6.25 8.567a.46.46 0 100-.919.46.46 0 000 .919zM8.37 8.107a.46.46 0 11-.92 0 .46.46 0 01.92 0zM9.57 8.567a.46.46 0 100-.919.46.46 0 000 .919z" fill="currentColor"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M5.292 14.833c-.31 0-.574-.11-.795-.33-.22-.22-.33-.486-.33-.795V6.954c0-.31.11-.574.33-.792.22-.22.485-.329.795-.329h9.75c.31 0 .574.11.794.331.22.22.33.485.33.795v6.754c0 .31-.11.574-.33.792-.22.219-.485.328-.794.328h-9.75zm0-1.125h9.75v-3.36h-9.75v3.36zm0-4.486h9.75V6.958h-9.75v2.264z" fill="currentColor"></path></g><defs><clipPath id="cds-react-aria-:Rpl6imlaldadal1mla:_0"><path fill="#fff" d="M0 0h20v20H0z"></path></clipPath></defs></svg><span>1 ungraded lab</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span>Total 60 minutes</span></h5></div><ul class="css-1xgnkn7"><li class="css-14x4878">A journey through Data<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>60 minutes</span></span><span class="css-1v1xxas"></span></li></ul></div></div></div></div></div></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-:R5qdal1mla:"><div><button class="cds-149 cds-button-disableElevation cds-button-ghost css-bkcyb" tabindex="0" type="button" aria-expanded="false"><span class="cds-button-label"><span class="css-k9ijpa"><span><div class="css-yllq6p"><div class="css-zwlk01"><h3 class="cds-7 css-1pxm1ir cds-9">Week 3: Data Definition and Baseline</h3><div class="css-chglhw"><span>Module 3</span><span aria-hidden="true" class="css-1oocsie">•</span><span><span>4 hours</span> to complete</span></div></div></div></span><span aria-hidden="true" class="css-p9hs86">Module details</span></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-:R8qjdqdal1mla:" class="css-17st3jf"><path d="M9.996 12.75a.756.756 0 01-.281-.052.69.69 0 01-.236-.156L5.528 8.59a.705.705 0 01-.226-.538.769.769 0 01.24-.531.729.729 0 011.062 0L10 10.938l3.417-3.417a.693.693 0 01.531-.219.769.769 0 01.531.24.729.729 0 01-.007 1.068l-3.951 3.932a.756.756 0 01-.525.208z" 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-:R5qdal1mla:-accordion-header" id="cds-react-aria-:R5qdal1mla:-accordion-panel" role="region"><div class="css-yam6t"><div><p class="css-4s48ix">This week is all about working with different data types and ensuring label consistency for classification problems. This leads to establishing a performance baseline for your model and discussing strategies to improve it given your time and resources constraints. This week also includes the final end-to-end project.</p><div class="css-15ko5n9"><div class="css-5a2hyw"><h4 class="css-6ecy9b">What's included</h4></div><p class="css-kqm948"><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 20 20" width="24" id="cds-react-aria-:Roqdaldqdal1mla:" class="css-1u8qly9"><g clip-path="url(#cds-react-aria-:Roqdaldqdal1mla:_0)"><circle cx="10" cy="10" r="10" fill="#E8EEF7"></circle><path d="M8.922 12.5l3.484-2.234a.3.3 0 00.14-.266.3.3 0 00-.14-.266L8.922 7.5a.278.278 0 00-.32-.016.304.304 0 00-.165.282v4.468c0 .125.055.22.165.282.109.062.216.057.32-.016zM5 15c-.344 0-.638-.122-.883-.367a1.204 1.204 0 01-.367-.883v-7.5c0-.344.122-.638.367-.883S4.657 5 5 5h10c.344 0 .638.122.883.367s.367.54.367.883v7.5c0 .344-.122.638-.367.883A1.204 1.204 0 0115 15H5zm0-1.25h10v-7.5H5v7.5z" fill="currentColor"></path></g><defs><clipPath id="cds-react-aria-:Roqdaldqdal1mla:_0"><path fill="#fff" d="M0 0h20v20H0z"></path></clipPath></defs></svg><span>17 videos</span></span><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 20 20" width="24" id="cds-react-aria-:Rpadaldqdal1mla:" class="css-1u8qly9"><g clip-path="url(#cds-react-aria-:Rpadaldqdal1mla:_0)"><circle cx="10" cy="10" r="10" fill="#E8EEF7"></circle><path d="M6.77 12.5c.49 0 .967.055 1.43.164.464.11.925.274 1.383.492V7a5.353 5.353 0 00-1.36-.563 5.734 5.734 0 00-2.57-.078c-.37.073-.726.183-1.07.329v6.187a7.095 7.095 0 011.086-.281c.36-.063.727-.094 1.102-.094zm4.063.656c.459-.219.92-.383 1.383-.492a6.417 6.417 0 012.531-.07c.36.062.722.156 1.086.281V6.687a5.417 5.417 0 00-1.07-.328 5.76 5.76 0 00-2.57.079c-.48.125-.933.312-1.36.562v6.156zm-.625 1.516c-.146 0-.284-.018-.414-.055a1.75 1.75 0 01-.367-.148 5.112 5.112 0 00-1.281-.54 5.299 5.299 0 00-1.375-.179c-.438 0-.867.057-1.29.172a5.653 5.653 0 00-1.21.484.602.602 0 01-.633-.015.604.604 0 01-.305-.547V6.313c0-.115.029-.224.086-.329a.54.54 0 01.258-.234c.48-.25.98-.438 1.5-.563A6.805 6.805 0 016.771 5a6.739 6.739 0 013.438.938A6.737 6.737 0 0113.645 5c.541 0 1.073.063 1.593.188.521.125 1.021.312 1.5.562.115.052.201.13.258.234a.671.671 0 01.086.329v7.53c0 .24-.101.423-.304.548a.602.602 0 01-.633.015 5.655 5.655 0 00-1.211-.484 4.896 4.896 0 00-1.29-.172c-.468 0-.926.06-1.374.18-.448.12-.875.3-1.282.539a1.751 1.751 0 01-.367.148c-.13.037-.268.055-.414.055z" fill="currentColor"></path></g><defs><clipPath id="cds-react-aria-:Rpadaldqdal1mla:_0"><path fill="#fff" d="M0 0h20v20H0z"></path></clipPath></defs></svg><span>5 readings</span></span><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 20 20" width="24" id="cds-react-aria-:Rpqdaldqdal1mla:" class="css-1u8qly9"><g clip-path="url(#cds-react-aria-:Rpqdaldqdal1mla:_0)"><circle cx="10" cy="10" r="10" fill="#E8EEF7"></circle><path d="M5.75 15.5c-.344 0-.638-.122-.883-.367a1.204 1.204 0 01-.367-.883V5.5c0-.344.122-.638.367-.883s.54-.367.883-.367h2.625c.135-.375.362-.677.68-.906.317-.23.674-.344 1.07-.344s.753.115 1.07.344c.318.229.545.531.68.906H14.5c.344 0 .638.122.883.367s.367.54.367.883v8.75c0 .344-.122.638-.367.883a1.204 1.204 0 01-.883.367H5.75zm0-1.25h8.75V5.5H5.75v8.75zM7.625 13h3.125c.177 0 .325-.06.445-.18s.18-.268.18-.445a.605.605 0 00-.18-.445.605.605 0 00-.445-.18H7.625a.605.605 0 00-.445.18.605.605 0 00-.18.445c0 .177.06.325.18.445s.268.18.445.18zm0-2.5h5c.177 0 .325-.06.445-.18s.18-.268.18-.445a.605.605 0 00-.18-.445.605.605 0 00-.445-.18h-5a.605.605 0 00-.445.18.605.605 0 00-.18.445c0 .177.06.325.18.445s.268.18.445.18zm0-2.5h5c.177 0 .325-.06.445-.18s.18-.268.18-.445a.605.605 0 00-.18-.445.605.605 0 00-.445-.18h-5a.605.605 0 00-.445.18.605.605 0 00-.18.445c0 .177.06.326.18.445.12.12.268.18.445.18zm2.5-2.969a.455.455 0 00.469-.468.455.455 0 00-.469-.47.455.455 0 00-.469.47.455.455 0 00.469.468z" fill="currentColor"></path></g><defs><clipPath id="cds-react-aria-:Rpqdaldqdal1mla:_0"><path fill="#fff" d="M0 0h20v20H0z"></path></clipPath></defs></svg><span>2 assignments</span></span><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 20 20" width="24" id="cds-react-aria-:Rqadaldqdal1mla:" class="css-1u8qly9"><g clip-path="url(#cds-react-aria-:Rqadaldqdal1mla:_0)"><circle cx="10" cy="10" r="10" fill="#E8EEF7"></circle><path d="M6.25 8.567a.46.46 0 100-.919.46.46 0 000 .919zM8.37 8.107a.46.46 0 11-.92 0 .46.46 0 01.92 0zM9.57 8.567a.46.46 0 100-.919.46.46 0 000 .919z" fill="currentColor"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M5.292 14.833c-.31 0-.574-.11-.795-.33-.22-.22-.33-.486-.33-.795V6.954c0-.31.11-.574.33-.792.22-.22.485-.329.795-.329h9.75c.31 0 .574.11.794.331.22.22.33.485.33.795v6.754c0 .31-.11.574-.33.792-.22.219-.485.328-.794.328h-9.75zm0-1.125h9.75v-3.36h-9.75v3.36zm0-4.486h9.75V6.958h-9.75v2.264z" fill="currentColor"></path></g><defs><clipPath id="cds-react-aria-:Rqadaldqdal1mla:_0"><path fill="#fff" d="M0 0h20v20H0z"></path></clipPath></defs></svg><span>2 ungraded labs</span></span></p><div id="cds-react-aria-:R2laldqdal1mla:" aria-label="Info about module content" class="css-xp0srt"><button class="cds-149 cds-ShowMoreContainer-ctaButton cds-button-disableElevation cds-button-ghost css-1mtfnx6" tabindex="0" type="button" aria-controls="cds-react-aria-:R2laldqdal1mla:-content" aria-expanded="false" aria-label="Info about module content" id="cds-react-aria-:R2laldqdal1mla:-cta"><span class="cds-button-label"><span class="cds-button-startIcon"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 20 20" width="24" class="cds-ShowMoreContainer-ctaIcon css-1u8qly9" id="cds-react-aria-:Rb9mlaldqdal1mla:"><path d="M10.875 10L7.458 6.583a.73.73 0 010-1.062.73.73 0 011.07.007l3.951 3.951a.756.756 0 01.208.525.69.69 0 01-.208.517l-3.951 3.951a.693.693 0 01-.528.226.759.759 0 01-.52-.24.73.73 0 010-1.062L10.874 10z" fill="currentColor"></path></svg></span>Show info about module content</span></button><div class="cds-187 cds-189" style="min-height:0px"><div class="cds-190"><div class="cds-191"><div aria-hidden="true" aria-labelledby="cds-react-aria-:R2laldqdal1mla:-cta" class="cds-ShowMoreContainer-content cds-ShowMoreContainer-silent" id="cds-react-aria-:R2laldqdal1mla:-content" role="region"><div class="css-15ko5n9"><div class="css-5a2hyw"><h5 class="css-h81u6c"><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 20 20" width="24" id="cds-react-aria-:Rpl66mlaldqdal1mla:" class="css-1u8qly9"><g clip-path="url(#cds-react-aria-:Rpl66mlaldqdal1mla:_0)"><circle cx="10" cy="10" r="10" fill="#E8EEF7"></circle><path d="M8.922 12.5l3.484-2.234a.3.3 0 00.14-.266.3.3 0 00-.14-.266L8.922 7.5a.278.278 0 00-.32-.016.304.304 0 00-.165.282v4.468c0 .125.055.22.165.282.109.062.216.057.32-.016zM5 15c-.344 0-.638-.122-.883-.367a1.204 1.204 0 01-.367-.883v-7.5c0-.344.122-.638.367-.883S4.657 5 5 5h10c.344 0 .638.122.883.367s.367.54.367.883v7.5c0 .344-.122.638-.367.883A1.204 1.204 0 0115 15H5zm0-1.25h10v-7.5H5v7.5z" fill="currentColor"></path></g><defs><clipPath id="cds-react-aria-:Rpl66mlaldqdal1mla:_0"><path fill="#fff" d="M0 0h20v20H0z"></path></clipPath></defs></svg><span>17 videos</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span>Total 128 minutes</span></h5></div><ul class="css-1xgnkn7"><li class="css-14x4878">Why is data definition hard?<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>4 minutes</span></span><span><span aria-hidden="true" class="css-1oocsie">•</span><a data-click-key="unified_description_page.consumer_course_page.click.syllabus_item_link" data-click-value="{"href":"/lecture/introduction-to-machine-learning-in-production/why-is-data-definition-hard-M3d3S","name":"Why is data definition hard?","namespace":{"action":"click","app":"unified_description_page","component":"syllabus_item_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="syllabus_item_link" data-track-href="/lecture/introduction-to-machine-learning-in-production/why-is-data-definition-hard-M3d3S" href="/lecture/introduction-to-machine-learning-in-production/why-is-data-definition-hard-M3d3S" to="/lecture/introduction-to-machine-learning-in-production/why-is-data-definition-hard-M3d3S" class="css-1p52tnk" target="_blank" rel="noopener noreferrer">Preview module</a></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">More label ambiguity examples<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>9 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Major types of data problems<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>11 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Small data and label consistency<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>8 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Improving label consistency<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>9 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Human level performance (HLP)<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>10 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Raising HLP<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>8 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Obtaining data<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>12 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Data pipelines<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>5 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Meta-data, data provenance and lineage<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>9 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Balanced train/dev/test splits<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>4 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">What is scoping?<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>2 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Scoping process<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>6 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Diligence on feasibility and value<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>14 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Diligence on value<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>6 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Milestones and resourcing<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>2 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Final project overview<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>1 minute</span></span><span class="css-1v1xxas"></span></li></ul></div><div class="css-15ko5n9"><div class="css-5a2hyw"><h5 class="css-h81u6c"><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 20 20" width="24" id="cds-react-aria-:Rpl6amlaldqdal1mla:" class="css-1u8qly9"><g clip-path="url(#cds-react-aria-:Rpl6amlaldqdal1mla:_0)"><circle cx="10" cy="10" r="10" fill="#E8EEF7"></circle><path d="M6.77 12.5c.49 0 .967.055 1.43.164.464.11.925.274 1.383.492V7a5.353 5.353 0 00-1.36-.563 5.734 5.734 0 00-2.57-.078c-.37.073-.726.183-1.07.329v6.187a7.095 7.095 0 011.086-.281c.36-.063.727-.094 1.102-.094zm4.063.656c.459-.219.92-.383 1.383-.492a6.417 6.417 0 012.531-.07c.36.062.722.156 1.086.281V6.687a5.417 5.417 0 00-1.07-.328 5.76 5.76 0 00-2.57.079c-.48.125-.933.312-1.36.562v6.156zm-.625 1.516c-.146 0-.284-.018-.414-.055a1.75 1.75 0 01-.367-.148 5.112 5.112 0 00-1.281-.54 5.299 5.299 0 00-1.375-.179c-.438 0-.867.057-1.29.172a5.653 5.653 0 00-1.21.484.602.602 0 01-.633-.015.604.604 0 01-.305-.547V6.313c0-.115.029-.224.086-.329a.54.54 0 01.258-.234c.48-.25.98-.438 1.5-.563A6.805 6.805 0 016.771 5a6.739 6.739 0 013.438.938A6.737 6.737 0 0113.645 5c.541 0 1.073.063 1.593.188.521.125 1.021.312 1.5.562.115.052.201.13.258.234a.671.671 0 01.086.329v7.53c0 .24-.101.423-.304.548a.602.602 0 01-.633.015 5.655 5.655 0 00-1.211-.484 4.896 4.896 0 00-1.29-.172c-.468 0-.926.06-1.374.18-.448.12-.875.3-1.282.539a1.751 1.751 0 01-.367.148c-.13.037-.268.055-.414.055z" fill="currentColor"></path></g><defs><clipPath id="cds-react-aria-:Rpl6amlaldqdal1mla:_0"><path fill="#fff" d="M0 0h20v20H0z"></path></clipPath></defs></svg><span>5 readings</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span>Total 18 minutes</span></h5></div><ul class="css-1xgnkn7"><li class="css-14x4878">[IMPORTANT] Reminder about end of access to Lab Notebooks<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>2 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Week 3 Optional References<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>3 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Lecture Notes Week 3<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>5 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">References<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>5 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Acknowledgments<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>3 minutes</span></span><span class="css-1v1xxas"></span></li></ul></div><div class="css-15ko5n9"><div class="css-5a2hyw"><h5 class="css-h81u6c"><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 20 20" width="24" id="cds-react-aria-:Rpl6emlaldqdal1mla:" class="css-1u8qly9"><g clip-path="url(#cds-react-aria-:Rpl6emlaldqdal1mla:_0)"><circle cx="10" cy="10" r="10" fill="#E8EEF7"></circle><path d="M5.75 15.5c-.344 0-.638-.122-.883-.367a1.204 1.204 0 01-.367-.883V5.5c0-.344.122-.638.367-.883s.54-.367.883-.367h2.625c.135-.375.362-.677.68-.906.317-.23.674-.344 1.07-.344s.753.115 1.07.344c.318.229.545.531.68.906H14.5c.344 0 .638.122.883.367s.367.54.367.883v8.75c0 .344-.122.638-.367.883a1.204 1.204 0 01-.883.367H5.75zm0-1.25h8.75V5.5H5.75v8.75zM7.625 13h3.125c.177 0 .325-.06.445-.18s.18-.268.18-.445a.605.605 0 00-.18-.445.605.605 0 00-.445-.18H7.625a.605.605 0 00-.445.18.605.605 0 00-.18.445c0 .177.06.325.18.445s.268.18.445.18zm0-2.5h5c.177 0 .325-.06.445-.18s.18-.268.18-.445a.605.605 0 00-.18-.445.605.605 0 00-.445-.18h-5a.605.605 0 00-.445.18.605.605 0 00-.18.445c0 .177.06.325.18.445s.268.18.445.18zm0-2.5h5c.177 0 .325-.06.445-.18s.18-.268.18-.445a.605.605 0 00-.18-.445.605.605 0 00-.445-.18h-5a.605.605 0 00-.445.18.605.605 0 00-.18.445c0 .177.06.326.18.445.12.12.268.18.445.18zm2.5-2.969a.455.455 0 00.469-.468.455.455 0 00-.469-.47.455.455 0 00-.469.47.455.455 0 00.469.468z" fill="currentColor"></path></g><defs><clipPath id="cds-react-aria-:Rpl6emlaldqdal1mla:_0"><path fill="#fff" d="M0 0h20v20H0z"></path></clipPath></defs></svg><span>2 assignments</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span>Total 30 minutes</span></h5></div><ul class="css-1xgnkn7"><li class="css-14x4878">Data Stage of the ML Production Lifecycle<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>20 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Scoping (optional)<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>10 minutes</span></span><span class="css-1v1xxas"></span></li></ul></div><div class="css-15ko5n9"><div class="css-5a2hyw"><h5 class="css-h81u6c"><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 20 20" width="24" id="cds-react-aria-:Rpl6imlaldqdal1mla:" class="css-1u8qly9"><g clip-path="url(#cds-react-aria-:Rpl6imlaldqdal1mla:_0)"><circle cx="10" cy="10" r="10" fill="#E8EEF7"></circle><path d="M6.25 8.567a.46.46 0 100-.919.46.46 0 000 .919zM8.37 8.107a.46.46 0 11-.92 0 .46.46 0 01.92 0zM9.57 8.567a.46.46 0 100-.919.46.46 0 000 .919z" fill="currentColor"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M5.292 14.833c-.31 0-.574-.11-.795-.33-.22-.22-.33-.486-.33-.795V6.954c0-.31.11-.574.33-.792.22-.22.485-.329.795-.329h9.75c.31 0 .574.11.794.331.22.22.33.485.33.795v6.754c0 .31-.11.574-.33.792-.22.219-.485.328-.794.328h-9.75zm0-1.125h9.75v-3.36h-9.75v3.36zm0-4.486h9.75V6.958h-9.75v2.264z" fill="currentColor"></path></g><defs><clipPath id="cds-react-aria-:Rpl6imlaldqdal1mla:_0"><path fill="#fff" d="M0 0h20v20H0z"></path></clipPath></defs></svg><span>2 ungraded labs</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span>Total 105 minutes</span></h5></div><ul class="css-1xgnkn7"><li class="css-14x4878">Data Labeling<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>45 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">The Machine Learning Project Lifecycle<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>60 minutes</span></span><span class="css-1v1xxas"></span></li></ul></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-113 cds-126"><div class="css-pas860"><div class="css-132y21x"><div class="css-xs8kz1"><h3 class="cds-7 cds-Typography-base css-h1jogs cds-9"><span>Instructor</span></h3><div class="css-m0iu9z"><div class="css-re0p9s"><span class="css-kimdhf">Instructor ratings</span><button class="cds-149 cds-button-disableElevation cds-button-ghost css-1vlgx7e" tabindex="0" type="button" aria-label="Information about instructor ratings"><span class="cds-button-label"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 20 20" width="16" id="cds-react-aria-:R2dajacdel1mla:" class="css-1u8qly9"><path d="M9.996 14c.21 0 .39-.072.535-.216a.72.72 0 00.219-.534v-3.5a.728.728 0 00-.214-.534.72.72 0 00-.532-.216.734.734 0 00-.535.216.72.72 0 00-.219.534v3.5c0 .213.071.39.214.534a.72.72 0 00.532.216zm0-6.5c.21 0 .39-.071.535-.214a.714.714 0 00.219-.532.736.736 0 00-.214-.535.714.714 0 00-.532-.219.736.736 0 00-.535.214.714.714 0 00-.219.532c0 .21.071.39.214.535.143.146.32.219.532.219zm.01 10.5a7.81 7.81 0 01-3.11-.625 8.064 8.064 0 01-2.552-1.719 8.065 8.065 0 01-1.719-2.551A7.819 7.819 0 012 9.99c0-1.104.208-2.14.625-3.105a8.066 8.066 0 014.27-4.26A7.819 7.819 0 0110.01 2a7.75 7.75 0 013.105.625 8.082 8.082 0 014.26 4.265A7.77 7.77 0 0118 9.994a7.81 7.81 0 01-.625 3.11 8.063 8.063 0 01-1.719 2.552 8.081 8.081 0 01-2.546 1.719 7.77 7.77 0 01-3.104.625z" fill="currentColor"></path></svg></span></button><div role="presentation" dir="ltr" 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0 01.23-.584L8.833 10 4.75 5.917a.79.79 0 01-.229-.584.79.79 0 01.23-.583.79.79 0 01.582-.23.79.79 0 01.584.23L10 8.833l4.084-4.083a.79.79 0 01.583-.23.79.79 0 01.583.23.79.79 0 01.23.583.79.79 0 01-.23.584L11.167 10l4.083 4.083a.79.79 0 01.23.584.79.79 0 01-.23.583.79.79 0 01-.583.23.79.79 0 01-.583-.23L10 11.167z" fill="currentColor"></path></svg></button></div><div data-testid="scroll-container" class="css-k0ld8m"><div id="cds-react-aria-:Rbjacdel1mla:-headingGroup" class="css-1xq57z9"><h2 class="css-tlf8h5">Instructor ratings</h2></div><div id="dialog-content-1848c8f3-e0f2-4c17-8a18-552b6254cdfc" class="css-11krhap"><p class="css-4s48ix">We asked all learners to give feedback on our instructors based on the quality of their teaching style.</p></div><div class="css-1hllf5q"><button class="cds-149 cds-button-disableElevation cds-button-primary css-1fszxnt" 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><span class="css-13ciukr"><span aria-label="4.9 stars" role="group" class="css-15ld0c5">4.9<!-- --> <svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="css-7ecn5y" id="cds-react-aria-:R5placdel1mla:"><path d="M10 14.063l-3.417 2.041a.747.747 0 01-.833-.042.752.752 0 01-.25-.343.706.706 0 01-.02-.448l.895-3.813-3.02-2.562a.68.68 0 01-.23-.386.887.887 0 01.02-.427.687.687 0 01.23-.343.741.741 0 01.417-.157L7.75 7.23l1.563-3.625A.754.754 0 0110 3.146a.747.747 0 01.688.458L12.25 7.25l3.958.333c.167.014.306.07.417.167a.771.771 0 01.24.77.74.74 0 01-.24.376l-3 2.562.896 3.813a.706.706 0 01-.02.448.752.752 0 01-.25.344.747.747 0 01-.834.041L10 14.063z" fill="currentColor"></path></svg></span><span class="css-1f9ufav">(<span>1,015 ratings</span>)</span></span></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/2a/6192a04f1311e7ba12057425631cbc/AndrewNg-Headshot.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/2a/6192a04f1311e7ba12057425631cbc/AndrewNg-Headshot.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/2a/6192a04f1311e7ba12057425631cbc/AndrewNg-Headshot.jpg?auto=format%2Ccompress&dpr=3&w=75&h=75&fit=crop 3x" class="css-1hhx4js" style="max-width:75px;max-height:75px" alt="Andrew Ng"/></div><div><div class="css-z3nr14"><div class="css-vg4xnv"><div class="css-m47fy3"><p class="css-5fnvki">Top Instructor</p></div></div></div><div><a data-click-key="unified_description_page.consumer_course_page.click.hero_instructor" data-click-value="{"href":"/instructor/andrewng","namespace":{"action":"click","app":"unified_description_page","component":"hero_instructor","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="hero_instructor" data-track-href="/instructor/andrewng" href="/instructor/andrewng" to="/instructor/andrewng" class="cds-7 cds-1 cds-3 css-1famv09 cds-30"><span class="css-6ecy9b">Andrew Ng</span></a></div><div class="css-kimdhf">DeepLearning.AI</div><div class="css-1dd751w"><span class="css-kimdhf"><span>46 Courses</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span class="css-kimdhf"><span>8,146,318 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 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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-1rlln5c">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-1rlln5c">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-1rlln5c">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="reviews" class="css-1cps6el"><div><div><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="reviews_module" role="presentation"><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 cds-49 cds-112"><div class="css-khgowu"><h2 class="cds-7 cds-Typography-base css-h1jogs cds-9">Learner reviews</h2></div><div class="cds-45 css-1lz4ijf"><span class="css-1yn2rvo"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="css-ymyu1y" id="cds-react-aria-:Rj6l6lhmla:"><path d="M10 14.063l-3.417 2.041a.747.747 0 01-.833-.042.752.752 0 01-.25-.343.706.706 0 01-.02-.448l.895-3.813-3.02-2.562a.68.68 0 01-.23-.386.887.887 0 01.02-.427.687.687 0 01.23-.343.741.741 0 01.417-.157L7.75 7.23l1.563-3.625A.754.754 0 0110 3.146a.747.747 0 01.688.458L12.25 7.25l3.958.333c.167.014.306.07.417.167a.771.771 0 01.24.77.74.74 0 01-.24.376l-3 2.562.896 3.813a.706.706 0 01-.02.448.752.752 0 01-.25.344.747.747 0 01-.834.041L10 14.063z" fill="currentColor"></path></svg><span class="cds-7 cds-Typography-base css-bbd009 cds-9">4.8</span><p class="css-1crf7el"><span><span>3,154</span> reviews</span></p></span><div data-unit="reviews-bar-graph" data-testid="reviews-bar-graph"><ul class="css-1e07j81"><li class="css-1xgm7zn"><span class="css-nutdox"><span class="css-6ecy9b">5 stars</span></span><span class="css-s3lkrs"></span><span class="css-18sav04"><div class="css-kr9s5j"><div class="css-ckeeom"></div></div></span><span class="css-s3lkrs"></span><span class="css-106vu41"><p class="css-kimdhf"><span>84.36%</span></p></span></li><li class="css-1xgm7zn"><span class="css-nutdox"><span class="css-6ecy9b">4 stars</span></span><span class="css-s3lkrs"></span><span class="css-18sav04"><div class="css-kr9s5j"><div class="css-ylvbvq"></div></div></span><span class="css-s3lkrs"></span><span class="css-106vu41"><p class="css-kimdhf"><span>12.88%</span></p></span></li><li class="css-1xgm7zn"><span class="css-nutdox"><span class="css-6ecy9b">3 stars</span></span><span class="css-s3lkrs"></span><span class="css-18sav04"><div class="css-kr9s5j"><div class="css-vkndcd"></div></div></span><span class="css-s3lkrs"></span><span class="css-106vu41"><p class="css-kimdhf"><span>1.86%</span></p></span></li><li class="css-1xgm7zn"><span class="css-nutdox"><span class="css-6ecy9b">2 stars</span></span><span class="css-s3lkrs"></span><span class="css-18sav04"><div class="css-kr9s5j"><div class="css-m0gzvr"></div></div></span><span class="css-s3lkrs"></span><span class="css-106vu41"><p class="css-kimdhf"><span>0.60%</span></p></span></li><li class="css-1xgm7zn"><span class="css-nutdox"><span class="css-6ecy9b">1 star</span></span><span class="css-s3lkrs"></span><span class="css-18sav04"><div class="css-kr9s5j"><div class="css-1up1dvy"></div></div></span><span class="css-s3lkrs"></span><span class="css-106vu41"><p class="css-kimdhf"><span>0.28%</span></p></span></li></ul></div></div></div><div class="cds-45 css-0 cds-46 cds-47 cds-grid-item cds-116"><div class="cds-45 css-14oa9hf cds-46 cds-47 cds-grid-item"><p class="css-1ena9as">Showing 3 of 3154</p></div><div class="cds-45 css-1x8gsyu cds-47 cds-grid-item"><div class="css-lgbalw"><div class="css-1diqd9m"><div class="cds-7 cds-Typography-base css-1oqze1z cds-9" aria-hidden="true">R</div></div><div class="css-n220f0"><div class="css-6ecy9b">RG</div></div><div class="css-12sixi4"><span class="css-1mdv9e0"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 20 20" width="16" class="css-impjf" id="cds-react-aria-:Rj6smlalhmla:"><path d="M10 14.063l-3.417 2.041a.747.747 0 01-.833-.042.752.752 0 01-.25-.343.706.706 0 01-.02-.448l.895-3.813-3.02-2.562a.68.68 0 01-.23-.386.887.887 0 01.02-.427.687.687 0 01.23-.343.741.741 0 01.417-.157L7.75 7.23l1.563-3.625A.754.754 0 0110 3.146a.747.747 0 01.688.458L12.25 7.25l3.958.333c.167.014.306.07.417.167a.771.771 0 01.24.77.74.74 0 01-.24.376l-3 2.562.896 3.813a.706.706 0 01-.02.448.752.752 0 01-.25.344.747.747 0 01-.834.041L10 14.063z" fill="currentColor"></path></svg><span class="css-1pp65a0">5</span><p class="css-kimdhf">Reviewed on Jun 5, 2021</p></span><div class="css-10jtpc0"><div class="rc-TogglableContent about-section collapsed"><div class="content" style="height:78px" aria-hidden="false"><div class="content-inner"><p> really a great course. It'll really change your way of thinking ML in production use and will help you better understand how can you leverage the power of ML in a way that I'll really create a value</p></div></div></div></div></div></div><div class="css-lgbalw"><div class="css-1diqd9m"><div class="cds-7 cds-Typography-base css-1oqze1z cds-9" aria-hidden="true">E</div></div><div class="css-n220f0"><div class="css-6ecy9b">EW</div></div><div class="css-12sixi4"><span class="css-1mdv9e0"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 20 20" width="16" class="css-impjf" id="cds-react-aria-:Rj6t6lalhmla:"><path d="M10 14.063l-3.417 2.041a.747.747 0 01-.833-.042.752.752 0 01-.25-.343.706.706 0 01-.02-.448l.895-3.813-3.02-2.562a.68.68 0 01-.23-.386.887.887 0 01.02-.427.687.687 0 01.23-.343.741.741 0 01.417-.157L7.75 7.23l1.563-3.625A.754.754 0 0110 3.146a.747.747 0 01.688.458L12.25 7.25l3.958.333c.167.014.306.07.417.167a.771.771 0 01.24.77.74.74 0 01-.24.376l-3 2.562.896 3.813a.706.706 0 01-.02.448.752.752 0 01-.25.344.747.747 0 01-.834.041L10 14.063z" fill="currentColor"></path></svg><span class="css-1pp65a0">5</span><p class="css-kimdhf">Reviewed on Nov 16, 2024</p></span><div class="css-10jtpc0"><div class="rc-TogglableContent about-section collapsed"><div class="content" style="height:78px" aria-hidden="false"><div class="content-inner"><p>I learned many new perspective on how I can build my machine learning product and some pitfalls that could happen. It gives me fundamental on how do I design my product better.</p></div></div></div></div></div></div><div class="css-lgbalw"><div class="css-1diqd9m"><div class="cds-7 cds-Typography-base css-1oqze1z cds-9" aria-hidden="true">E</div></div><div class="css-n220f0"><div class="css-6ecy9b">EG</div></div><div class="css-12sixi4"><span class="css-1mdv9e0"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 20 20" width="16" class="css-impjf" id="cds-react-aria-:Rj6tmlalhmla:"><path d="M10 14.063l-3.417 2.041a.747.747 0 01-.833-.042.752.752 0 01-.25-.343.706.706 0 01-.02-.448l.895-3.813-3.02-2.562a.68.68 0 01-.23-.386.887.887 0 01.02-.427.687.687 0 01.23-.343.741.741 0 01.417-.157L7.75 7.23l1.563-3.625A.754.754 0 0110 3.146a.747.747 0 01.688.458L12.25 7.25l3.958.333c.167.014.306.07.417.167a.771.771 0 01.24.77.74.74 0 01-.24.376l-3 2.562.896 3.813a.706.706 0 01-.02.448.752.752 0 01-.25.344.747.747 0 01-.834.041L10 14.063z" fill="currentColor"></path></svg><span class="css-1pp65a0">5</span><p class="css-kimdhf">Reviewed on May 20, 2021</p></span><div class="css-10jtpc0"><div class="rc-TogglableContent about-section collapsed"><div class="content" style="height:78px" aria-hidden="false"><div class="content-inner"><p>Excellent course, as always! Many thanks! Great combination of theory + notebooks with practical examples.Everything is perfectly structured. I will recommend this course to everyone!</p></div></div></div></div></div></div><div class="css-12rjlk5"><a data-click-key="unified_description_page.consumer_course_page.click.reviews_module_view_more_cta" data-click-value="{"href":"/learn/introduction-to-machine-learning-in-production/reviews","namespace":{"action":"click","app":"unified_description_page","component":"reviews_module_view_more_cta","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="reviews_module_view_more_cta" data-track-href="/learn/introduction-to-machine-learning-in-production/reviews" href="/learn/introduction-to-machine-learning-in-production/reviews" to="/learn/introduction-to-machine-learning-in-production/reviews" class="cds-7 cds-1 cds-3 css-vflzcf cds-30"><span class="css-4s48ix">View more reviews</span></a></div></div></div></div></div></div></div></div></div><div><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="articles_unified_description_page_recs" role="presentation"><div class="css-1cps6el"><div><div class="cds-37 css-1cxrrkn cds-38 cds-43"><div class="cds-45 css-1kspkkz cds-46"><div class="cds-45 css-w5mz8a cds-46 cds-47 cds-grid-item cds-92"><div class="cds-45 css-0 cds-47 cds-grid-item cds-92"><h2 class="css-zhg7cd">New to Machine Learning? 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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-1u1pj70 cds-30" aria-label="Learn more about Coursera for Business">Learn more<span class="cds-link-icon css-tm11mp"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" id="cds-react-aria-:Rnamlqlpmla:" class="css-1u8qly9"><path d="M13.125 10.75H4.75a.728.728 0 01-.535-.214.72.72 0 01-.215-.532c0-.21.072-.39.215-.535a.72.72 0 01.535-.219h8.375L9.454 5.579a.721.721 0 01-.225-.527c0-.201.077-.382.23-.541a.745.745 0 011.058.006l4.954 4.96a.722.722 0 01.216.526.76.76 0 01-.052.282.692.692 0 01-.156.236l-4.958 4.958a.681.681 0 01-.521.219.776.776 0 01-.52-.23.766.766 0 01-.23-.544.71.71 0 01.23-.528l3.645-3.646z" 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-:R2qlalaltmla:" class="css-13owyir"><div data-testid="visually-hidden" aria-live="polite" id="cds-react-aria-:R2qlalaltmla:-expanded-descriptor" tabindex="-1" class="css-1whdyhf"></div><div aria-label="Collapsed" class="cds-ShowMoreList-listContainer" id="cds-react-aria-:R2qlalaltmla:-listContainer" role="list"><div aria-posinset="1" aria-setsize="17" role="listitem"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_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-:R4mmqlalaltmla:"><h3 aria-controls="cds-react-aria-:R4mmqlalaltmla:-accordion-panel" class="css-wbbswt"><button class="cds-149 cds-AccordionHeader-button css-1wk81cj" tabindex="0" type="button" aria-expanded="false" id="cds-react-aria-:R4mmqlalaltmla:-accordion-header"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 20 20" width="24" class="cds-AccordionHeader-chevron css-1u8qly9" id="cds-react-aria-:Rmjcmmqlalaltmla:"><path d="M10.875 10L7.458 6.583a.73.73 0 010-1.062.73.73 0 011.07.007l3.951 3.951a.756.756 0 01.208.525.69.69 0 01-.208.517l-3.951 3.951a.693.693 0 01-.528.226.759.759 0 01-.52-.24.73.73 0 010-1.062L10.874 10z" fill="currentColor"></path></svg><div class="cds-AccordionHeader-content"><div class="cds-AccordionHeader-labelGroup"><span class="css-6ecy9b">What is machine learning engineering for production? Why is it relevant? </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-:R4mmqlalaltmla:-accordion-header" id="cds-react-aria-:R4mmqlalaltmla:-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-g2bbpm"><p data-text-variant="body1"><span><span>Machine learning engineering for production refers to the tools, techniques, and practical experiences that transform theoretical ML knowledge into a production-ready skillset. </span></span></p><p data-text-variant="body1"><span><span>Effectively deploying machine learning models requires competencies more commonly found in technical fields such as software engineering and DevOps. Machine learning engineering for production combines the foundational concepts of machine learning with the functional expertise of modern software development and engineering roles. </span></span></p><p data-text-variant="body1"><span><span>Understanding machine learning and deep learning concepts is essential, but if you’re looking to build an effective AI career, you need production engineering capabilities as well. With machine learning engineering for production, you can turn your knowledge of machine learning into production-ready skills.</span></span></p></div></div></div></div></div></div></div></div></div></div></div></div></div><div aria-posinset="2" aria-setsize="17" role="listitem"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_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-:R56mqlalaltmla:"><h3 aria-controls="cds-react-aria-:R56mqlalaltmla:-accordion-panel" class="css-wbbswt"><button class="cds-149 cds-AccordionHeader-button css-1wk81cj" tabindex="0" type="button" aria-expanded="false" id="cds-react-aria-:R56mqlalaltmla:-accordion-header"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 20 20" width="24" class="cds-AccordionHeader-chevron css-1u8qly9" id="cds-react-aria-:Rmjd6mqlalaltmla:"><path d="M10.875 10L7.458 6.583a.73.73 0 010-1.062.73.73 0 011.07.007l3.951 3.951a.756.756 0 01.208.525.69.69 0 01-.208.517l-3.951 3.951a.693.693 0 01-.528.226.759.759 0 01-.52-.24.73.73 0 010-1.062L10.874 10z" fill="currentColor"></path></svg><div class="cds-AccordionHeader-content"><div class="cds-AccordionHeader-labelGroup"><span class="css-6ecy9b">What is the Machine Learning in Production Course about?</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-:R56mqlalaltmla:-accordion-header" id="cds-react-aria-:R56mqlalaltmla:-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-g2bbpm"><p><span><span>The Machine Learning in Production course covers how to conceptualize integrated systems that continuously operate in production as well as solve common challenges unique to the production environment. In striking contrast with standard machine learning modeling, production systems need to handle evolving data. Moreover, the production system must run non-stop at the minimum cost while producing the maximum performance.</span></span></p><p><span><span>In this Machine Learning in Production course, you will build intuition about designing a production ML system end-to-end: project scoping, data needs, modeling strategies, and deployment patterns and technologies. You will learn strategies for addressing common challenges in production like establishing a model baseline, addressing concept drift, and performing error analysis. You’ll follow a framework for developing, deploying, and continuously improving a productionized ML application.</span></span></p></div></div></div></div></div></div></div></div></div></div></div></div></div><div aria-posinset="3" aria-setsize="17" role="listitem"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_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-:R5mmqlalaltmla:"><h3 aria-controls="cds-react-aria-:R5mmqlalaltmla:-accordion-panel" class="css-wbbswt"><button class="cds-149 cds-AccordionHeader-button css-1wk81cj" tabindex="0" type="button" aria-expanded="false" id="cds-react-aria-:R5mmqlalaltmla:-accordion-header"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 20 20" width="24" class="cds-AccordionHeader-chevron css-1u8qly9" id="cds-react-aria-:Rmjdmmqlalaltmla:"><path d="M10.875 10L7.458 6.583a.73.73 0 010-1.062.73.73 0 011.07.007l3.951 3.951a.756.756 0 01.208.525.69.69 0 01-.208.517l-3.951 3.951a.693.693 0 01-.528.226.759.759 0 01-.52-.24.73.73 0 010-1.062L10.874 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 after completing the Machine Learning in Production course?</span></div></div></button></h3><div class="cds-187 cds-189" style="min-height:0px"><div class="cds-190"><div class="cds-191"><div aria-labelledby="cds-react-aria-:R5mmqlalaltmla:-accordion-header" id="cds-react-aria-:R5mmqlalaltmla:-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-g2bbpm"><p data-text-variant="body1"><span><span>By the end, you will be ready to:</span></span></p><p data-text-variant="body1"><span><span>Design an ML production system end-to-end: project scoping, data needs, modeling strategies, and deployment requirements.</span></span></p><p data-text-variant="body1"><span><span>Establish a model baseline, address concept drift, and prototype how to develop, deploy, and continuously improve a productionized ML application.</span></span></p><p data-text-variant="body1"><span><span>Build data pipelines by gathering, cleaning, and validating datasets.</span></span></p><p data-text-variant="body1"><span><span>Implement feature engineering, transformation, and selection with TensorFlow Extended.</span></span></p><p data-text-variant="body1"><span><span>Establish data lifecycle by leveraging data lineage and provenance metadata tools and follow data evolution with enterprise data schemas.</span></span></p><p data-text-variant="body1"><span><span>Apply techniques to manage modeling resources and best serve offline/online inference requests.</span></span></p><p data-text-variant="body1"><span><span>Use analytics to address model fairness, explainability issues, and mitigate bottlenecks.</span></span></p><p data-text-variant="body1"><span><span>Deliver deployment pipelines for model serving that require different infrastructures.</span></span></p><p data-text-variant="body1"><span><span>Apply best practices and progressive delivery techniques to maintain a continuously operating production system.</span></span></p></div></div></div></div></div></div></div></div></div></div></div></div></div><div class="cds-187 cds-ShowMoreList-collapseContainer cds-189" style="min-height:0px"><div class="cds-190"><div class="cds-191"><div aria-hidden="true" aria-posinset="4" aria-setsize="17" class="cds-ShowMoreList-firstExpandedItem" role="listitem" tabindex="-1"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_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-:Rgqmqlalaltmla:"><h3 aria-controls="cds-react-aria-:Rgqmqlalaltmla:-accordion-panel" class="css-wbbswt"><button class="cds-149 cds-AccordionHeader-button css-1wk81cj" tabindex="0" type="button" aria-expanded="false" id="cds-react-aria-:Rgqmqlalaltmla:-accordion-header"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 20 20" width="24" class="cds-AccordionHeader-chevron css-1u8qly9" id="cds-react-aria-:R2qdgqmqlalaltmla:"><path d="M10.875 10L7.458 6.583a.73.73 0 010-1.062.73.73 0 011.07.007l3.951 3.951a.756.756 0 01.208.525.69.69 0 01-.208.517l-3.951 3.951a.693.693 0 01-.528.226.759.759 0 01-.52-.24.73.73 0 010-1.062L10.874 10z" fill="currentColor"></path></svg><div class="cds-AccordionHeader-content"><div class="cds-AccordionHeader-labelGroup"><span class="css-6ecy9b">What background knowledge is necessary for the Machine Learning in Production course?</span></div></div></button></h3><div class="cds-187 cds-189" style="min-height:0px"><div class="cds-190"><div class="cds-191"><div aria-labelledby="cds-react-aria-:Rgqmqlalaltmla:-accordion-header" id="cds-react-aria-:Rgqmqlalaltmla:-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-g2bbpm"><p data-text-variant="body1"><span><span>Learners should have a working knowledge of AI and deep learning. </span></span></p><p data-text-variant="body1"><span><span>Learners should have intermediate Python skills and experience with any deep learning framework (TensorFlow, Keras, or PyTorch).</span></span></p><p data-text-variant="body1"><span><span>We highly recommend that you complete the updated Deep Learning Specialization before starting this course.</span></span></p></div></div></div></div></div></div></div></div></div></div></div></div></div><div aria-hidden="true" aria-posinset="5" aria-setsize="17" class="" role="listitem"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_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-:Rhamqlalaltmla:"><h3 aria-controls="cds-react-aria-:Rhamqlalaltmla:-accordion-panel" class="css-wbbswt"><button class="cds-149 cds-AccordionHeader-button css-1wk81cj" tabindex="0" type="button" aria-expanded="false" id="cds-react-aria-:Rhamqlalaltmla:-accordion-header"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 20 20" width="24" class="cds-AccordionHeader-chevron css-1u8qly9" id="cds-react-aria-:R2qdhamqlalaltmla:"><path d="M10.875 10L7.458 6.583a.73.73 0 010-1.062.73.73 0 011.07.007l3.951 3.951a.756.756 0 01.208.525.69.69 0 01-.208.517l-3.951 3.951a.693.693 0 01-.528.226.759.759 0 01-.52-.24.73.73 0 010-1.062L10.874 10z" fill="currentColor"></path></svg><div class="cds-AccordionHeader-content"><div class="cds-AccordionHeader-labelGroup"><span class="css-6ecy9b">What will I learn in the Machine Learning in Production course?</span></div></div></button></h3><div class="cds-187 cds-189" style="min-height:0px"><div class="cds-190"><div class="cds-191"><div aria-labelledby="cds-react-aria-:Rhamqlalaltmla:-accordion-header" id="cds-react-aria-:Rhamqlalaltmla:-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-g2bbpm"><p data-text-variant="body1"><span><span>Design an ML production system end-to-end: project scoping, data needs, modeling strategies, and deployment requirements.</span></span></p><p data-text-variant="body1"><span><span>Establish a model baseline, address concept drift, and prototype how to develop, deploy, and continuously improve a productionized ML application.</span></span></p><p data-text-variant="body1"><span><span>Build data pipelines by gathering, cleaning, and validating datasets. Establish data lifecycle by using data lineage and provenance metadata tools.</span></span></p><p data-text-variant="body1"><span><span>Apply best practices and progressive delivery techniques to maintain and monitor a continuously operating production system.</span></span></p></div></div></div></div></div></div></div></div></div></div></div></div></div><div aria-hidden="true" aria-posinset="6" aria-setsize="17" class="" role="listitem"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_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-:Rhqmqlalaltmla:"><h3 aria-controls="cds-react-aria-:Rhqmqlalaltmla:-accordion-panel" class="css-wbbswt"><button class="cds-149 cds-AccordionHeader-button css-1wk81cj" tabindex="0" type="button" aria-expanded="false" id="cds-react-aria-:Rhqmqlalaltmla:-accordion-header"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 20 20" width="24" class="cds-AccordionHeader-chevron css-1u8qly9" id="cds-react-aria-:R2qdhqmqlalaltmla:"><path d="M10.875 10L7.458 6.583a.73.73 0 010-1.062.73.73 0 011.07.007l3.951 3.951a.756.756 0 01.208.525.69.69 0 01-.208.517l-3.951 3.951a.693.693 0 01-.528.226.759.759 0 01-.52-.24.73.73 0 010-1.062L10.874 10z" fill="currentColor"></path></svg><div class="cds-AccordionHeader-content"><div class="cds-AccordionHeader-labelGroup"><span class="css-6ecy9b">Who is the Machine Learning in Production course for?</span></div></div></button></h3><div class="cds-187 cds-189" style="min-height:0px"><div class="cds-190"><div class="cds-191"><div aria-labelledby="cds-react-aria-:Rhqmqlalaltmla:-accordion-header" id="cds-react-aria-:Rhqmqlalaltmla:-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-g2bbpm"><p data-text-variant="body1"><span><span>The Machine Learning in Production course is for early-career machine learning practitioners or software engineers looking to gain practical knowledge of how to formulate a reproducible, traceable, and verifiable machine learning project for production. </span></span></p></div></div></div></div></div></div></div></div></div></div></div></div></div><div aria-hidden="true" aria-posinset="7" aria-setsize="17" class="" role="listitem"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_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-:Riamqlalaltmla:"><h3 aria-controls="cds-react-aria-:Riamqlalaltmla:-accordion-panel" class="css-wbbswt"><button class="cds-149 cds-AccordionHeader-button css-1wk81cj" tabindex="0" type="button" aria-expanded="false" id="cds-react-aria-:Riamqlalaltmla:-accordion-header"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 20 20" width="24" class="cds-AccordionHeader-chevron css-1u8qly9" id="cds-react-aria-:R2qdiamqlalaltmla:"><path d="M10.875 10L7.458 6.583a.73.73 0 010-1.062.73.73 0 011.07.007l3.951 3.951a.756.756 0 01.208.525.69.69 0 01-.208.517l-3.951 3.951a.693.693 0 01-.528.226.759.759 0 01-.52-.24.73.73 0 010-1.062L10.874 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 Machine Learning in Production course?</span></div></div></button></h3><div class="cds-187 cds-189" style="min-height:0px"><div class="cds-190"><div class="cds-191"><div aria-labelledby="cds-react-aria-:Riamqlalaltmla:-accordion-header" id="cds-react-aria-:Riamqlalaltmla:-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-g2bbpm"><p><span><span>At the rate of 5 hours a week, it typically takes 3 weeks to complete this course.</span></span></p></div></div></div></div></div></div></div></div></div></div></div></div></div><div aria-hidden="true" aria-posinset="8" aria-setsize="17" class="" role="listitem"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_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-:Riqmqlalaltmla:"><h3 aria-controls="cds-react-aria-:Riqmqlalaltmla:-accordion-panel" class="css-wbbswt"><button class="cds-149 cds-AccordionHeader-button css-1wk81cj" tabindex="0" type="button" aria-expanded="false" id="cds-react-aria-:Riqmqlalaltmla:-accordion-header"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 20 20" width="24" class="cds-AccordionHeader-chevron css-1u8qly9" id="cds-react-aria-:R2qdiqmqlalaltmla:"><path d="M10.875 10L7.458 6.583a.73.73 0 010-1.062.73.73 0 011.07.007l3.951 3.951a.756.756 0 01.208.525.69.69 0 01-.208.517l-3.951 3.951a.693.693 0 01-.528.226.759.759 0 01-.52-.24.73.73 0 010-1.062L10.874 10z" fill="currentColor"></path></svg><div class="cds-AccordionHeader-content"><div class="cds-AccordionHeader-labelGroup"><span class="css-6ecy9b">Who is the Machine Learning in Production course by?</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-:Riqmqlalaltmla:-accordion-header" id="cds-react-aria-:Riqmqlalaltmla:-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-g2bbpm"><p><span><span>The Machine Learning in Production course has been created by Andrew Ng. Andrew Ng is Founder of DeepLearning.AI, General Partner at AI Fund, Chairman and Co-Founder of Coursera, and an Adjunct Professor at Stanford University. As a pioneer in machine learning and online education, Dr. Ng has changed countless lives through his work in AI, authoring or co-authoring over 100 research papers in machine learning, robotics, and related fields. Previously, he was chief scientist at Baidu, the founding lead of the Google Brain team, and the co-founder of Coursera – the world’s largest MOOC platform. </span></span></p><p><span><span></span></span></p></div></div></div></div></div></div></div></div></div></div></div></div></div><div aria-hidden="true" aria-posinset="9" aria-setsize="17" class="" role="listitem"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_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-:Rjamqlalaltmla:"><h3 aria-controls="cds-react-aria-:Rjamqlalaltmla:-accordion-panel" class="css-wbbswt"><button class="cds-149 cds-AccordionHeader-button css-1wk81cj" tabindex="0" type="button" aria-expanded="false" id="cds-react-aria-:Rjamqlalaltmla:-accordion-header"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 20 20" width="24" class="cds-AccordionHeader-chevron css-1u8qly9" id="cds-react-aria-:R2qdjamqlalaltmla:"><path d="M10.875 10L7.458 6.583a.73.73 0 010-1.062.73.73 0 011.07.007l3.951 3.951a.756.756 0 01.208.525.69.69 0 01-.208.517l-3.951 3.951a.693.693 0 01-.528.226.759.759 0 01-.52-.24.73.73 0 010-1.062L10.874 10z" fill="currentColor"></path></svg><div class="cds-AccordionHeader-content"><div class="cds-AccordionHeader-labelGroup"><span class="css-6ecy9b">Is this a standalone course or a 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-:Rjamqlalaltmla:-accordion-header" id="cds-react-aria-:Rjamqlalaltmla:-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-g2bbpm"><p><span><span>The course is a standalone course.</span></span></p></div></div></div></div></div></div></div></div></div></div></div></div></div><div aria-hidden="true" aria-posinset="10" aria-setsize="17" class="" role="listitem"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_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-:Rjqmqlalaltmla:"><h3 aria-controls="cds-react-aria-:Rjqmqlalaltmla:-accordion-panel" class="css-wbbswt"><button class="cds-149 cds-AccordionHeader-button css-1wk81cj" tabindex="0" type="button" aria-expanded="false" id="cds-react-aria-:Rjqmqlalaltmla:-accordion-header"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 20 20" width="24" class="cds-AccordionHeader-chevron css-1u8qly9" id="cds-react-aria-:R2qdjqmqlalaltmla:"><path d="M10.875 10L7.458 6.583a.73.73 0 010-1.062.73.73 0 011.07.007l3.951 3.951a.756.756 0 01.208.525.69.69 0 01-.208.517l-3.951 3.951a.693.693 0 01-.528.226.759.759 0 01-.52-.24.73.73 0 010-1.062L10.874 10z" fill="currentColor"></path></svg><div class="cds-AccordionHeader-content"><div class="cds-AccordionHeader-labelGroup"><span class="css-6ecy9b">How do I get a receipt to get this reimbursed by my employer?</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-:Rjqmqlalaltmla:-accordion-header" id="cds-react-aria-:Rjqmqlalaltmla:-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-g2bbpm"><p data-text-variant="body1"><span><span>Go to your Coursera account. </span></span></p><p data-text-variant="body1"><span><span>Click on My Purchases and find the relevant course or Specialization.</span></span></p><p data-text-variant="body1"><span><span>Click Email Receipt and wait up to 24 hours to receive the receipt.</span></span></p><p><span><span>You can read more about it </span></span><span><a target="_blank" rel="noopener nofollow noreferrer" href="https://www.coursera.support/secur/frontdoor.jsp?sid=00D1U000000y4UJ%21AQEAQHBGWUSZ4.9U9y72qg6sjFDtjXtUnf8mgpZxSUgUYYbeR1INc_ItXGej9RhE9xa5Iw__X7XZU5McXdoKYWbZnXvzqIZR&retURL=%2Fs%2Farticle%2F208280236-Payment-receipts%3Flanguage%3Den_US&apv=1&allp=1&untethered=&cshc=W00000CAHcgU000000y4UJ&refURL=https%3A%2F%2Fwww.coursera.support%2Fsecur%2Ffrontdoor.jsp&fromSsoFlow=1" class="css-o9h0g5" tabindex="0"><span><span>here</span></span><svg aria-labelledby="cds-react-aria-:R2l9aljqmqlalaltmla:-title" fill="none" focusable="false" height="16" role="img" viewBox="0 0 20 20" width="16" class="css-8blerm" id="cds-react-aria-:R2l9aljqmqlalaltmla:"><title id="cds-react-aria-:R2l9aljqmqlalaltmla:-title">Opens in a new tab</title><path d="M4.5 17c-.412 0-.766-.147-1.06-.44A1.445 1.445 0 013 15.5v-11c0-.412.147-.766.44-1.06.294-.293.648-.44 1.06-.44h4.75c.213 0 .39.071.534.214a.72.72 0 01.216.532c0 .21-.072.39-.216.535a.72.72 0 01-.534.219H4.5v11h11v-4.75c0-.213.072-.39.214-.534a.72.72 0 01.532-.216c.21 0 .39.072.535.216a.72.72 0 01.219.534v4.75c0 .412-.147.766-.44 1.06-.294.293-.647.44-1.06.44h-11zm11-11.438L8.583 12.48a.681.681 0 01-.52.219.758.758 0 01-.521-.24.729.729 0 010-1.062L14.438 4.5H12.75a.728.728 0 01-.534-.214.72.72 0 01-.216-.532c0-.21.072-.39.216-.535A.72.72 0 0112.75 3h3.5c.212 0 .39.072.534.216A.726.726 0 0117 3.75v3.5c0 .213-.072.39-.214.534a.72.72 0 01-.532.216.734.734 0 01-.535-.216.72.72 0 01-.219-.534V5.562z" fill="currentColor"></path></svg></a></span><span><span>.</span></span></p></div></div></div></div></div></div></div></div></div></div></div></div></div><div aria-hidden="true" aria-posinset="11" aria-setsize="17" class="" role="listitem"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_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-:Rkamqlalaltmla:"><h3 aria-controls="cds-react-aria-:Rkamqlalaltmla:-accordion-panel" class="css-wbbswt"><button class="cds-149 cds-AccordionHeader-button css-1wk81cj" tabindex="0" type="button" aria-expanded="false" id="cds-react-aria-:Rkamqlalaltmla:-accordion-header"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 20 20" width="24" class="cds-AccordionHeader-chevron css-1u8qly9" id="cds-react-aria-:R2qdkamqlalaltmla:"><path d="M10.875 10L7.458 6.583a.73.73 0 010-1.062.73.73 0 011.07.007l3.951 3.951a.756.756 0 01.208.525.69.69 0 01-.208.517l-3.951 3.951a.693.693 0 01-.528.226.759.759 0 01-.52-.24.73.73 0 010-1.062L10.874 10z" fill="currentColor"></path></svg><div class="cds-AccordionHeader-content"><div class="cds-AccordionHeader-labelGroup"><span class="css-6ecy9b">I want to purchase this course for my employees. How can I do that?</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-:Rkamqlalaltmla:-accordion-header" id="cds-react-aria-:Rkamqlalaltmla:-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-g2bbpm"><p data-text-variant="body1"><span><span>Visit </span></span><span><a target="_blank" rel="noopener nofollow noreferrer" href="http://coursera.org/business" class="css-o9h0g5" tabindex="0"><span><span>coursera.org/business</span></span><svg aria-labelledby="cds-react-aria-:Rlbalkamqlalaltmla:-title" fill="none" focusable="false" height="16" role="img" viewBox="0 0 20 20" width="16" class="css-8blerm" id="cds-react-aria-:Rlbalkamqlalaltmla:"><title id="cds-react-aria-:Rlbalkamqlalaltmla:-title">Opens in a new tab</title><path d="M4.5 17c-.412 0-.766-.147-1.06-.44A1.445 1.445 0 013 15.5v-11c0-.412.147-.766.44-1.06.294-.293.648-.44 1.06-.44h4.75c.213 0 .39.071.534.214a.72.72 0 01.216.532c0 .21-.072.39-.216.535a.72.72 0 01-.534.219H4.5v11h11v-4.75c0-.213.072-.39.214-.534a.72.72 0 01.532-.216c.21 0 .39.072.535.216a.72.72 0 01.219.534v4.75c0 .412-.147.766-.44 1.06-.294.293-.647.44-1.06.44h-11zm11-11.438L8.583 12.48a.681.681 0 01-.52.219.758.758 0 01-.521-.24.729.729 0 010-1.062L14.438 4.5H12.75a.728.728 0 01-.534-.214.72.72 0 01-.216-.532c0-.21.072-.39.216-.535A.72.72 0 0112.75 3h3.5c.212 0 .39.072.534.216A.726.726 0 0117 3.75v3.5c0 .213-.072.39-.214.534a.72.72 0 01-.532.216.734.734 0 01-.535-.216.72.72 0 01-.219-.534V5.562z" fill="currentColor"></path></svg></a></span><span><span> for more information, to pick up a plan, and to contact Coursera. For each plan, you decide the number of courses every member can enroll in and the collection of courses they can choose from.</span></span></p></div></div></div></div></div></div></div></div></div></div></div></div></div><div aria-hidden="true" aria-posinset="12" aria-setsize="17" class="" role="listitem"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_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-:Rkqmqlalaltmla:"><h3 aria-controls="cds-react-aria-:Rkqmqlalaltmla:-accordion-panel" class="css-wbbswt"><button class="cds-149 cds-AccordionHeader-button css-1wk81cj" tabindex="0" type="button" aria-expanded="false" id="cds-react-aria-:Rkqmqlalaltmla:-accordion-header"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 20 20" width="24" class="cds-AccordionHeader-chevron css-1u8qly9" id="cds-react-aria-:R2qdkqmqlalaltmla:"><path d="M10.875 10L7.458 6.583a.73.73 0 010-1.062.73.73 0 011.07.007l3.951 3.951a.756.756 0 01.208.525.69.69 0 01-.208.517l-3.951 3.951a.693.693 0 01-.528.226.759.759 0 01-.52-.24.73.73 0 010-1.062L10.874 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-:Rkqmqlalaltmla:-accordion-header" id="cds-react-aria-:Rkqmqlalaltmla:-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-g2bbpm"><p><span><span>No.</span></span></p></div></div></div></div></div></div></div></div></div></div></div></div></div><div aria-hidden="true" aria-posinset="13" aria-setsize="17" class="" role="listitem"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_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-:Rlamqlalaltmla:"><h3 aria-controls="cds-react-aria-:Rlamqlalaltmla:-accordion-panel" class="css-wbbswt"><button class="cds-149 cds-AccordionHeader-button css-1wk81cj" tabindex="0" type="button" aria-expanded="false" id="cds-react-aria-:Rlamqlalaltmla:-accordion-header"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 20 20" width="24" class="cds-AccordionHeader-chevron css-1u8qly9" id="cds-react-aria-:R2qdlamqlalaltmla:"><path d="M10.875 10L7.458 6.583a.73.73 0 010-1.062.73.73 0 011.07.007l3.951 3.951a.756.756 0 01.208.525.69.69 0 01-.208.517l-3.951 3.951a.693.693 0 01-.528.226.759.759 0 01-.52-.24.73.73 0 010-1.062L10.874 10z" fill="currentColor"></path></svg><div class="cds-AccordionHeader-content"><div class="cds-AccordionHeader-labelGroup"><span class="css-6ecy9b">Will I receive a certificate at the end of 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-:Rlamqlalaltmla:-accordion-header" id="cds-react-aria-:Rlamqlalaltmla:-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-g2bbpm"><p data-text-variant="body1"><span><span>You will receive a certificate at the end of the each course if you pay for the course and complete the assignments. There is a limit of 180 days of certificate eligibility, after which you must re-purchase the course to obtain a certificate. If you audit the course for free, you will not receive a certificate.</span></span></p></div></div></div></div></div></div></div></div></div></div></div></div></div><div aria-hidden="true" aria-posinset="14" aria-setsize="17" class="" role="listitem"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_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-:Rlqmqlalaltmla:"><h3 aria-controls="cds-react-aria-:Rlqmqlalaltmla:-accordion-panel" class="css-wbbswt"><button class="cds-149 cds-AccordionHeader-button css-1wk81cj" tabindex="0" type="button" aria-expanded="false" id="cds-react-aria-:Rlqmqlalaltmla:-accordion-header"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 20 20" width="24" class="cds-AccordionHeader-chevron css-1u8qly9" id="cds-react-aria-:R2qdlqmqlalaltmla:"><path d="M10.875 10L7.458 6.583a.73.73 0 010-1.062.73.73 0 011.07.007l3.951 3.951a.756.756 0 01.208.525.69.69 0 01-.208.517l-3.951 3.951a.693.693 0 01-.528.226.759.759 0 01-.52-.24.73.73 0 010-1.062L10.874 10z" fill="currentColor"></path></svg><div class="cds-AccordionHeader-content"><div class="cds-AccordionHeader-labelGroup"><span class="css-6ecy9b">When will I have access to the lectures and assignments?</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-:Rlqmqlalaltmla:-accordion-header" id="cds-react-aria-:Rlqmqlalaltmla:-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-g2bbpm"><p><span><span>Access to lectures and assignments depends on your type of enrollment. If you take a course in audit mode, you will be able to see most course materials for free. To access graded assignments and to earn a Certificate, you will need to purchase the Certificate experience, during or after your audit. If you don't see the audit option: </span></span></p><ul><li><p><span><span>The course may not offer an audit option. You can try a Free Trial instead, or apply for Financial Aid.</span></span></p></li><li><p><span><span>The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.</span></span></p></li></ul></div></div></div></div></div></div></div></div></div></div></div></div></div><div aria-hidden="true" aria-posinset="15" aria-setsize="17" class="" role="listitem"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_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-:Rmamqlalaltmla:"><h3 aria-controls="cds-react-aria-:Rmamqlalaltmla:-accordion-panel" class="css-wbbswt"><button class="cds-149 cds-AccordionHeader-button css-1wk81cj" tabindex="0" type="button" aria-expanded="false" id="cds-react-aria-:Rmamqlalaltmla:-accordion-header"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 20 20" width="24" class="cds-AccordionHeader-chevron css-1u8qly9" id="cds-react-aria-:R2qdmamqlalaltmla:"><path d="M10.875 10L7.458 6.583a.73.73 0 010-1.062.73.73 0 011.07.007l3.951 3.951a.756.756 0 01.208.525.69.69 0 01-.208.517l-3.951 3.951a.693.693 0 01-.528.226.759.759 0 01-.52-.24.73.73 0 010-1.062L10.874 10z" fill="currentColor"></path></svg><div class="cds-AccordionHeader-content"><div class="cds-AccordionHeader-labelGroup"><span class="css-6ecy9b">What will I get if I subscribe to this 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-:Rmamqlalaltmla:-accordion-header" id="cds-react-aria-:Rmamqlalaltmla:-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-g2bbpm"><p><span><span>When you enroll in the course, you get access to all of the courses in the Specialization, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile. If you only want to read and view the course content, you can audit the course for free.</span></span></p></div></div></div></div></div></div></div></div></div></div></div></div></div><div aria-hidden="true" aria-posinset="16" aria-setsize="17" class="" role="listitem"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_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-:Rmqmqlalaltmla:"><h3 aria-controls="cds-react-aria-:Rmqmqlalaltmla:-accordion-panel" class="css-wbbswt"><button class="cds-149 cds-AccordionHeader-button css-1wk81cj" tabindex="0" type="button" aria-expanded="false" id="cds-react-aria-:Rmqmqlalaltmla:-accordion-header"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 20 20" width="24" class="cds-AccordionHeader-chevron css-1u8qly9" id="cds-react-aria-:R2qdmqmqlalaltmla:"><path d="M10.875 10L7.458 6.583a.73.73 0 010-1.062.73.73 0 011.07.007l3.951 3.951a.756.756 0 01.208.525.69.69 0 01-.208.517l-3.951 3.951a.693.693 0 01-.528.226.759.759 0 01-.52-.24.73.73 0 010-1.062L10.874 10z" fill="currentColor"></path></svg><div class="cds-AccordionHeader-content"><div class="cds-AccordionHeader-labelGroup"><span class="css-6ecy9b">What is the refund policy?</span></div></div></button></h3><div class="cds-187 cds-189" style="min-height:0px"><div class="cds-190"><div class="cds-191"><div aria-labelledby="cds-react-aria-:Rmqmqlalaltmla:-accordion-header" id="cds-react-aria-:Rmqmqlalaltmla:-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-g2bbpm"><p><span><span>If you subscribed, you get a 7-day free trial during which you can cancel at no penalty. After that, we don’t give refunds, but you can cancel your subscription at any time. </span></span><span><a target="_blank" rel="noopener nofollow noreferrer" href="https://learner.coursera.help/hc/en-us/articles/208280266-Refund-policies" class="css-o9h0g5" tabindex="0"><span><span>See our full refund policy</span></span><svg aria-labelledby="cds-react-aria-:Rlbalmqmqlalaltmla:-title" fill="none" focusable="false" height="16" role="img" viewBox="0 0 20 20" width="16" class="css-8blerm" id="cds-react-aria-:Rlbalmqmqlalaltmla:"><title id="cds-react-aria-:Rlbalmqmqlalaltmla:-title">Opens in a new tab</title><path d="M4.5 17c-.412 0-.766-.147-1.06-.44A1.445 1.445 0 013 15.5v-11c0-.412.147-.766.44-1.06.294-.293.648-.44 1.06-.44h4.75c.213 0 .39.071.534.214a.72.72 0 01.216.532c0 .21-.072.39-.216.535a.72.72 0 01-.534.219H4.5v11h11v-4.75c0-.213.072-.39.214-.534a.72.72 0 01.532-.216c.21 0 .39.072.535.216a.72.72 0 01.219.534v4.75c0 .412-.147.766-.44 1.06-.294.293-.647.44-1.06.44h-11zm11-11.438L8.583 12.48a.681.681 0 01-.52.219.758.758 0 01-.521-.24.729.729 0 010-1.062L14.438 4.5H12.75a.728.728 0 01-.534-.214.72.72 0 01-.216-.532c0-.21.072-.39.216-.535A.72.72 0 0112.75 3h3.5c.212 0 .39.072.534.216A.726.726 0 0117 3.75v3.5c0 .213-.072.39-.214.534a.72.72 0 01-.532.216.734.734 0 01-.535-.216.72.72 0 01-.219-.534V5.562z" fill="currentColor"></path></svg></a></span><span><span>.</span></span></p></div></div></div></div></div></div></div></div></div></div></div></div></div><div aria-hidden="true" aria-posinset="17" aria-setsize="17" class="" role="listitem"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="faq_accordion" class="css-0" role="presentation"><div class="css-fgk7n6"><div class="cds-AccordionRoot-focusContainer"><div class="cds-AccordionRoot-container cds-AccordionRoot-silent" id="cds-react-aria-:Rnamqlalaltmla:"><h3 aria-controls="cds-react-aria-:Rnamqlalaltmla:-accordion-panel" class="css-wbbswt"><button class="cds-149 cds-AccordionHeader-button css-1wk81cj" tabindex="0" type="button" aria-expanded="false" id="cds-react-aria-:Rnamqlalaltmla:-accordion-header"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 20 20" width="24" class="cds-AccordionHeader-chevron css-1u8qly9" id="cds-react-aria-:R2qdnamqlalaltmla:"><path d="M10.875 10L7.458 6.583a.73.73 0 010-1.062.73.73 0 011.07.007l3.951 3.951a.756.756 0 01.208.525.69.69 0 01-.208.517l-3.951 3.951a.693.693 0 01-.528.226.759.759 0 01-.52-.24.73.73 0 010-1.062L10.874 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-:Rnamqlalaltmla:-accordion-header" id="cds-react-aria-:Rnamqlalaltmla:-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-g2bbpm"><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. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.</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-1mtfnx6" tabindex="0" type="button" aria-controls="cds-react-aria-:R2qlalaltmla:-listContainer" aria-expanded="false" aria-label="17 frequently asked questions"><span class="cds-button-label"><span class="cds-button-startIcon"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 20 20" width="24" class="cds-ShowMoreList-ctaIcon css-1u8qly9" id="cds-react-aria-:Rbbmqlalaltmla:"><path d="M10.875 10L7.458 6.583a.73.73 0 010-1.062.73.73 0 011.07.007l3.951 3.951a.756.756 0 01.208.525.69.69 0 01-.208.517l-3.951 3.951a.693.693 0 01-.528.226.759.759 0 01-.52-.24.73.73 0 010-1.062L10.874 10z" fill="currentColor"></path></svg></span>Show all 17 frequently asked questions</span></button></div></div></div></div></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-112"><div class="css-3eeqip"><div class="css-juy9sj"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" id="cds-react-aria-:Rqnalaltmla:" class="css-1u8qly9"><path d="M9.998 15a.97.97 0 00.71-.29.959.959 0 00.292-.708.97.97 0 00-.29-.71.959.959 0 00-.708-.292.971.971 0 00-.71.29.96.96 0 00-.292.708c0 .279.096.516.29.71a.959.959 0 00.708.292zm.008 3a7.81 7.81 0 01-3.11-.625 8.064 8.064 0 01-2.552-1.719 8.065 8.065 0 01-1.719-2.551A7.819 7.819 0 012 9.99c0-1.104.208-2.14.625-3.105a8.066 8.066 0 014.27-4.26A7.819 7.819 0 0110.01 2a7.75 7.75 0 013.105.625 8.082 8.082 0 014.26 4.265A7.77 7.77 0 0118 9.994a7.81 7.81 0 01-.625 3.11 8.063 8.063 0 01-1.719 2.552 8.081 8.081 0 01-2.546 1.719 7.77 7.77 0 01-3.104.625zM10 16.5c1.806 0 3.34-.632 4.604-1.896C15.868 13.34 16.5 11.806 16.5 10s-.632-3.34-1.896-4.604C13.34 4.132 11.806 3.5 10 3.5s-3.34.632-4.604 1.896C4.132 6.66 3.5 8.194 3.5 10s.632 3.34 1.896 4.604C6.66 15.868 8.194 16.5 10 16.5zm.067-10.083c.352 0 .658.112.918.337.26.225.39.507.39.844 0 .31-.09.583-.27.819-.181.236-.39.451-.626.646-.32.277-.604.59-.854.937-.25.347-.368.736-.354 1.167 0 .194.07.35.21.468.14.119.303.178.49.178.2 0 .37-.06.508-.178a.82.82 0 00.271-.468c.07-.306.201-.576.396-.81.194-.233.403-.457.625-.67.32-.305.58-.645.781-1.02.202-.375.302-.778.302-1.209 0-.708-.274-1.295-.823-1.76-.548-.465-1.2-.698-1.956-.698-.522 0-1.016.115-1.481.344-.466.229-.838.568-1.118 1.016a.644.644 0 00-.09.536.596.596 0 00.343.417.783.783 0 00.583.062.936.936 0 00.48-.313c.152-.194.34-.35.562-.468.222-.118.46-.177.713-.177z" fill="currentColor"></path></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" 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data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.org/courses?query=business%20analysis","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://www.coursera.org/courses?query=business%20analysis" href="https://www.coursera.org/courses?query=business%20analysis" to="https://www.coursera.org/courses?query=business%20analysis" class="rc-SubFooterSection__content-column-link-text" __typename="Seo_ComponentLink" id="ComponentLink~7648b61c91b1a8ecd4f6d792b2f69129">Business Analysis</a></li></ul></div><div class="cds-45 rc-SubFooterSection lohp-rebrand css-0 cds-47 cds-grid-item cds-97"><p class="rc-SubFooterSection__header lohp-rebrand css-6ecy9b">Industry Solutions</p><ul class="rc-SubFooterSection__content-column-links" role="list"><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.org/courses?query=healthcare%20data%20analytics","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://www.coursera.org/courses?query=healthcare%20data%20analytics" href="https://www.coursera.org/courses?query=healthcare%20data%20analytics" to="https://www.coursera.org/courses?query=healthcare%20data%20analytics" class="rc-SubFooterSection__content-column-link-text" __typename="Seo_ComponentLink" id="ComponentLink~8f9fde7fcb12e321fcaff8d117253001">Healthcare Analytics</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.org/courses?query=sales","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://www.coursera.org/courses?query=sales" href="https://www.coursera.org/courses?query=sales" to="https://www.coursera.org/courses?query=sales" class="rc-SubFooterSection__content-column-link-text" __typename="Seo_ComponentLink" id="ComponentLink~ae8fa38abffbeea26081938ba51c3c52">Sales</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.org/courses?query=digital%20transformation","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://www.coursera.org/courses?query=digital%20transformation" href="https://www.coursera.org/courses?query=digital%20transformation" to="https://www.coursera.org/courses?query=digital%20transformation" class="rc-SubFooterSection__content-column-link-text" __typename="Seo_ComponentLink" id="ComponentLink~ca0568b08154f3a2bab4d96287cc6fdc">Digital Transformation</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.org/courses?query=supply%20chain","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://www.coursera.org/courses?query=supply%20chain" href="https://www.coursera.org/courses?query=supply%20chain" to="https://www.coursera.org/courses?query=supply%20chain" class="rc-SubFooterSection__content-column-link-text" __typename="Seo_ComponentLink" id="ComponentLink~5ee1d12c436aed9e9d42720e197b48b3">Supply Chain</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.org/courses?query=marketing%20analytics","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://www.coursera.org/courses?query=marketing%20analytics" href="https://www.coursera.org/courses?query=marketing%20analytics" to="https://www.coursera.org/courses?query=marketing%20analytics" class="rc-SubFooterSection__content-column-link-text" __typename="Seo_ComponentLink" id="ComponentLink~fc29bb6246668534c37a5c00ace67c51">Marketing Analytics</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.org/courses?query=hr%20analytics","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://www.coursera.org/courses?query=hr%20analytics" href="https://www.coursera.org/courses?query=hr%20analytics" to="https://www.coursera.org/courses?query=hr%20analytics" class="rc-SubFooterSection__content-column-link-text" __typename="Seo_ComponentLink" id="ComponentLink~86796544485c9e12b71377b82da8fe2a">HR Analytics</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.org/courses?query=social%20media%20marketing","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://www.coursera.org/courses?query=social%20media%20marketing" href="https://www.coursera.org/courses?query=social%20media%20marketing" to="https://www.coursera.org/courses?query=social%20media%20marketing" class="rc-SubFooterSection__content-column-link-text" __typename="Seo_ComponentLink" id="ComponentLink~08ac6345333d6101b895e465aae97693">Social Media Marketing</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.org/courses?query=risk%20management","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://www.coursera.org/courses?query=risk%20management" href="https://www.coursera.org/courses?query=risk%20management" to="https://www.coursera.org/courses?query=risk%20management" class="rc-SubFooterSection__content-column-link-text" __typename="Seo_ComponentLink" id="ComponentLink~a944ed878ddc210005f849cf85276ccd">Risk Management</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.org/courses?query=sustainability","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://www.coursera.org/courses?query=sustainability" href="https://www.coursera.org/courses?query=sustainability" to="https://www.coursera.org/courses?query=sustainability" class="rc-SubFooterSection__content-column-link-text" __typename="Seo_ComponentLink" id="ComponentLink~bbdb3c8154deb3afb83db2c19975c2a5">Sustainability</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.org/courses?query=e-commerce","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://www.coursera.org/courses?query=e-commerce" href="https://www.coursera.org/courses?query=e-commerce" to="https://www.coursera.org/courses?query=e-commerce" class="rc-SubFooterSection__content-column-link-text" __typename="Seo_ComponentLink" id="ComponentLink~a219e71134854f1d5b52a143ef4993e0">E-commerce</a></li></ul></div><div class="cds-45 rc-SubFooterSection lohp-rebrand css-0 cds-47 cds-grid-item cds-97"><p class="rc-SubFooterSection__header lohp-rebrand css-6ecy9b">Career Paths</p><ul class="rc-SubFooterSection__content-column-links" role="list"><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.org/career-academy/roles/data-scientist","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://www.coursera.org/career-academy/roles/data-scientist" href="https://www.coursera.org/career-academy/roles/data-scientist" to="https://www.coursera.org/career-academy/roles/data-scientist" class="rc-SubFooterSection__content-column-link-text" __typename="Seo_ComponentLink" id="ComponentLink~7683ae43a3450c6050e4dd25df41fdbc">Data Scientist</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.org/career-academy/roles/data-analyst","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://www.coursera.org/career-academy/roles/data-analyst" href="https://www.coursera.org/career-academy/roles/data-analyst" to="https://www.coursera.org/career-academy/roles/data-analyst" class="rc-SubFooterSection__content-column-link-text" __typename="Seo_ComponentLink" id="ComponentLink~f9e6f795fa8f5ca5433dead25172562f">Data Analyst</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.org/career-academy/roles/machine-learning-engineer","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://www.coursera.org/career-academy/roles/machine-learning-engineer" href="https://www.coursera.org/career-academy/roles/machine-learning-engineer" to="https://www.coursera.org/career-academy/roles/machine-learning-engineer" class="rc-SubFooterSection__content-column-link-text" __typename="Seo_ComponentLink" id="ComponentLink~0f0ed52b3e11de6408d5918f3fdfb21c">Machine Learning Engineer</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.org/career-academy/roles/full-stack-developer","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://www.coursera.org/career-academy/roles/full-stack-developer" href="https://www.coursera.org/career-academy/roles/full-stack-developer" to="https://www.coursera.org/career-academy/roles/full-stack-developer" class="rc-SubFooterSection__content-column-link-text" __typename="Seo_ComponentLink" id="ComponentLink~18465632f216b1698a36016d7d096d95">Full Stack Developer</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.org/career-academy/roles/project-manager","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://www.coursera.org/career-academy/roles/project-manager" href="https://www.coursera.org/career-academy/roles/project-manager" to="https://www.coursera.org/career-academy/roles/project-manager" class="rc-SubFooterSection__content-column-link-text" __typename="Seo_ComponentLink" id="ComponentLink~acf750d9a671edd52518abd5d1a2c15c">Project Manager</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.org/career-academy/roles/product-manager","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://www.coursera.org/career-academy/roles/product-manager" href="https://www.coursera.org/career-academy/roles/product-manager" to="https://www.coursera.org/career-academy/roles/product-manager" class="rc-SubFooterSection__content-column-link-text" __typename="Seo_ComponentLink" id="ComponentLink~20a7988f4b29f9c9f40d3205085043ec">Product Manager</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.org/career-academy/roles/data-engineer","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://www.coursera.org/career-academy/roles/data-engineer" href="https://www.coursera.org/career-academy/roles/data-engineer" to="https://www.coursera.org/career-academy/roles/data-engineer" class="rc-SubFooterSection__content-column-link-text" __typename="Seo_ComponentLink" id="ComponentLink~fb7f0e854cd5e2df1effc0a903b67ff7">Data Engineer</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.org/career-academy/roles/digital-marketing-specialist","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://www.coursera.org/career-academy/roles/digital-marketing-specialist" href="https://www.coursera.org/career-academy/roles/digital-marketing-specialist" to="https://www.coursera.org/career-academy/roles/digital-marketing-specialist" class="rc-SubFooterSection__content-column-link-text" __typename="Seo_ComponentLink" id="ComponentLink~38639c306c4d388299a6bf1cae5956b2">Digital Marketing Specialist</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.org/career-academy/roles/cyber-security-analyst","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://www.coursera.org/career-academy/roles/cyber-security-analyst" href="https://www.coursera.org/career-academy/roles/cyber-security-analyst" to="https://www.coursera.org/career-academy/roles/cyber-security-analyst" class="rc-SubFooterSection__content-column-link-text" __typename="Seo_ComponentLink" id="ComponentLink~374c8b5a3733c3324c41ba531fbac7e6">Cybersecurity Analyst</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.org/resources/career-quiz","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://www.coursera.org/resources/career-quiz" href="https://www.coursera.org/resources/career-quiz" to="https://www.coursera.org/resources/career-quiz" class="rc-SubFooterSection__content-column-link-text" __typename="Seo_ComponentLink" id="ComponentLink~7b3f0ec51332a948afc6d571585fc5eb">Career Aptitude Test</a></li></ul></div><div class="cds-45 rc-SubFooterSection lohp-rebrand css-0 cds-47 cds-grid-item cds-97"><p class="rc-SubFooterSection__header lohp-rebrand css-6ecy9b">Coursera</p><ul class="rc-SubFooterSection__content-column-links" role="list"><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"https://about.coursera.org/","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://about.coursera.org/" href="https://about.coursera.org/" to="https://about.coursera.org/" class="rc-SubFooterSection__content-column-link-text">About</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"https://about.coursera.org/how-coursera-works/","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://about.coursera.org/how-coursera-works/" href="https://about.coursera.org/how-coursera-works/" to="https://about.coursera.org/how-coursera-works/" class="rc-SubFooterSection__content-column-link-text">What We Offer</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"https://about.coursera.org/leadership","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://about.coursera.org/leadership" href="https://about.coursera.org/leadership" to="https://about.coursera.org/leadership" class="rc-SubFooterSection__content-column-link-text">Leadership</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"https://careers.coursera.com/","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://careers.coursera.com/" href="https://careers.coursera.com/" to="https://careers.coursera.com/" class="rc-SubFooterSection__content-column-link-text">Careers</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"/browse","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="/browse" href="/browse" to="/browse" class="rc-SubFooterSection__content-column-link-text">Catalog</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"/courseraplus","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="/courseraplus" href="/courseraplus" to="/courseraplus" class="rc-SubFooterSection__content-column-link-text">Coursera Plus</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"/professional-certificate","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="/professional-certificate" href="/professional-certificate" to="/professional-certificate" class="rc-SubFooterSection__content-column-link-text">Professional Certificates</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"/mastertrack","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="/mastertrack" href="/mastertrack" to="/mastertrack" class="rc-SubFooterSection__content-column-link-text">MasterTrack® Certificates</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"/degrees","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="/degrees" href="/degrees" to="/degrees" class="rc-SubFooterSection__content-column-link-text">Degrees</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"/business?utm_campaign=website&utm_content=corp-to-home-footer-for-enterprise&utm_medium=coursera&utm_source=enterprise","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="/business?utm_campaign=website&utm_content=corp-to-home-footer-for-enterprise&utm_medium=coursera&utm_source=enterprise" href="/business?utm_campaign=website&utm_content=corp-to-home-footer-for-enterprise&utm_medium=coursera&utm_source=enterprise" to="/business?utm_campaign=website&utm_content=corp-to-home-footer-for-enterprise&utm_medium=coursera&utm_source=enterprise" class="rc-SubFooterSection__content-column-link-text">For Enterprise</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"/government?utm_campaign=website&utm_content=corp-to-home-footer-for-government&utm_medium=coursera&utm_source=enterprise","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="/government?utm_campaign=website&utm_content=corp-to-home-footer-for-government&utm_medium=coursera&utm_source=enterprise" href="/government?utm_campaign=website&utm_content=corp-to-home-footer-for-government&utm_medium=coursera&utm_source=enterprise" to="/government?utm_campaign=website&utm_content=corp-to-home-footer-for-government&utm_medium=coursera&utm_source=enterprise" class="rc-SubFooterSection__content-column-link-text">For Government</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"/campus?utm_campaign=website&utm_content=corp-to-home-footer-for-campus&utm_medium=coursera&utm_source=enterprise","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="/campus?utm_campaign=website&utm_content=corp-to-home-footer-for-campus&utm_medium=coursera&utm_source=enterprise" href="/campus?utm_campaign=website&utm_content=corp-to-home-footer-for-campus&utm_medium=coursera&utm_source=enterprise" to="/campus?utm_campaign=website&utm_content=corp-to-home-footer-for-campus&utm_medium=coursera&utm_source=enterprise" class="rc-SubFooterSection__content-column-link-text">For Campus</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_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_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_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_course_page.click.seo_directory_link" data-click-value="{"href":"/social-impact","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="/social-impact" href="/social-impact" to="/social-impact" class="rc-SubFooterSection__content-column-link-text">Social Impact</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.org/courses?query=free","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://www.coursera.org/courses?query=free" href="https://www.coursera.org/courses?query=free" to="https://www.coursera.org/courses?query=free" class="rc-SubFooterSection__content-column-link-text" __typename="Seo_ComponentLink" id="ComponentLink~09f2f10c10976ef1bd695faec2a91a4c">Free Courses</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.org/explore/ects-credit-recommendation","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://www.coursera.org/explore/ects-credit-recommendation" href="https://www.coursera.org/explore/ects-credit-recommendation" to="https://www.coursera.org/explore/ects-credit-recommendation" class="rc-SubFooterSection__content-column-link-text" __typename="Seo_ComponentLink" id="ComponentLink~ec65139883d0e2169d45f6b64fb6c0dd">ECTS Credit Recommendations</a></li></ul></div><div class="cds-45 rc-SubFooterSection lohp-rebrand css-0 cds-47 cds-grid-item cds-97"><p class="rc-SubFooterSection__header lohp-rebrand css-6ecy9b">Community</p><ul class="rc-SubFooterSection__content-column-links" role="list"><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.community","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://www.coursera.community" href="https://www.coursera.community" to="https://www.coursera.community" class="rc-SubFooterSection__content-column-link-text">Learners</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_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_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_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_course_page.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.support/s/article/360000152926-Become-a-Coursera-beta-tester","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://www.coursera.support/s/article/360000152926-Become-a-Coursera-beta-tester" href="https://www.coursera.support/s/article/360000152926-Become-a-Coursera-beta-tester" to="https://www.coursera.support/s/article/360000152926-Become-a-Coursera-beta-tester" class="rc-SubFooterSection__content-column-link-text">Beta Testers</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"https://blog.coursera.org","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://blog.coursera.org" href="https://blog.coursera.org" to="https://blog.coursera.org" class="rc-SubFooterSection__content-column-link-text" target="_blank" rel="noopener noreferrer">Blog</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"https://open.spotify.com/show/58M36bneU7REOofdPZxe6A","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://open.spotify.com/show/58M36bneU7REOofdPZxe6A" href="https://open.spotify.com/show/58M36bneU7REOofdPZxe6A" to="https://open.spotify.com/show/58M36bneU7REOofdPZxe6A" class="rc-SubFooterSection__content-column-link-text">The Coursera Podcast</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"https://medium.com/coursera-engineering","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://medium.com/coursera-engineering" href="https://medium.com/coursera-engineering" to="https://medium.com/coursera-engineering" class="rc-SubFooterSection__content-column-link-text" target="_blank" rel="noopener noreferrer">Tech Blog</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"/teaching-center","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="/teaching-center" href="/teaching-center" to="/teaching-center" class="rc-SubFooterSection__content-column-link-text" target="_blank" rel="noopener noreferrer">Teaching Center</a></li></ul></div><div class="cds-45 rc-SubFooterSection lohp-rebrand css-0 cds-47 cds-grid-item cds-97"><p class="rc-SubFooterSection__header lohp-rebrand css-6ecy9b">More</p><ul class="rc-SubFooterSection__content-column-links" role="list"><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"/about/press","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="/about/press" href="/about/press" to="/about/press" class="rc-SubFooterSection__content-column-link-text">Press</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"https://investor.coursera.com","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://investor.coursera.com" href="https://investor.coursera.com" to="https://investor.coursera.com" class="rc-SubFooterSection__content-column-link-text">Investors</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"/about/terms","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="/about/terms" href="/about/terms" to="/about/terms" class="rc-SubFooterSection__content-column-link-text">Terms</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"/about/privacy","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="/about/privacy" href="/about/privacy" to="/about/privacy" class="rc-SubFooterSection__content-column-link-text">Privacy</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"https://learner.coursera.help/hc","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://learner.coursera.help/hc" href="https://learner.coursera.help/hc" to="https://learner.coursera.help/hc" class="rc-SubFooterSection__content-column-link-text">Help</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"https://learner.coursera.help/hc/articles/360050668591-Accessibility-Statement","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://learner.coursera.help/hc/articles/360050668591-Accessibility-Statement" href="https://learner.coursera.help/hc/articles/360050668591-Accessibility-Statement" to="https://learner.coursera.help/hc/articles/360050668591-Accessibility-Statement" class="rc-SubFooterSection__content-column-link-text">Accessibility</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" 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ableFileUploadPlagiarismDetection\",\"id\":99,\"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 '8Ceijel7EeqVIgpj8IJl1w'; })(); </script></body></html>