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--cds-color-lighten-400: rgba(255, 255, 255, 0.4); --cds-color-lighten-300: rgba(255, 255, 255, 0.3); --cds-color-lighten-200: rgba(255, 255, 255, 0.2); --cds-color-lighten-100: rgba(255, 255, 255, 0.1); --cds-color-lighten-50: rgba(255, 255, 255, 0.05); --cds-color-lighten-25: rgba(255, 255, 255, 0.03); --cds-color-lighten-0: rgba(255, 255, 255, 0); --cds-color-pink-975: #1e051a; --cds-color-pink-950: #45093a; --cds-color-pink-900: #661057; --cds-color-pink-800: #7d166a; --cds-color-pink-700: #9c1a84; --cds-color-pink-600: #c429a8; --cds-color-pink-500: #e339c4; --cds-color-pink-400: #f05bd5; --cds-color-pink-300: #ff82e7; --cds-color-pink-200: #ffa6ee; --cds-color-pink-100: #ffccf5; --cds-color-pink-50: #ffe0f9; --cds-color-pink-25: #fff2fd; --cds-color-red-975: #2e0007; --cds-color-red-950: #66000f; --cds-color-red-900: #9e0018; --cds-color-red-800: #c4001d; --cds-color-red-700: #d30a28; --cds-color-red-600: #ed2644; --cds-color-red-500: #f0465f; --cds-color-red-400: #fc657d; --cds-color-red-300: #ff8f9f; --cds-color-red-200: #ffb0bc; --cds-color-red-100: #fad2d8; --cds-color-red-50: #fce5e8; --cds-color-red-25: #fdf5f5; --cds-color-green-975: #02150f; --cds-color-green-950: #062e21; --cds-color-green-900: #074735; --cds-color-green-800: #095941; --cds-color-green-700: #087051; --cds-color-green-600: #118f69; --cds-color-green-500: #22a880; --cds-color-green-400: #3bc29a; --cds-color-green-300: #66dab7; --cds-color-green-200: #94e5cd; --cds-color-green-100: #b8f2e1; --cds-color-green-50: #cffaed; --cds-color-green-25: #ebfdf8; --cds-color-yellow-975: #200900; --cds-color-yellow-950: #471400; --cds-color-yellow-900: #6b1e00; --cds-color-yellow-800: #852600; --cds-color-yellow-700: #a32e00; --cds-color-yellow-600: #c74504; --cds-color-yellow-500: #de6000; --cds-color-yellow-400: #f28100; --cds-color-yellow-300: #faaf00; --cds-color-yellow-200: #ffc936; --cds-color-yellow-100: #ffdc96; --cds-color-yellow-50: #ffeac9; --cds-color-yellow-25: #fff4e8; --cds-color-purple-975: #150333; --cds-color-purple-950: #340385; --cds-color-purple-900: #4a0fab; --cds-color-purple-800: #5b15cf; --cds-color-purple-700: #6923de; --cds-color-purple-600: #8040ed; --cds-color-purple-500: #9258f5; --cds-color-purple-400: #a678f5; --cds-color-purple-300: #c29ffc; --cds-color-purple-200: #d3bbfa; --cds-color-purple-100: #e7d9ff; --cds-color-purple-50: #f1e8ff; --cds-color-purple-25: #f9f5ff; --cds-color-blue-975: #00112a; --cds-color-blue-950: #002761; --cds-color-blue-900: #003b8f; --cds-color-blue-800: #0048b0; --cds-color-blue-700: #0056d2; --cds-color-blue-600: #1e72eb; --cds-color-blue-500: #3587fc; --cds-color-blue-400: #5b9dfc; --cds-color-blue-300: #87b8ff; --cds-color-blue-200: #adcfff; --cds-color-blue-100: #cfe2ff; --cds-color-blue-50: #e3eeff; --cds-color-blue-25: #f0f6ff; --cds-color-grey-975: #0f1114; --cds-color-grey-950: #1e2229; --cds-color-grey-900: #2d3440; --cds-color-grey-800: #363f52; --cds-color-grey-700: #404b61; --cds-color-grey-600: #5b6780; --cds-color-grey-500: #6d7c99; --cds-color-grey-400: #8495b0; --cds-color-grey-300: #a7b4c9; --cds-color-grey-200: #c1cad9; --cds-color-grey-100: #dae1ed; --cds-color-grey-50: #e8eef7; --cds-color-grey-25: #f2f5fa; --cds-color-white-0: #ffffff; --cds-text-decoration-link: underline; --cds-font-family-boutros-coursera: Boutros Coursera, Tahoma, sans-serif; --cds-font-family-source-sans-pro: Source Sans Pro, Arial, sans-serif; --cds-font-size-1100: 5.5rem; --cds-font-size-1050: 5.25rem; --cds-font-size-1000: 5rem; --cds-font-size-950: 4.75rem; --cds-font-size-900: 4.5rem; --cds-font-size-850: 4.25rem; --cds-font-size-800: 4rem; --cds-font-size-750: 3.75rem; --cds-font-size-700: 3.5rem; --cds-font-size-650: 3.25rem; --cds-font-size-600: 3rem; --cds-font-size-550: 2.75rem; --cds-font-size-500: 2.5rem; --cds-font-size-450: 2.25rem; --cds-font-size-400: 2rem; --cds-font-size-375: 1.875rem; --cds-font-size-350: 1.75rem; --cds-font-size-300: 1.5rem; --cds-font-size-250: 1.25rem; --cds-font-size-200: 1rem; --cds-font-size-175: 0.875rem; --cds-font-size-150: 0.75rem; --cds-font-size-125: 0.625rem; --cds-font-size-100: 0.5rem; --cds-letter-spacing-minus30: -0.003em; --cds-letter-spacing-minus50: -0.005em; --cds-letter-spacing-minus100: -0.01em; --cds-letter-spacing-100: 0.01em; --cds-letter-spacing-0: 0em; --cds-line-height-1200: 6rem; --cds-line-height-1150: 5.75rem; --cds-line-height-1100: 5.5rem; --cds-line-height-1050: 5.25rem; --cds-line-height-1000: 5rem; --cds-line-height-900: 4.5rem; --cds-line-height-850: 4.25rem; --cds-line-height-800: 4rem; --cds-line-height-700: 3.5rem; --cds-line-height-650: 3.25rem; --cds-line-height-600: 3rem; --cds-line-height-550: 2.75rem; --cds-line-height-525: 2.625rem; --cds-line-height-500: 2.5rem; --cds-line-height-450: 2.25rem; --cds-line-height-400: 2rem; --cds-line-height-350: 1.75rem; --cds-line-height-300: 1.5rem; --cds-line-height-250: 1.25rem; --cds-line-height-200: 1rem; --cds-line-height-175: 0.875rem; --cds-line-height-150: 0.75rem; --cds-base: 8; --cds-font-weight-700: 700; --cds-font-weight-600: 600; --cds-font-weight-400: 400; --cds-border-radius-max: 50px; --cds-border-radius-400: 32px; --cds-border-radius-200: 16px; --cds-border-radius-100: 8px; --cds-border-radius-50: 4px; --cds-border-radius-25: 2px; --cds-spacing-1400: 112px; --cds-spacing-1000: 80px; --cds-spacing-800: 64px; --cds-spacing-600: 48px; --cds-spacing-400: 32px; --cds-spacing-300: 24px; --cds-spacing-200: 16px; --cds-spacing-150: 12px; --cds-spacing-100: 8px; --cds-spacing-50: 4px; --cds-color-emphasis-quaternary-content-default: var(--cds-color-purple-950); --cds-color-emphasis-quaternary-stroke-default: var(--cds-color-purple-700); --cds-color-emphasis-quaternary-background-xweak: var(--cds-color-purple-25); --cds-color-emphasis-quaternary-background-weak: var(--cds-color-purple-50); --cds-color-emphasis-quaternary-background-default: var(--cds-color-purple-600); --cds-color-emphasis-quaternary-background-strong: var(--cds-color-purple-700); --cds-color-emphasis-quaternary-background-xstrong: var(--cds-color-purple-900); --cds-color-emphasis-tertiary-content-default: var(--cds-color-yellow-800); --cds-color-emphasis-tertiary-stroke-default: var(--cds-color-yellow-300); --cds-color-emphasis-tertiary-background-xweak: var(--cds-color-yellow-25); --cds-color-emphasis-tertiary-background-weak: var(--cds-color-yellow-50); --cds-color-emphasis-tertiary-background-default: var(--cds-color-yellow-300); --cds-color-emphasis-tertiary-background-strong: var(--cds-color-yellow-500); --cds-color-emphasis-tertiary-background-xstrong: var(--cds-color-yellow-600); --cds-color-emphasis-secondary-stroke-default: var(--cds-color-pink-500); --cds-color-emphasis-secondary-content-default: var(--cds-color-pink-800); --cds-color-emphasis-secondary-background-xweak: var(--cds-color-pink-25); --cds-color-emphasis-secondary-background-weak: var(--cds-color-pink-50); --cds-color-emphasis-secondary-background-xstrong: var(--cds-color-pink-700); --cds-color-emphasis-secondary-background-strong: var(--cds-color-pink-600); --cds-color-emphasis-secondary-background-default: var(--cds-color-pink-500); --cds-color-emphasis-neutral-stroke-default: var(--cds-color-grey-600); --cds-color-emphasis-neutral-content-default: var(--cds-color-grey-600); --cds-color-emphasis-neutral-background-xweak: var(--cds-color-grey-25); --cds-color-emphasis-neutral-background-weak: var(--cds-color-grey-50); --cds-color-emphasis-neutral-background-default: var(--cds-color-grey-500); --cds-color-emphasis-neutral-background-xstrong: var(--cds-color-grey-900); --cds-color-emphasis-neutral-background-xxstrong: var(--cds-color-grey-975); --cds-color-emphasis-primary-background-xweak: var(--cds-color-blue-25); --cds-color-emphasis-primary-background-strong: var(--cds-color-blue-700); --cds-color-emphasis-primary-background-default: var(--cds-color-blue-500); --cds-color-emphasis-primary-background-xstrong: var(--cds-color-blue-800); --cds-color-emphasis-primary-background-weak: var(--cds-color-blue-50); --cds-color-emphasis-primary-background-xxstrong: var(--cds-color-blue-950); --cds-color-emphasis-primary-stroke-default: var(--cds-color-blue-500); --cds-color-emphasis-primary-content-default: var(--cds-color-blue-800); --cds-typography-action-secondary: var(--cds-font-weight-600) var(--cds-font-size-175) / var(--cds-line-height-250) var(--cds-font-family-source-sans-pro); --cds-typography-action-primary: var(--cds-font-weight-600) var(--cds-font-size-200) / var(--cds-line-height-300) var(--cds-font-family-source-sans-pro); --cds-typography-body-secondary: var(--cds-font-weight-400) var(--cds-font-size-175) / var(--cds-line-height-250) var(--cds-font-family-source-sans-pro); --cds-typography-body-primary: var(--cds-font-weight-400) var(--cds-font-size-200) / var(--cds-line-height-300) var(--cds-font-family-source-sans-pro); --cds-typography-subtitle-medium: var(--cds-font-weight-600) var(--cds-font-size-200) / var(--cds-line-height-250) var(--cds-font-family-source-sans-pro); --cds-typography-subtitle-large: var(--cds-font-weight-600) var(--cds-font-size-250) / var(--cds-line-height-300) var(--cds-font-family-source-sans-pro); --cds-typography-title-small-sm: var(--cds-font-weight-600) var(--cds-font-size-300) / var(--cds-line-height-450) var(--cds-font-family-source-sans-pro); --cds-typography-title-small: var(--cds-font-weight-600) var(--cds-font-size-375) / var(--cds-line-height-450) var(--cds-font-family-source-sans-pro); --cds-typography-title-medium-sm: var(--cds-font-weight-600) var(--cds-font-size-350) / var(--cds-line-height-450) var(--cds-font-family-source-sans-pro); --cds-typography-title-medium: var(--cds-font-weight-600) var(--cds-font-size-450) / var(--cds-line-height-525) var(--cds-font-family-source-sans-pro); --cds-typography-title-large-sm: var(--cds-font-weight-600) var(--cds-font-size-400) / var(--cds-line-height-500) var(--cds-font-family-source-sans-pro); --cds-typography-title-large: var(--cds-font-weight-600) var(--cds-font-size-600) / var(--cds-line-height-700) var(--cds-font-family-source-sans-pro); --cds-typography-display-sm: var(--cds-font-weight-600) var(--cds-font-size-500) / var(--cds-line-height-550) var(--cds-font-family-source-sans-pro); --cds-typography-display: var(--cds-font-weight-600) var(--cds-font-size-800) / var(--cds-line-height-900) var(--cds-font-family-source-sans-pro); } @media (max-width: 1023.95px) { :root { --cds-typography-display: var(--cds-typography-display-sm); --cds-typography-title-large: var(--cds-typography-title-large-sm); --cds-typography-title-medium: var(--cds-typography-title-medium-sm); --cds-typography-title-small: var(--cds-typography-title-small-sm); } } :root[dir='rtl'] { --cds-text-decoration-link: underline; --cds-typography-action-secondary: var(--cds-font-weight-700) var(--cds-font-size-175) / var(--cds-line-height-250) var(--cds-font-family-boutros-coursera); --cds-typography-action-primary: var(--cds-font-weight-700) var(--cds-font-size-200) / var(--cds-line-height-300) var(--cds-font-family-boutros-coursera); --cds-typography-body-secondary: var(--cds-font-weight-400) var(--cds-font-size-175) / var(--cds-line-height-250) var(--cds-font-family-boutros-coursera); --cds-typography-body-primary: var(--cds-font-weight-400) var(--cds-font-size-200) / var(--cds-line-height-300) var(--cds-font-family-boutros-coursera); --cds-typography-subtitle-medium: var(--cds-font-weight-700) var(--cds-font-size-200) / var(--cds-line-height-250) var(--cds-font-family-boutros-coursera); --cds-typography-subtitle-large: var(--cds-font-weight-700) var(--cds-font-size-250) / var(--cds-line-height-300) var(--cds-font-family-boutros-coursera); --cds-typography-title-small-sm: var(--cds-font-weight-700) var(--cds-font-size-375) / var(--cds-line-height-450) var(--cds-font-family-boutros-coursera); --cds-typography-title-small: var(--cds-font-weight-700) var(--cds-font-size-375) / var(--cds-line-height-450) var(--cds-font-family-boutros-coursera); --cds-typography-title-medium-sm: var(--cds-font-weight-700) var(--cds-font-size-350) / var(--cds-line-height-450) var(--cds-font-family-boutros-coursera); --cds-typography-title-medium: var(--cds-font-weight-700) var(--cds-font-size-450) / var(--cds-line-height-525) var(--cds-font-family-boutros-coursera); --cds-typography-title-large-sm: var(--cds-font-weight-700) var(--cds-font-size-400) / var(--cds-line-height-500) var(--cds-font-family-boutros-coursera); --cds-typography-title-large: var(--cds-font-weight-700) var(--cds-font-size-600) / var(--cds-line-height-700) var(--cds-font-family-boutros-coursera); --cds-typography-display-sm: var(--cds-font-weight-700) var(--cds-font-size-500) / var(--cds-line-height-550) var(--cds-font-family-boutros-coursera); --cds-typography-display: var(--cds-font-weight-700) var(--cds-font-size-800) / var(--cds-line-height-900) var(--cds-font-family-boutros-coursera); } @media (max-width: 1023.95px) { :root[dir='rtl'] { --cds-typography-display: var(--cds-typography-display-sm); --cds-typography-title-large: var(--cds-typography-title-large-sm); --cds-typography-title-medium: var(--cds-typography-title-medium-sm); --cds-typography-title-small: var(--cds-typography-title-small-sm); --cds-typography-display: var(--cds-typography-display-sm); --cds-typography-title-large: var(--cds-typography-title-large-sm); --cds-typography-title-medium: var(--cds-typography-title-medium-sm); --cds-typography-title-small: var(--cds-typography-title-small-sm); } } :root { --cds-font-size-body2: 0.875rem; --cds-font-size-title4: 0.875rem; --cds-letter-spacing-250: -0.2px; --cds-letter-spacing-125: -0.1px; --cds-font-family-body: var(--cds-font-family-source-sans-pro); --cds-font-family-title: var(--cds-font-family-source-sans-pro); --cds-font-family-display: var(--cds-font-family-source-sans-pro); --cds-font-size-body1: var(--cds-font-size-200); --cds-font-size-title3: var(--cds-font-size-200); --cds-font-size-title2: var(--cds-font-size-250); --cds-font-size-title1-xs: var(--cds-font-size-300); --cds-font-size-title1-lg: var(--cds-font-size-350); --cds-font-size-display2-xs: var(--cds-font-size-400); --cds-font-size-display2-sm: var(--cds-font-size-450); --cds-font-size-display2-lg: var(--cds-font-size-550); --cds-font-size-display1-xs: var(--cds-font-size-600); --cds-font-size-display1-sm: var(--cds-font-size-800); --cds-font-size-display1-lg: var(--cds-font-size-1050); --cds-letter-spacing-body2: var(--cds-letter-spacing-0); --cds-letter-spacing-body1: var(--cds-letter-spacing-0); --cds-letter-spacing-title4: var(--cds-letter-spacing-125); --cds-letter-spacing-title3: var(--cds-letter-spacing-125); --cds-letter-spacing-title2: var(--cds-letter-spacing-125); --cds-letter-spacing-title1: var(--cds-letter-spacing-125); --cds-letter-spacing-display2: var(--cds-letter-spacing-125); --cds-letter-spacing-display1: var(--cds-letter-spacing-250); --cds-line-height-body2: var(--cds-line-height-250); --cds-line-height-body1: var(--cds-line-height-300); --cds-line-height-title4: var(--cds-line-height-250); --cds-line-height-title3: var(--cds-line-height-300); --cds-line-height-title2: var(--cds-line-height-350); --cds-line-height-title1-xs: var(--cds-line-height-400); --cds-line-height-title1-lg: var(--cds-line-height-450); --cds-line-height-display2-xs: var(--cds-line-height-500); --cds-line-height-display2-sm: var(--cds-line-height-600); --cds-line-height-display2-lg: var(--cds-line-height-650); --cds-line-height-display1-xs: var(--cds-line-height-700); --cds-line-height-display1-sm: var(--cds-line-height-900); --cds-line-height-display1-lg: var(--cds-line-height-1150); --cds-typography-body2: var(--cds-font-weight-400) var(--cds-font-size-body2) / var(--cds-line-height-body2) var(--cds-font-family-body); --cds-typography-body1: var(--cds-font-weight-400) var(--cds-font-size-body1) / var(--cds-line-height-body1) var(--cds-font-family-body); --cds-typography-title4: var(--cds-font-weight-700) var(--cds-font-size-title4) / var(--cds-line-height-title4) var(--cds-font-family-title); --cds-typography-title3-strong: var(--cds-font-weight-700) var(--cds-font-size-title3) / var(--cds-line-height-title3) var(--cds-font-family-title); --cds-typography-title3: var(--cds-font-weight-600) var(--cds-font-size-title3) / var(--cds-line-height-title3) var(--cds-font-family-title); --cds-typography-title2-weak: var(--cds-font-weight-400) var(--cds-font-size-title2) / var(--cds-line-height-title2) var(--cds-font-family-title); --cds-typography-title2: var(--cds-font-weight-600) var(--cds-font-size-title2) / var(--cds-line-height-title2) var(--cds-font-family-title); --cds-typography-title1-xs-weak: var(--cds-font-weight-400) var(--cds-font-size-title1-xs) / var(--cds-line-height-title1-xs) var(--cds-font-family-title); --cds-typography-title1-xs: var(--cds-font-weight-600) var(--cds-font-size-title1-xs) / var(--cds-line-height-title1-xs) var(--cds-font-family-title); --cds-typography-title1-weak: var(--cds-font-weight-400) var(--cds-font-size-title1-lg) / var(--cds-line-height-title1-lg) var(--cds-font-family-title); --cds-typography-title1: var(--cds-font-weight-600) var(--cds-font-size-title1-lg) / var(--cds-line-height-title1-lg) var(--cds-font-family-title); --cds-typography-display2-xs-weak: var(--cds-font-weight-400) var(--cds-font-size-display2-xs) / var(--cds-line-height-display2-xs) var(--cds-font-family-display); --cds-typography-display2-xs: var(--cds-font-weight-600) var(--cds-font-size-display2-xs) / var(--cds-line-height-display2-xs) var(--cds-font-family-display); --cds-typography-display2-sm-weak: var(--cds-font-weight-400) var(--cds-font-size-display2-sm) / var(--cds-line-height-display2-sm) var(--cds-font-family-display); --cds-typography-display2-sm: var(--cds-font-weight-600) var(--cds-font-size-display2-sm) / var(--cds-line-height-display2-sm) var(--cds-font-family-display); 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--cds-color-interactive-primary: var(--cds-color-blue-700); } </style><link href="https://d3njjcbhbojbot.cloudfront.net/webapps/r2-builds/seo-entity-page/allStyles.282d846521e300346185.css" data-href="https://d3njjcbhbojbot.cloudfront.net/webapps/r2-builds/seo-entity-page/allStyles.282d846521e300346185.css" rel="stylesheet"><title data-react-helmet="true">Best Data Cleaning Courses Online with Certificates [2024] | Coursera</title> <meta data-react-helmet="true" property="og:url" content="https://www.coursera.org/courses?query=data%20cleaning"/><meta data-react-helmet="true" property="og:locale" content="en_US"/><meta data-react-helmet="true" property="og:type" content="website"/><meta data-react-helmet="true" name="description" content="Transform you career with Coursera's online Data Cleaning courses. 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Join today!"/><meta data-react-helmet="true" property="twitter:image:src" content="https://s3.amazonaws.com/coursera/media/Grid_Coursera_Partners_updated.png"/><meta data-react-helmet="true" property="twitter:image" content="https://s3.amazonaws.com/coursera/media/Grid_Coursera_Partners_updated.png"/><meta data-react-helmet="true" property="twitter:card" content="summary"/> <link data-react-helmet="true" rel="alternate" hreflang="x-default" href="https://www.coursera.org/courses?query=data%20cleaning"/><link data-react-helmet="true" rel="alternate" hreflang="en" href="https://www.coursera.org/courses?query=data%20cleaning"/><link data-react-helmet="true" rel="canonical" href="https://www.coursera.org/courses?query=data%20cleaning"/><link data-react-helmet="true" rel="next" href="https://www.coursera.org/courses?query=data%20cleaning&page=2"/> <style data-coursera-design-system>.cds-37 { width: 100%; display: block; box-sizing: border-box; margin-left: auto; margin-right: auto; } 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font-weight: var(--cds-font-weight-400); line-height: var(--cds-line-height-body1); letter-spacing: 0; } .cds-12 { font-size: var(--cds-font-size-title1-lg); font-family: var(--cds-font-family-source-sans-pro); font-weight: var(--cds-font-weight-400); line-height: var(--cds-line-height-title1-lg); letter-spacing: var(--cds-letter-spacing-125); } @media (max-width:599.95px) { .cds-12 { font-size: var(--cds-font-size-title1-xs); line-height: var(--cds-line-height-title1-xs); } } .cds-13 { font-size: var(--cds-font-size-title2); font-family: var(--cds-font-family-source-sans-pro); font-weight: var(--cds-font-weight-400); line-height: var(--cds-line-height-title2); letter-spacing: var(--cds-letter-spacing-125); } .cds-21 { width: 1px; height: 1px; overflow: hidden; position: absolute; } .cds-22 { text-align: left; } .cds-23 { text-align: center; } .cds-24 { text-align: right; } .cds-25 { text-align: justify; } .cds-26 { overflow: hidden; white-space: nowrap; text-overflow: ellipsis; } .cds-27 { margin-bottom: 0.35em; } .cds-28 { margin-bottom: 16px; } .cds-29 { color: inherit; } .cds-30 { color: #3f51b5; } .cds-31 { color: #f50057; } .cds-32 { color: rgba(0, 0, 0, 0.87); } .cds-33 { color: rgba(0, 0, 0, 0.54); } .cds-34 { color: #f44336; } .cds-35 { display: inline; } .cds-36 { display: block; } .cds-2 { text-decoration: none; } .cds-3 { text-decoration: none; } .cds-3:hover { text-decoration: underline; } .cds-4 { text-decoration: underline; } .cds-5 { border: 0; cursor: pointer; margin: 0; outline: 0; padding: 0; position: relative; user-select: none; border-radius: 0; vertical-align: middle; -moz-appearance: none; background-color: transparent; -webkit-appearance: none; -webkit-tap-highlight-color: transparent; } .cds-5::-moz-focus-inner { border-style: none; } .cds-5.cds-6 { outline: auto; } .cds-200 { height: 0; overflow: hidden; transition: height 300ms cubic-bezier(0.4, 0, 0.2, 1) 0ms; } .cds-201 { height: auto; overflow: visible; } .cds-202 { visibility: hidden; } .cds-203 { display: flex; } .cds-204 { width: 100%; } .cds-149 { color: inherit; border: 0; cursor: pointer; margin: 0; display: inline-flex; outline: 0; padding: 0; position: relative; align-items: center; user-select: none; border-radius: 0; vertical-align: middle; -moz-appearance: none; justify-content: center; text-decoration: none; background-color: transparent; -webkit-appearance: none; -webkit-tap-highlight-color: transparent; } .cds-149::-moz-focus-inner { border-style: none; } .cds-149.cds-150 { cursor: default; pointer-events: none; } @media print { .cds-149 { color-adjust: exact; } } .cds-205 { z-index: 11000; pointer-events: none; } .cds-206 { pointer-events: auto; } .cds-207[x-placement*="bottom"] .cds-210 { top: 0; left: 0; margin-top: -0.71em; margin-left: 4px; margin-right: 4px; } .cds-207[x-placement*="top"] .cds-210 { left: 0; bottom: 0; margin-left: 4px; margin-right: 4px; margin-bottom: -0.71em; } .cds-207[x-placement*="right"] .cds-210 { left: 0; width: 0.71em; height: 1em; margin-top: 4px; margin-left: -0.71em; margin-bottom: 4px; } .cds-207[x-placement*="left"] .cds-210 { right: 0; width: 0.71em; height: 1em; margin-top: 4px; margin-right: -0.71em; margin-bottom: 4px; } .cds-207[x-placement*="left"] .cds-210::before { transform-origin: 0 0; } .cds-207[x-placement*="right"] .cds-210::before { transform-origin: 100% 100%; } .cds-207[x-placement*="top"] .cds-210::before { transform-origin: 100% 0; } .cds-207[x-placement*="bottom"] .cds-210::before { transform-origin: 0 100%; } .cds-208 { color: #fff; padding: 4px 8px; font-size: 0.625rem; max-width: 300px; word-wrap: break-word; font-family: var(--cds-font-family-source-sans-pro); line-height: 1.4em; border-radius: 4px; background-color: rgba(97, 97, 97, 0.9); } .cds-209 { margin: 0; position: relative; } .cds-210 { color: rgba(97, 97, 97, 0.9); width: 1em; height: 0.71em; overflow: hidden; position: absolute; box-sizing: border-box; } .cds-210::before { width: 100%; height: 100%; margin: auto; content: ""; display: block; transform: rotate(45deg); background-color: currentColor; } .cds-211 { padding: 8px 16px; font-size: 0.875rem; line-height: 1.14286em; } .cds-212 { margin: 0 24px ; transform-origin: right center; } @media (min-width:600px) { .cds-212 { margin: 0 14px; } } .cds-213 { margin: 0 24px; transform-origin: left center; } @media (min-width:600px) { .cds-213 { margin: 0 14px; } } .cds-214 { margin: 24px 0; transform-origin: center bottom; } @media (min-width:600px) { .cds-214 { margin: 14px 0; } } .cds-215 { margin: 24px 0; transform-origin: center top; } @media (min-width:600px) { .cds-215 { margin: 14px 0; } } @media (min-width:0px) and (max-width:599.95px) { .cds-152 { display: none; } } @media (min-width:0px) { .cds-153 { display: none; } } @media (max-width:599.95px) { .cds-154 { display: none; } } @media (min-width:600px) and (max-width:1023.95px) { .cds-155 { display: none; } } @media (min-width:600px) { .cds-156 { display: none; } } @media (max-width:1023.95px) { .cds-157 { display: none; } } @media (min-width:1024px) and (max-width:1439.95px) { .cds-158 { display: none; } } @media (min-width:1024px) { .cds-159 { display: none; } } @media (max-width:1439.95px) { .cds-160 { display: none; } } @media (min-width:1440px) and (max-width:1919.95px) { .cds-161 { display: none; } } @media (min-width:1440px) { .cds-162 { display: none; } } @media (max-width:1919.95px) { .cds-163 { display: none; } } @media (min-width:1920px) { .cds-164 { display: none; } } @media (min-width:1920px) { .cds-165 { display: none; } } @media (min-width:0px) { .cds-166 { display: none; } } .cds-171 { color: rgba(0, 0, 0, 0.54); padding: 0; font-size: var(--cds-font-size-body1); font-family: var(--cds-font-family-source-sans-pro); font-weight: var(--cds-font-weight-400); line-height: 1; letter-spacing: 0; } .cds-171.cds-173 { color: #3f51b5; } .cds-171.cds-174 { color: rgba(0, 0, 0, 0.38); } .cds-171.cds-175 { color: #f44336; } .cds-172.cds-173 { color: #f50057; } .cds-178.cds-175 { color: #f44336; } .cds-167 { border: 0; margin: 0; display: inline-flex; padding: 0; position: relative; min-width: 0; flex-direction: column; vertical-align: top; } .cds-168 { margin-top: 16px; margin-bottom: 8px; } .cds-169 { margin-top: 8px; margin-bottom: 4px; } .cds-170 { width: 100%; } .cds-179 { display: flex; flex-wrap: wrap; flex-direction: column; } .cds-180 { flex-direction: row; } .cds-191 { flex: 0 0 auto; color: rgba(0, 0, 0, 0.54); padding: 12px; overflow: visible; font-size: 1.5rem; text-align: center; transition: background-color 150ms cubic-bezier(0.4, 0, 0.2, 1) 0ms; border-radius: 50%; } .cds-191:hover { background-color: rgba(0, 0, 0, 0.04); } .cds-191.cds-197 { color: rgba(0, 0, 0, 0.26); background-color: transparent; } @media (hover: none) { .cds-191:hover { background-color: transparent; } } .cds-192 { margin-left: -12px; } .cds-198.cds-192 { margin-left: -3px; } .cds-193 { margin-right: -12px; } .cds-198.cds-193 { margin-right: -3px; } .cds-194 { color: inherit; } .cds-195 { color: #3f51b5; } .cds-195:hover { background-color: rgba(63, 81, 181, 0.04); } @media (hover: none) { .cds-195:hover { background-color: transparent; } } .cds-196 { color: #f50057; } .cds-196:hover { background-color: rgba(245, 0, 87, 0.04); } @media (hover: none) { .cds-196:hover { background-color: transparent; } } .cds-198 { padding: 3px; font-size: 1.125rem; } .cds-199 { width: 100%; display: flex; align-items: inherit; justify-content: inherit; } .cds-187 { padding: 9px; } .cds-190 { top: 0; left: 0; width: 100%; cursor: inherit; height: 100%; margin: 0; opacity: 0; padding: 0; z-index: 1; position: absolute; } .cds-181 { color: rgba(0, 0, 0, 0.54); } .cds-185.cds-182 { color: #3f51b5; } .cds-185.cds-183 { color: rgba(0, 0, 0, 0.26); } .cds-185.cds-182:hover { background-color: rgba(63, 81, 181, 0.04); } @media (hover: none) { .cds-185.cds-182:hover { background-color: transparent; } } .cds-186.cds-182 { color: inherit; } .cds-186.cds-183 { color: rgba(0, 0, 0, 0.26); } .cds-186.cds-182:hover { background-color: rgba(245, 0, 87, 0.04); } @media (hover: none) { .cds-186.cds-182:hover { background-color: transparent; } }</style> <style data-emotion="css 0 7dz4nb 1p7n6e0 7x8owt 1u8qly9 vhadi 1kspkkz az8ufr j6ha89 f31nvc 1dswftd nxuace jawg1x enz6b7 1cxrrkn 1ywvkny guxf6x 1xuo44u 1ickw1p o1szhl b7zsru 1g4qm1d sll922 12xwvkc 128pc2l hanxyc 1h9ktwj xdsj4k 1kc4kyy 1ncpydt 9rioy3 v8pk32 1p459qo t3v7te 7229lx vfcffj nerfr 1f7g6as bf2p16 8qziyg n7jvmu akqbi1 1vvtrhi 1e2gpwi 4s48ix 1y4qktt q9p10k 1winmd 1khwbbn qdegye 1xdhyk6 12w2b3k 1rmmvio 18y6usd s27fdh 1whdyhf 1bmgd8 1lc66l1 tvqrra ebbjlp bx8io7 l0otf2 2d63ak 1wk81cj 1wdokyz yy9yht kimdhf 1ix3oq0 1q3mc6j 14fx0ln 1cm2tw6 reop8o 1d8irfl gdwbyx 1ibxsrf 8p0fb3 1q435b2 si869u 1e0vdwy lt6iqh y5sq3q 1ehghwj 1qwjeco o6zxv1 dlm1y2 11trnn5 h1jogs 1gvx11w 18gf322 3gbnhs 1825nsb 6ecy9b 1oy39td 1r7twh3 12fajai 15utrac 1oxwx8r f70avt 1lx0j2k 7avemv 16m4c33 22za10 pidhmc 18juqt8 de92ti vac8rf 1i7bybc l47nsn cgrcns 1rbwuu1 epm9dj 1cnv6wh 5l8eg">:root{--cds-color-darken-975:rgba(15, 17, 20, 0.98);--cds-color-darken-950:rgba(15, 17, 20, 0.95);--cds-color-darken-900:rgba(15, 17, 20, 0.9);--cds-color-darken-800:rgba(15, 17, 20, 0.8);--cds-color-darken-700:rgba(15, 17, 20, 0.7);--cds-color-darken-600:rgba(15, 17, 20, 0.6);--cds-color-darken-500:rgba(15, 17, 20, 0.5);--cds-color-darken-400:rgba(15, 17, 20, 0.4);--cds-color-darken-300:rgba(15, 17, 20, 0.3);--cds-color-darken-200:rgba(15, 17, 20, 0.2);--cds-color-darken-100:rgba(15, 17, 20, 0.1);--cds-color-darken-50:rgba(15, 17, 20, 0.05);--cds-color-darken-25:rgba(15, 17, 20, 0.03);--cds-color-darken-0:rgba(15, 17, 20, 0);--cds-color-lighten-975:rgba(255, 255, 255, 0.98);--cds-color-lighten-950:rgba(255, 255, 255, 0.95);--cds-color-lighten-900:rgba(255, 255, 255, 0.9);--cds-color-lighten-800:rgba(255, 255, 255, 0.8);--cds-color-lighten-700:rgba(255, 255, 255, 0.7);--cds-color-lighten-600:rgba(255, 255, 255, 0.6);--cds-color-lighten-500:rgba(255, 255, 255, 0.5);--cds-color-lighten-400:rgba(255, 255, 255, 0.4);--cds-color-lighten-300:rgba(255, 255, 255, 0.3);--cds-color-lighten-200:rgba(255, 255, 255, 0.2);--cds-color-lighten-100:rgba(255, 255, 255, 0.1);--cds-color-lighten-50:rgba(255, 255, 255, 0.05);--cds-color-lighten-25:rgba(255, 255, 255, 0.03);--cds-color-lighten-0:rgba(255, 255, 255, 0);--cds-color-pink-975:#1e051a;--cds-color-pink-950:#45093a;--cds-color-pink-900:#661057;--cds-color-pink-800:#7d166a;--cds-color-pink-700:#9c1a84;--cds-color-pink-600:#c429a8;--cds-color-pink-500:#e339c4;--cds-color-pink-400:#f05bd5;--cds-color-pink-300:#ff82e7;--cds-color-pink-200:#ffa6ee;--cds-color-pink-100:#ffccf5;--cds-color-pink-50:#ffe0f9;--cds-color-pink-25:#fff2fd;--cds-color-red-975:#2e0007;--cds-color-red-950:#66000f;--cds-color-red-900:#9e0018;--cds-color-red-800:#c4001d;--cds-color-red-700:#d30a28;--cds-color-red-600:#ed2644;--cds-color-red-500:#f0465f;--cds-color-red-400:#fc657d;--cds-color-red-300:#ff8f9f;--cds-color-red-200:#ffb0bc;--cds-color-red-100:#fad2d8;--cds-color-red-50:#fce5e8;--cds-color-red-25:#fdf5f5;--cds-color-green-975:#02150f;--cds-color-green-950:#062e21;--cds-color-green-900:#074735;--cds-color-green-800:#095941;--cds-color-green-700:#087051;--cds-color-green-600:#118f69;--cds-color-green-500:#22a880;--cds-color-green-400:#3bc29a;--cds-color-green-300:#66dab7;--cds-color-green-200:#94e5cd;--cds-color-green-100:#b8f2e1;--cds-color-green-50:#cffaed;--cds-color-green-25:#ebfdf8;--cds-color-yellow-975:#200900;--cds-color-yellow-950:#471400;--cds-color-yellow-900:#6b1e00;--cds-color-yellow-800:#852600;--cds-color-yellow-700:#a32e00;--cds-color-yellow-600:#c74504;--cds-color-yellow-500:#de6000;--cds-color-yellow-400:#f28100;--cds-color-yellow-300:#faaf00;--cds-color-yellow-200:#ffc936;--cds-color-yellow-100:#ffdc96;--cds-color-yellow-50:#ffeac9;--cds-color-yellow-25:#fff4e8;--cds-color-purple-975:#150333;--cds-color-purple-950:#340385;--cds-color-purple-900:#4a0fab;--cds-color-purple-800:#5b15cf;--cds-color-purple-700:#6923de;--cds-color-purple-600:#8040ed;--cds-color-purple-500:#9258f5;--cds-color-purple-400:#a678f5;--cds-color-purple-300:#c29ffc;--cds-color-purple-200:#d3bbfa;--cds-color-purple-100:#e7d9ff;--cds-color-purple-50:#f1e8ff;--cds-color-purple-25:#f9f5ff;--cds-color-blue-975:#00112a;--cds-color-blue-950:#002761;--cds-color-blue-900:#003b8f;--cds-color-blue-800:#0048b0;--cds-color-blue-700:#0056d2;--cds-color-blue-600:#1e72eb;--cds-color-blue-500:#3587fc;--cds-color-blue-400:#5b9dfc;--cds-color-blue-300:#87b8ff;--cds-color-blue-200:#adcfff;--cds-color-blue-100:#cfe2ff;--cds-color-blue-50:#e3eeff;--cds-color-blue-25:#f0f6ff;--cds-color-grey-975:#0f1114;--cds-color-grey-950:#1e2229;--cds-color-grey-900:#2d3440;--cds-color-grey-800:#363f52;--cds-color-grey-700:#404b61;--cds-color-grey-600:#5b6780;--cds-color-grey-500:#6d7c99;--cds-color-grey-400:#8495b0;--cds-color-grey-300:#a7b4c9;--cds-color-grey-200:#c1cad9;--cds-color-grey-100:#dae1ed;--cds-color-grey-50:#e8eef7;--cds-color-grey-25:#f2f5fa;--cds-color-white-0:#ffffff;--cds-color-callouts-tertiary-invert:#b0e5fb;--cds-text-decoration-link:underline;--cds-font-family-boutros-coursera:Boutros Coursera,Tahoma,sans-serif;--cds-font-family-source-sans-pro:Source Sans Pro,Arial,sans-serif;--cds-font-size-1100:5.5rem;--cds-font-size-1050:5.25rem;--cds-font-size-1000:5rem;--cds-font-size-950:4.75rem;--cds-font-size-900:4.5rem;--cds-font-size-850:4.25rem;--cds-font-size-800:4rem;--cds-font-size-750:3.75rem;--cds-font-size-700:3.5rem;--cds-font-size-650:3.25rem;--cds-font-size-600:3rem;--cds-font-size-550:2.75rem;--cds-font-size-500:2.5rem;--cds-font-size-450:2.25rem;--cds-font-size-400:2rem;--cds-font-size-375:1.875rem;--cds-font-size-350:1.75rem;--cds-font-size-300:1.5rem;--cds-font-size-250:1.25rem;--cds-font-size-200:1rem;--cds-font-size-175:0.875rem;--cds-font-size-150:0.75rem;--cds-font-size-125:0.625rem;--cds-font-size-100:0.5rem;--cds-letter-spacing-minus30:-0.003em;--cds-letter-spacing-minus50:-0.005em;--cds-letter-spacing-minus100:-0.01em;--cds-letter-spacing-100:0.01em;--cds-letter-spacing-0:0em;--cds-line-height-1200:6rem;--cds-line-height-1150:5.75rem;--cds-line-height-1100:5.5rem;--cds-line-height-1050:5.25rem;--cds-line-height-1000:5rem;--cds-line-height-900:4.5rem;--cds-line-height-850:4.25rem;--cds-line-height-800:4rem;--cds-line-height-700:3.5rem;--cds-line-height-650:3.25rem;--cds-line-height-600:3rem;--cds-line-height-550:2.75rem;--cds-line-height-525:2.625rem;--cds-line-height-500:2.5rem;--cds-line-height-450:2.25rem;--cds-line-height-400:2rem;--cds-line-height-375:1.875rem;--cds-line-height-350:1.75rem;--cds-line-height-300:1.5rem;--cds-line-height-250:1.25rem;--cds-line-height-200:1rem;--cds-line-height-175:0.875rem;--cds-line-height-150:0.75rem;--cds-base:8;--cds-font-weight-700:700;--cds-font-weight-600:600;--cds-font-weight-400:400;--cds-border-radius-max:50px;--cds-border-radius-400:32px;--cds-border-radius-200:16px;--cds-border-radius-100:8px;--cds-border-radius-50:4px;--cds-border-radius-25:2px;--cds-spacing-1400:112px;--cds-spacing-1000:80px;--cds-spacing-800:64px;--cds-spacing-600:48px;--cds-spacing-400:32px;--cds-spacing-300:24px;--cds-spacing-200:16px;--cds-spacing-150:12px;--cds-spacing-100:8px;--cds-spacing-50:4px;--cds-color-emphasis-quaternary-content-default:var(--cds-color-purple-950);--cds-color-emphasis-quaternary-stroke-default:var(--cds-color-purple-700);--cds-color-emphasis-quaternary-background-xweak:var(--cds-color-purple-25);--cds-color-emphasis-quaternary-background-weak:var(--cds-color-purple-50);--cds-color-emphasis-quaternary-background-default:var(--cds-color-purple-600);--cds-color-emphasis-quaternary-background-strong:var(--cds-color-purple-700);--cds-color-emphasis-quaternary-background-xstrong:var(--cds-color-purple-900);--cds-color-emphasis-tertiary-content-default:var(--cds-color-yellow-800);--cds-color-emphasis-tertiary-stroke-default:var(--cds-color-yellow-300);--cds-color-emphasis-tertiary-background-xweak:var(--cds-color-yellow-25);--cds-color-emphasis-tertiary-background-weak:var(--cds-color-yellow-50);--cds-color-emphasis-tertiary-background-default:var(--cds-color-yellow-300);--cds-color-emphasis-tertiary-background-strong:var(--cds-color-yellow-500);--cds-color-emphasis-tertiary-background-xstrong:var(--cds-color-yellow-600);--cds-color-emphasis-secondary-stroke-default:var(--cds-color-pink-500);--cds-color-emphasis-secondary-content-default:var(--cds-color-pink-800);--cds-color-emphasis-secondary-background-xweak:var(--cds-color-pink-25);--cds-color-emphasis-secondary-background-weak:var(--cds-color-pink-50);--cds-color-emphasis-secondary-background-xstrong:var(--cds-color-pink-700);--cds-color-emphasis-secondary-background-strong:var(--cds-color-pink-600);--cds-color-emphasis-secondary-background-default:var(--cds-color-pink-500);--cds-color-emphasis-neutral-stroke-default:var(--cds-color-grey-600);--cds-color-emphasis-neutral-content-default:var(--cds-color-grey-600);--cds-color-emphasis-neutral-background-xweak:var(--cds-color-grey-25);--cds-color-emphasis-neutral-background-weak:var(--cds-color-grey-50);--cds-color-emphasis-neutral-background-default:var(--cds-color-grey-500);--cds-color-emphasis-neutral-background-xstrong:var(--cds-color-grey-900);--cds-color-emphasis-neutral-background-xxstrong:var(--cds-color-grey-975);--cds-color-emphasis-primary-background-xweak:var(--cds-color-blue-25);--cds-color-emphasis-primary-background-strong:var(--cds-color-blue-700);--cds-color-emphasis-primary-background-default:var(--cds-color-blue-500);--cds-color-emphasis-primary-background-xstrong:var(--cds-color-blue-800);--cds-color-emphasis-primary-background-weak:var(--cds-color-blue-50);--cds-color-emphasis-primary-background-xxstrong:var(--cds-color-blue-950);--cds-color-emphasis-primary-stroke-default:var(--cds-color-blue-500);--cds-color-emphasis-primary-content-default:var(--cds-color-blue-800);--cds-color-utility-warning:var(--cds-color-yellow-200);--cds-color-utility-overlay:var(--cds-color-darken-500);--cds-color-callouts-background-primary-strong:var(--cds-color-blue-950);--cds-color-callouts-background-primary:var(--cds-color-blue-700);--cds-color-callouts-background-tertiary-weak:var(--cds-color-yellow-25);--cds-color-callouts-background-secondary-weak:var(--cds-color-purple-25);--cds-color-callouts-background-primary-weak:var(--cds-color-blue-50);--cds-color-callouts-secondary-invert:var(--cds-color-yellow-200);--cds-color-callouts-tertiary:var(--cds-color-blue-900);--cds-color-callouts-secondary:var(--cds-color-purple-950);--cds-color-feedback-background-warning-weak:var(--cds-color-yellow-25);--cds-color-feedback-background-informative-weak:var(--cds-color-blue-25);--cds-color-feedback-background-success-weak:var(--cds-color-green-25);--cds-color-feedback-background-error-weak:var(--cds-color-red-25);--cds-color-feedback-warning:var(--cds-color-yellow-700);--cds-color-feedback-informative:var(--cds-color-blue-700);--cds-color-feedback-success-invert-weak:var(--cds-color-green-50);--cds-color-feedback-success-hover:var(--cds-color-green-800);--cds-color-feedback-success:var(--cds-color-green-700);--cds-color-feedback-error-invert-weak:var(--cds-color-red-50);--cds-color-feedback-error-hover:var(--cds-color-red-900);--cds-color-feedback-error:var(--cds-color-red-700);--cds-color-neutral-background-primary:var(--cds-color-white-0);--cds-color-neutral-background-primary-weak:var(--cds-color-grey-25);--cds-color-neutral-stroke-primary-invert:var(--cds-color-white-0);--cds-color-neutral-stroke-primary-weak:var(--cds-color-grey-50);--cds-color-neutral-stroke-primary:var(--cds-color-grey-400);--cds-color-neutral-disabled-weak:var(--cds-color-grey-25);--cds-color-neutral-disabled-strong:var(--cds-color-grey-200);--cds-color-neutral-disabled:var(--cds-color-grey-50);--cds-color-neutral-primary-invert:var(--cds-color-white-0);--cds-color-neutral-primary-weak:var(--cds-color-grey-600);--cds-color-neutral-primary:var(--cds-color-grey-975);--cds-color-interactive-background-primary-selected-weak:var(--cds-color-purple-25);--cds-color-interactive-background-primary-pressed-weak:var(--cds-color-purple-25);--cds-color-interactive-background-primary-hover-weak:var(--cds-color-blue-25);--cds-color-interactive-stroke-primary-focus-invert:var(--cds-color-blue-25);--cds-color-interactive-stroke-primary-focus:var(--cds-color-purple-700);--cds-color-interactive-primary-selected:var(--cds-color-purple-950);--cds-color-interactive-primary-pressed:var(--cds-color-purple-950);--cds-color-interactive-primary-hover:var(--cds-color-blue-800);--cds-color-interactive-primary:var(--cds-color-blue-700);--cds-typography-action-secondary:var(--cds-font-weight-600) var(--cds-font-size-175)/var(--cds-line-height-250) var(--cds-font-family-source-sans-pro);--cds-typography-action-primary:var(--cds-font-weight-600) var(--cds-font-size-200)/var(--cds-line-height-300) var(--cds-font-family-source-sans-pro);--cds-typography-body-secondary:var(--cds-font-weight-400) var(--cds-font-size-175)/var(--cds-line-height-250) var(--cds-font-family-source-sans-pro);--cds-typography-body-primary:var(--cds-font-weight-400) var(--cds-font-size-200)/var(--cds-line-height-300) var(--cds-font-family-source-sans-pro);--cds-typography-subtitle-medium:var(--cds-font-weight-600) var(--cds-font-size-200)/var(--cds-line-height-250) var(--cds-font-family-source-sans-pro);--cds-typography-subtitle-large:var(--cds-font-weight-600) var(--cds-font-size-250)/var(--cds-line-height-300) var(--cds-font-family-source-sans-pro);--cds-typography-title-small-sm:var(--cds-font-weight-600) var(--cds-font-size-300)/var(--cds-line-height-375) var(--cds-font-family-source-sans-pro);--cds-typography-title-small:var(--cds-font-weight-600) var(--cds-font-size-375)/var(--cds-line-height-450) var(--cds-font-family-source-sans-pro);--cds-typography-title-medium-sm:var(--cds-font-weight-600) var(--cds-font-size-350)/var(--cds-line-height-450) var(--cds-font-family-source-sans-pro);--cds-typography-title-medium:var(--cds-font-weight-600) var(--cds-font-size-450)/var(--cds-line-height-525) var(--cds-font-family-source-sans-pro);--cds-typography-title-large-sm:var(--cds-font-weight-600) var(--cds-font-size-400)/var(--cds-line-height-500) var(--cds-font-family-source-sans-pro);--cds-typography-title-large:var(--cds-font-weight-600) var(--cds-font-size-600)/var(--cds-line-height-700) var(--cds-font-family-source-sans-pro);--cds-typography-display-sm:var(--cds-font-weight-600) var(--cds-font-size-500)/var(--cds-line-height-550) var(--cds-font-family-source-sans-pro);--cds-typography-display:var(--cds-font-weight-600) var(--cds-font-size-800)/var(--cds-line-height-900) var(--cds-font-family-source-sans-pro);}@media (max-width: 1023.95px){:root{--cds-typography-display:var(--cds-typography-display-sm);--cds-typography-title-large:var(--cds-typography-title-large-sm);--cds-typography-title-medium:var(--cds-typography-title-medium-sm);--cds-typography-title-small:var(--cds-typography-title-small-sm);}}:root[dir='rtl']{--cds-text-decoration-link:underline;--cds-typography-action-secondary:var(--cds-font-weight-700) var(--cds-font-size-175)/var(--cds-line-height-250) var(--cds-font-family-boutros-coursera);--cds-typography-action-primary:var(--cds-font-weight-700) var(--cds-font-size-200)/var(--cds-line-height-300) var(--cds-font-family-boutros-coursera);--cds-typography-body-secondary:var(--cds-font-weight-400) var(--cds-font-size-175)/var(--cds-line-height-250) var(--cds-font-family-boutros-coursera);--cds-typography-body-primary:var(--cds-font-weight-400) var(--cds-font-size-200)/var(--cds-line-height-300) var(--cds-font-family-boutros-coursera);--cds-typography-subtitle-medium:var(--cds-font-weight-700) var(--cds-font-size-200)/var(--cds-line-height-250) var(--cds-font-family-boutros-coursera);--cds-typography-subtitle-large:var(--cds-font-weight-700) var(--cds-font-size-250)/var(--cds-line-height-300) var(--cds-font-family-boutros-coursera);--cds-typography-title-small-sm:var(--cds-font-weight-700) var(--cds-font-size-375)/var(--cds-line-height-450) var(--cds-font-family-boutros-coursera);--cds-typography-title-small:var(--cds-font-weight-700) var(--cds-font-size-375)/var(--cds-line-height-450) var(--cds-font-family-boutros-coursera);--cds-typography-title-medium-sm:var(--cds-font-weight-700) var(--cds-font-size-350)/var(--cds-line-height-450) var(--cds-font-family-boutros-coursera);--cds-typography-title-medium:var(--cds-font-weight-700) var(--cds-font-size-450)/var(--cds-line-height-525) var(--cds-font-family-boutros-coursera);--cds-typography-title-large-sm:var(--cds-font-weight-700) var(--cds-font-size-400)/var(--cds-line-height-500) var(--cds-font-family-boutros-coursera);--cds-typography-title-large:var(--cds-font-weight-700) var(--cds-font-size-600)/var(--cds-line-height-700) var(--cds-font-family-boutros-coursera);--cds-typography-display-sm:var(--cds-font-weight-700) var(--cds-font-size-500)/var(--cds-line-height-550) var(--cds-font-family-boutros-coursera);--cds-typography-display:var(--cds-font-weight-700) var(--cds-font-size-800)/var(--cds-line-height-900) var(--cds-font-family-boutros-coursera);}@media (max-width: 1023.95px){:root[dir='rtl']{--cds-typography-display:var(--cds-typography-display-sm);--cds-typography-title-large:var(--cds-typography-title-large-sm);--cds-typography-title-medium:var(--cds-typography-title-medium-sm);--cds-typography-title-small:var(--cds-typography-title-small-sm);--cds-typography-display:var(--cds-typography-display-sm);--cds-typography-title-large:var(--cds-typography-title-large-sm);--cds-typography-title-medium:var(--cds-typography-title-medium-sm);--cds-typography-title-small:var(--cds-typography-title-small-sm);}}:root{--cds-font-size-body2:0.875rem;--cds-font-size-title4:0.875rem;--cds-letter-spacing-250:-0.2px;--cds-letter-spacing-125:-0.1px;--cds-font-family-body:var(--cds-font-family-source-sans-pro);--cds-font-family-title:var(--cds-font-family-source-sans-pro);--cds-font-family-display:var(--cds-font-family-source-sans-pro);--cds-font-size-body1:var(--cds-font-size-200);--cds-font-size-title3:var(--cds-font-size-200);--cds-font-size-title2:var(--cds-font-size-250);--cds-font-size-title1-xs:var(--cds-font-size-300);--cds-font-size-title1-lg:var(--cds-font-size-350);--cds-font-size-display2-xs:var(--cds-font-size-400);--cds-font-size-display2-sm:var(--cds-font-size-450);--cds-font-size-display2-lg:var(--cds-font-size-550);--cds-font-size-display1-xs:var(--cds-font-size-600);--cds-font-size-display1-sm:var(--cds-font-size-800);--cds-font-size-display1-lg:var(--cds-font-size-1050);--cds-letter-spacing-body2:var(--cds-letter-spacing-0);--cds-letter-spacing-body1:var(--cds-letter-spacing-0);--cds-letter-spacing-title4:var(--cds-letter-spacing-125);--cds-letter-spacing-title3:var(--cds-letter-spacing-125);--cds-letter-spacing-title2:var(--cds-letter-spacing-125);--cds-letter-spacing-title1:var(--cds-letter-spacing-125);--cds-letter-spacing-display2:var(--cds-letter-spacing-125);--cds-letter-spacing-display1:var(--cds-letter-spacing-250);--cds-line-height-body2:var(--cds-line-height-250);--cds-line-height-body1:var(--cds-line-height-300);--cds-line-height-title4:var(--cds-line-height-250);--cds-line-height-title3:var(--cds-line-height-300);--cds-line-height-title2:var(--cds-line-height-350);--cds-line-height-title1-xs:var(--cds-line-height-400);--cds-line-height-title1-lg:var(--cds-line-height-450);--cds-line-height-display2-xs:var(--cds-line-height-500);--cds-line-height-display2-sm:var(--cds-line-height-600);--cds-line-height-display2-lg:var(--cds-line-height-650);--cds-line-height-display1-xs:var(--cds-line-height-700);--cds-line-height-display1-sm:var(--cds-line-height-900);--cds-line-height-display1-lg:var(--cds-line-height-1150);--cds-typography-body2:var(--cds-font-weight-400) var(--cds-font-size-body2)/var(--cds-line-height-body2) var(--cds-font-family-body);--cds-typography-body1:var(--cds-font-weight-400) var(--cds-font-size-body1)/var(--cds-line-height-body1) var(--cds-font-family-body);--cds-typography-title4:var(--cds-font-weight-700) var(--cds-font-size-title4)/var(--cds-line-height-title4) var(--cds-font-family-title);--cds-typography-title3-strong:var(--cds-font-weight-700) var(--cds-font-size-title3)/var(--cds-line-height-title3) var(--cds-font-family-title);--cds-typography-title3:var(--cds-font-weight-600) var(--cds-font-size-title3)/var(--cds-line-height-title3) var(--cds-font-family-title);--cds-typography-title2-weak:var(--cds-font-weight-400) var(--cds-font-size-title2)/var(--cds-line-height-title2) var(--cds-font-family-title);--cds-typography-title2:var(--cds-font-weight-600) var(--cds-font-size-title2)/var(--cds-line-height-title2) var(--cds-font-family-title);--cds-typography-title1-xs-weak:var(--cds-font-weight-400) var(--cds-font-size-title1-xs)/var(--cds-line-height-title1-xs) var(--cds-font-family-title);--cds-typography-title1-xs:var(--cds-font-weight-600) var(--cds-font-size-title1-xs)/var(--cds-line-height-title1-xs) var(--cds-font-family-title);--cds-typography-title1-weak:var(--cds-font-weight-400) var(--cds-font-size-title1-lg)/var(--cds-line-height-title1-lg) var(--cds-font-family-title);--cds-typography-title1:var(--cds-font-weight-600) var(--cds-font-size-title1-lg)/var(--cds-line-height-title1-lg) var(--cds-font-family-title);--cds-typography-display2-xs-weak:var(--cds-font-weight-400) var(--cds-font-size-display2-xs)/var(--cds-line-height-display2-xs) var(--cds-font-family-display);--cds-typography-display2-xs:var(--cds-font-weight-600) var(--cds-font-size-display2-xs)/var(--cds-line-height-display2-xs) var(--cds-font-family-display);--cds-typography-display2-sm-weak:var(--cds-font-weight-400) var(--cds-font-size-display2-sm)/var(--cds-line-height-display2-sm) var(--cds-font-family-display);--cds-typography-display2-sm:var(--cds-font-weight-600) var(--cds-font-size-display2-sm)/var(--cds-line-height-display2-sm) var(--cds-font-family-display);--cds-typography-display2-weak:var(--cds-font-weight-400) var(--cds-font-size-display2-lg)/var(--cds-line-height-display2-lg) var(--cds-font-family-display);--cds-typography-display2:var(--cds-font-weight-600) var(--cds-font-size-display2-lg)/var(--cds-line-height-display2-lg) var(--cds-font-family-display);--cds-typography-display1-xs-weak:var(--cds-font-weight-400) var(--cds-font-size-display1-xs)/var(--cds-line-height-display1-xs) var(--cds-font-family-display);--cds-typography-display1-xs:var(--cds-font-weight-600) var(--cds-font-size-display1-xs)/var(--cds-line-height-display1-xs) var(--cds-font-family-display);--cds-typography-display1-sm-weak:var(--cds-font-weight-400) var(--cds-font-size-display1-sm)/var(--cds-line-height-display1-sm) var(--cds-font-family-display);--cds-typography-display1-sm:var(--cds-font-weight-600) var(--cds-font-size-display1-sm)/var(--cds-line-height-display1-sm) var(--cds-font-family-display);--cds-typography-display1-weak:var(--cds-font-weight-400) var(--cds-font-size-display1-lg)/var(--cds-line-height-display1-lg) var(--cds-font-family-display);--cds-typography-display1:var(--cds-font-weight-600) var(--cds-font-size-display1-lg)/var(--cds-line-height-display1-lg) var(--cds-font-family-display);}@media (max-width: 1023.95px){:root{--cds-typography-display1:var(--cds-typography-display1-sm);--cds-typography-display1-weak:var(--cds-typography-display1-sm-weak);--cds-typography-display2:var(--cds-typography-display2-sm);--cds-typography-display2-weak:var(--cds-typography-display2-sm-weak);}}@media (max-width: 599.95px){:root{--cds-typography-display1:var(--cds-typography-display1-xs);--cds-typography-display1-weak:var(--cds-typography-display1-xs-weak);--cds-typography-display2:var(--cds-typography-display2-xs);--cds-typography-display2-weak:var(--cds-typography-display2-xs-weak);--cds-typography-title1:var(--cds-typography-title1-xs);--cds-typography-title1-weak:var(--cds-typography-title1-xs-weak);}}:root[dir='rtl']{--cds-font-family-body:var(--cds-font-family-boutros-coursera);--cds-font-family-title:var(--cds-font-family-boutros-coursera);--cds-font-family-display:var(--cds-font-family-boutros-coursera);--cds-letter-spacing-body2:var(--cds-letter-spacing-0);--cds-letter-spacing-body1:var(--cds-letter-spacing-0);--cds-letter-spacing-title4:var(--cds-letter-spacing-0);--cds-letter-spacing-title3:var(--cds-letter-spacing-0);--cds-letter-spacing-title2:var(--cds-letter-spacing-0);--cds-letter-spacing-title1:var(--cds-letter-spacing-0);--cds-letter-spacing-display2:var(--cds-letter-spacing-0);--cds-letter-spacing-display1:var(--cds-letter-spacing-0);}@media (max-width: 1023.95px){:root[dir='rtl']{--cds-typography-display1:var(--cds-typography-display1-sm);--cds-typography-display1-weak:var(--cds-typography-display1-sm-weak);--cds-typography-display2:var(--cds-typography-display2-sm);--cds-typography-display2-weak:var(--cds-typography-display2-sm-weak);}}@media (max-width: 599.95px){:root[dir='rtl']{--cds-typography-display1:var(--cds-typography-display1-xs);--cds-typography-display1-weak:var(--cds-typography-display1-xs-weak);--cds-typography-display2:var(--cds-typography-display2-xs);--cds-typography-display2-weak:var(--cds-typography-display2-xs-weak);--cds-typography-title1:var(--cds-typography-title1-xs);--cds-typography-title1-weak:var(--cds-typography-title1-xs-weak);}}.css-1p7n6e0{min-width:360;background-color:#fff;box-shadow:0 2px 4px 0 rgb(0 0 0 / 10%);position:fixed;width:100%;left:0;right:0;top:0;-webkit-transition:top 0.2s ease-in-out;transition:top 0.2s 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data-click-value="{"href":"https://www.coursera.org/business?utm_content=corp-to-home-for-enterprise&utm_campaign=website&utm_medium=coursera&utm_source=header&utm_term=b-out","namespace":{"action":"click","app":"seo_entity_page","component":"navigation_meta_nav_Business","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="navigation_meta_nav_Business" data-track-href="https://www.coursera.org/business?utm_content=corp-to-home-for-enterprise&utm_campaign=website&utm_medium=coursera&utm_source=header&utm_term=b-out" href="https://www.coursera.org/business?utm_content=corp-to-home-for-enterprise&utm_campaign=website&utm_medium=coursera&utm_source=header&utm_term=b-out" to="https://www.coursera.org/business?utm_content=corp-to-home-for-enterprise&utm_campaign=website&utm_medium=coursera&utm_source=header&utm_term=b-out" class="cds-7 cds-1 cds-3 css-enz6b7 cds-30"><span><span 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class="rc-CourseraLogo" alt="Coursera" aria-hidden="true"/></div></a></div></div></div></div><div class="c-ph-search-catalog nav-item horizontal-box browse-search css-b7zsru"><div class="browse-content-wrapper horizontal-box"><div class="MegamenuWrapperDiv css-guxf6x" id="MegamenuWrapperDiv"><div class="rc-MegaMenuWrapper rc-MegaMenuWrapperLite rc-MegaMenuWrapper--MetaNav css-0" data-e2e="megamenu-dropdown"><div><button data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="explore_button" data-e2e="megamenu-explore-button" class="rc-ExploreButton css-1g4qm1d" aria-expanded="false" aria-haspopup="true" aria-label="Explore our catalog" type="button"><span class="css-sll922"><span class="css-12xwvkc">Explore</span><svg aria-hidden="true" fill="none" focusable="false" height="12" viewBox="0 0 16 16" width="12" id="cds-react-aria-1" class="css-0"><path fill-rule="evenodd" clip-rule="evenodd" d="M8 11.293L1.354 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class="rc-EntityPageHeader css-n7jvmu"><div class="cds-37 css-1cxrrkn cds-38 cds-43"><div class="cds-45 css-1kspkkz cds-46"><div class="cds-45 css-0 cds-47 cds-grid-item cds-92"><header class="css-akqbi1"><ul data-unit="breadcrumbs-list" class="rc-EntityPageBreadcrumbs"><li class="breadcrumb-item"><a class="cds-7 cds-1 cds-3 breadcrumb-title is-link css-1vvtrhi cds-30" href="browse">Browse</a><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="breadcrumb-divider css-1e2gpwi" id="cds-react-aria-5"><path fill-rule="evenodd" clip-rule="evenodd" d="M11.293 8L4.646 1.354l.708-.708L12.707 8l-7.353 7.354-.708-.707L11.293 8z" fill="currentColor"></path></svg></li><li class="breadcrumb-item"><span class="breadcrumb-title css-4s48ix">Data Cleaning</span></li></ul><div class="cds-45 css-7avemv cds-46" data-testid="top-content-block"><div class="cds-45 css-0 cds-47 cds-grid-item cds-92"><h2 class="cds-7 cds-Typography-base css-h1jogs cds-9">Data 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Understand how to identify and correct errors, handle missing data, and ensure data quality.</p></div></div></header></div></div></div></div><main id="main" class="css-1y4qktt"><div class="css-q9p10k"><div class="cds-37 css-1cxrrkn cds-38 cds-43"><div class="cds-45 css-1kspkkz cds-46"><div class="cds-45 css-0 cds-47 cds-grid-item cds-92"><div class="cds-45 css-1winmd cds-46"><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-111"><div class="css-1khwbbn"><div class="css-qdegye"><div class="css-1xdhyk6 cds-157"><div class="css-1u8qly9"><div class="css-1u8qly9"><div class="filterContent"></div></div></div></div><div class="cds-157"><h3 class="cds-7 css-12w2b3k cds-9">Filter by</h3><div data-testid="search-filter-group-Subject" class="css-1rmmvio"><div class="cds-167 cds-formControl-root css-18y6usd" aria-labelledby="cds-react-aria-6-formLabel" role="group"><div class="cds-171 cds-formLabel-root cds-formLabel-onLight cds-formControl-formLabel css-s27fdh cds-177" 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id="cds-react-aria-8-label-text"><span>Data Science<span class="css-ebbjlp">(1,641)</span></span></span></div></label></div><div class="css-1bmgd8" data-testid="Computer Science-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-10" data-indeterminate="false" aria-labelledby="cds-react-aria-10-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-11" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-10-label-text"><span>Computer Science<span class="css-ebbjlp">(1,047)</span></span></span></div></label></div><div class="css-1bmgd8" data-testid="Business-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-12" data-indeterminate="false" aria-labelledby="cds-react-aria-12-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-13" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-12-label-text"><span>Business<span class="css-ebbjlp">(912)</span></span></span></div></label></div><div class="css-1bmgd8" data-testid="Information Technology-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-14" data-indeterminate="false" aria-labelledby="cds-react-aria-14-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-15" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-14-label-text"><span>Information Technology<span class="css-ebbjlp">(870)</span></span></span></div></label></div></div></div><div class="css-bx8io7"><button data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="expand_filter_items_button_topic" class="cds-149 cds-button-disableElevation cds-button-ghost 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class="cds-ContextualHelp-tooltipContainer"><div class="cds-ContextualHelp-tooltipContent"><p class=" css-4s48ix">The language used throughout the course, in both instruction and assessments.</p></div><div class="cds-ContextualHelp-tooltipActions"><div class="cds-ContextualHelp-tooltipCta"></div><button class="cds-149 cds-ContextualHelp-tooltipCloseButton cds-button-disableElevation cds-button-ghost css-yy9yht" tabindex="0" type="button"><span class="cds-button-label"><span class="cds-button-startIcon"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" id="cds-react-aria-19" class="css-0"><path fill-rule="evenodd" clip-rule="evenodd" d="M13.585 14.353l-11.94-12 .71-.706 11.94 12-.71.706z" fill="currentColor"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M14.344 2.353l-11.99 12-.708-.706 11.99-12 .708.706z" fill="currentColor"></path></svg></span>Close</span></button></div></div></div></div></div></div></div><div class="cds-179 cds-formGroup-groupWrapper"><div class="css-1bmgd8" data-testid="English-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-20" data-indeterminate="false" aria-labelledby="cds-react-aria-20-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-21" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-20-label-text"><span>English<span class="css-ebbjlp">(4,151)</span></span></span></div></label></div><div class="css-1bmgd8" data-testid="Spanish-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-22" data-indeterminate="false" aria-labelledby="cds-react-aria-22-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-23" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-22-label-text"><span>Spanish<span class="css-ebbjlp">(2,181)</span></span></span></div></label></div><div class="css-1bmgd8" data-testid="French-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-24" data-indeterminate="false" aria-labelledby="cds-react-aria-24-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-25" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-24-label-text"><span>French<span class="css-ebbjlp">(2,038)</span></span></span></div></label></div><div class="css-1bmgd8" data-testid="Portuguese (Brazil)-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-26" data-indeterminate="false" aria-labelledby="cds-react-aria-26-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-27" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-26-label-text"><span>Portuguese (Brazil)<span class="css-ebbjlp">(2,022)</span></span></span></div></label></div></div></div><div class="css-bx8io7"><button data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="expand_filter_items_button_language" class="cds-149 cds-button-disableElevation cds-button-ghost css-l0otf2" tabindex="0" role="button" data-test="expand-filter-items-button" aria-label="Show more Language options" type="button"><span class="cds-button-label">Show more</span></button></div></div><div data-testid="search-filter-group-Learning Product" class="css-1rmmvio"><div class="cds-167 cds-formControl-root css-18y6usd" aria-labelledby="cds-react-aria-28-formLabel" role="group"><div class="cds-171 cds-formLabel-root cds-formLabel-onLight cds-formControl-formLabel css-s27fdh cds-177" for="cds-react-aria-29" id="cds-react-aria-28-formLabel">Learning Product<div data-testid="visually-hidden" class="css-1whdyhf">Required</div><span aria-hidden="true" class="cds-178 cds-formLabel-asterisk"> *</span></div><div class="cds-179 cds-formGroup-groupWrapper"><div class="css-1bmgd8" data-testid="Guided Projects-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-30" data-indeterminate="false" aria-labelledby="cds-react-aria-30-label-text cds-react-aria-30-support-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-31" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-30-label-text"><span>Guided Projects<span class="css-ebbjlp">(577)</span></span></span></div></label><div class="cds-checkboxAndRadio-supportText css-kimdhf" id="cds-react-aria-30-support-text">Build job-relevant skills in under 2 hours with hands-on tutorials.</div></div><div class="css-1bmgd8" data-testid="Courses-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-32" data-indeterminate="false" aria-labelledby="cds-react-aria-32-label-text cds-react-aria-32-support-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-33" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-32-label-text"><span>Courses<span class="css-ebbjlp">(3,296)</span></span></span></div></label><div class="cds-checkboxAndRadio-supportText css-kimdhf" id="cds-react-aria-32-support-text">Learn from top instructors with graded assignments, videos, and discussion forums.</div></div><div class="css-1bmgd8" data-testid="Projects-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-34" data-indeterminate="false" aria-labelledby="cds-react-aria-34-label-text cds-react-aria-34-support-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-35" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-34-label-text"><span>Projects<span class="css-ebbjlp">(260)</span></span></span></div></label><div class="cds-checkboxAndRadio-supportText css-kimdhf" id="cds-react-aria-34-support-text">Learn a new tool or skill in an interactive, hands-on environment.</div></div><div class="css-1bmgd8" data-testid="Specializations-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-36" data-indeterminate="false" aria-labelledby="cds-react-aria-36-label-text cds-react-aria-36-support-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-37" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-36-label-text"><span>Specializations<span class="css-ebbjlp">(586)</span></span></span></div></label><div class="cds-checkboxAndRadio-supportText css-kimdhf" id="cds-react-aria-36-support-text">Get in-depth knowledge of a subject by completing a series of courses and projects.</div></div><div class="css-1bmgd8" data-testid="Professional Certificates-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-38" data-indeterminate="false" aria-labelledby="cds-react-aria-38-label-text cds-react-aria-38-support-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-39" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-38-label-text"><span>Professional Certificates<span class="css-ebbjlp">(136)</span></span></span></div></label><div class="cds-checkboxAndRadio-supportText css-kimdhf" id="cds-react-aria-38-support-text">Earn career credentials from industry leaders that demonstrate your expertise.</div></div><div class="css-1bmgd8" data-testid="MasterTrack® Certificates-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-40" data-indeterminate="false" aria-labelledby="cds-react-aria-40-label-text cds-react-aria-40-support-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-41" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-40-label-text"><span>MasterTrack® Certificates<span class="css-ebbjlp">(5)</span></span></span></div></label><div class="cds-checkboxAndRadio-supportText css-kimdhf" id="cds-react-aria-40-support-text">Earn career credentials while taking courses that count towards your Master’s degree.</div></div><div class="css-1bmgd8" data-testid="Degrees-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-42" data-indeterminate="false" aria-labelledby="cds-react-aria-42-label-text cds-react-aria-42-support-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-43" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-42-label-text"><span>Degrees<span class="css-ebbjlp">(39)</span></span></span></div></label><div class="cds-checkboxAndRadio-supportText css-kimdhf" id="cds-react-aria-42-support-text">Earn your Bachelor’s or Master’s degree online for a fraction of the cost of in-person learning.</div></div><div class="css-1bmgd8" data-testid="Postgraduate Diploma-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-44" data-indeterminate="false" aria-labelledby="cds-react-aria-44-label-text cds-react-aria-44-support-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-45" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-44-label-text"><span>Postgraduate Diploma<span class="css-ebbjlp">(2)</span></span></span></div></label><div class="cds-checkboxAndRadio-supportText css-kimdhf" id="cds-react-aria-44-support-text">Complete graduate-level learning without committing to a full degree program.</div></div><div class="css-1bmgd8" data-testid="Graduate Certificates-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-46" data-indeterminate="false" aria-labelledby="cds-react-aria-46-label-text cds-react-aria-46-support-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-47" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-46-label-text"><span>Graduate Certificates<span class="css-ebbjlp">(19)</span></span></span></div></label><div class="cds-checkboxAndRadio-supportText css-kimdhf" id="cds-react-aria-46-support-text">Earn a university-issued career credential in a flexible, interactive format.</div></div><div class="css-1bmgd8" data-testid="University Certificates-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-48" data-indeterminate="false" aria-labelledby="cds-react-aria-48-label-text cds-react-aria-48-support-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-49" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-48-label-text"><span>University Certificates<span class="css-ebbjlp">(2)</span></span></span></div></label><div class="cds-checkboxAndRadio-supportText css-kimdhf" id="cds-react-aria-48-support-text">Graduate level learning within reach.</div></div></div></div></div><div data-testid="search-filter-group-Level" class="css-1rmmvio"><div class="cds-167 cds-formControl-root css-18y6usd" aria-labelledby="cds-react-aria-50-formLabel" role="group"><div class="cds-171 cds-formLabel-root cds-formLabel-onLight cds-formControl-formLabel css-s27fdh cds-177" for="cds-react-aria-51" id="cds-react-aria-50-formLabel">Level<div data-testid="visually-hidden" class="css-1whdyhf">Required</div><span aria-hidden="true" class="cds-178 cds-formLabel-asterisk"> *</span></div><div class="cds-179 cds-formGroup-groupWrapper"><div class="css-1bmgd8" data-testid="Beginner-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-52" data-indeterminate="false" aria-labelledby="cds-react-aria-52-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-53" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-52-label-text"><span>Beginner<span class="css-ebbjlp">(2,528)</span></span></span></div></label></div><div class="css-1bmgd8" data-testid="Intermediate-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-54" data-indeterminate="false" aria-labelledby="cds-react-aria-54-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-55" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-54-label-text"><span>Intermediate<span class="css-ebbjlp">(1,790)</span></span></span></div></label></div><div class="css-1bmgd8" data-testid="Advanced-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-56" data-indeterminate="false" aria-labelledby="cds-react-aria-56-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-57" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-56-label-text"><span>Advanced<span class="css-ebbjlp">(204)</span></span></span></div></label></div><div class="css-1bmgd8" data-testid="Mixed-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-58" data-indeterminate="false" aria-labelledby="cds-react-aria-58-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-59" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-58-label-text"><span>Mixed<span class="css-ebbjlp">(333)</span></span></span></div></label></div></div></div></div><div data-testid="search-filter-group-Duration" class="css-1rmmvio"><div class="cds-167 cds-formControl-root css-18y6usd" aria-labelledby="cds-react-aria-60-formLabel" role="group"><div class="cds-171 cds-formLabel-root cds-formLabel-onLight cds-formControl-formLabel css-s27fdh cds-177" for="cds-react-aria-61" id="cds-react-aria-60-formLabel">Duration<div data-testid="visually-hidden" class="css-1whdyhf">Required</div><span aria-hidden="true" class="cds-178 cds-formLabel-asterisk"> *</span></div><div class="cds-179 cds-formGroup-groupWrapper"><div class="css-1bmgd8" data-testid="Less Than 2 Hours-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-62" data-indeterminate="false" aria-labelledby="cds-react-aria-62-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-63" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-62-label-text"><span>Less Than 2 Hours<span class="css-ebbjlp">(837)</span></span></span></div></label></div><div class="css-1bmgd8" data-testid="1-4 Weeks-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-64" data-indeterminate="false" aria-labelledby="cds-react-aria-64-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-65" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-64-label-text"><span>1-4 Weeks<span class="css-ebbjlp">(1,833)</span></span></span></div></label></div><div class="css-1bmgd8" data-testid="1-3 Months-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-66" data-indeterminate="false" aria-labelledby="cds-react-aria-66-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-67" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-66-label-text"><span>1-3 Months<span class="css-ebbjlp">(1,548)</span></span></span></div></label></div><div class="css-1bmgd8" data-testid="3-6 Months-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-68" data-indeterminate="false" aria-labelledby="cds-react-aria-68-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-69" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-68-label-text"><span>3-6 Months<span class="css-ebbjlp">(623)</span></span></span></div></label></div><div class="css-1bmgd8" data-testid="6-12 Months-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-70" data-indeterminate="false" aria-labelledby="cds-react-aria-70-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-71" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-70-label-text"><span>6-12 Months<span class="css-ebbjlp">(28)</span></span></span></div></label></div><div class="css-1bmgd8" data-testid="1-4 Years-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-72" data-indeterminate="false" aria-labelledby="cds-react-aria-72-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-73" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-72-label-text"><span>1-4 Years<span class="css-ebbjlp">(39)</span></span></span></div></label></div></div></div></div><div data-testid="search-filter-group-Skills" class="css-1rmmvio"><div class="cds-167 cds-formControl-root css-18y6usd" aria-labelledby="cds-react-aria-74-formLabel" role="group"><div class="cds-171 cds-formLabel-root cds-formLabel-onLight cds-formControl-formLabel css-s27fdh cds-177" for="cds-react-aria-75" id="cds-react-aria-74-formLabel">Skills<div data-testid="visually-hidden" class="css-1whdyhf">Required</div><span aria-hidden="true" class="cds-178 cds-formLabel-asterisk"> *</span></div><div class="cds-179 cds-formGroup-groupWrapper"><div class="css-1bmgd8" data-testid="Data Analysis-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-76" data-indeterminate="false" aria-labelledby="cds-react-aria-76-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-77" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-76-label-text"><span>Data Analysis<span class="css-ebbjlp">(1,197)</span></span></span></div></label></div><div class="css-1bmgd8" data-testid="Leadership and Management-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-78" data-indeterminate="false" aria-labelledby="cds-react-aria-78-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-79" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-78-label-text"><span>Leadership and Management<span class="css-ebbjlp">(666)</span></span></span></div></label></div><div class="css-1bmgd8" data-testid="Data Management-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-80" data-indeterminate="false" aria-labelledby="cds-react-aria-80-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-81" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-80-label-text"><span>Data Management<span class="css-ebbjlp">(563)</span></span></span></div></label></div><div class="css-1bmgd8" data-testid="Computer Programming-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-82" data-indeterminate="false" aria-labelledby="cds-react-aria-82-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-83" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-82-label-text"><span>Computer Programming<span class="css-ebbjlp">(534)</span></span></span></div></label></div></div></div><div class="css-bx8io7"><button data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="expand_filter_items_button_skills" class="cds-149 cds-button-disableElevation cds-button-ghost css-l0otf2" tabindex="0" role="button" data-test="expand-filter-items-button" aria-label="Show more Skills options" type="button"><span class="cds-button-label">Show more</span></button></div></div><div data-testid="search-filter-group-Subtitles" class="css-1rmmvio"><div class="cds-167 cds-formControl-root css-18y6usd" aria-labelledby="cds-react-aria-84-formLabel" role="group"><div class="cds-171 cds-formLabel-root cds-formLabel-onLight cds-formControl-formLabel css-s27fdh cds-177" for="cds-react-aria-85" id="cds-react-aria-84-formLabel">Subtitles<div data-testid="visually-hidden" class="css-1whdyhf">Required</div><span aria-hidden="true" class="cds-178 cds-formLabel-asterisk"> *</span></div><div class="cds-179 cds-formGroup-groupWrapper"><div class="css-1bmgd8" data-testid="English-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-86" data-indeterminate="false" aria-labelledby="cds-react-aria-86-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-87" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-86-label-text"><span>English<span class="css-ebbjlp">(4,437)</span></span></span></div></label></div><div class="css-1bmgd8" data-testid="Spanish-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-88" data-indeterminate="false" aria-labelledby="cds-react-aria-88-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-89" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-88-label-text"><span>Spanish<span class="css-ebbjlp">(2,338)</span></span></span></div></label></div><div class="css-1bmgd8" data-testid="French-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-90" data-indeterminate="false" aria-labelledby="cds-react-aria-90-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-91" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-90-label-text"><span>French<span class="css-ebbjlp">(2,205)</span></span></span></div></label></div><div class="css-1bmgd8" data-testid="Arabic-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-92" data-indeterminate="false" aria-labelledby="cds-react-aria-92-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-93" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-92-label-text"><span>Arabic<span class="css-ebbjlp">(2,120)</span></span></span></div></label></div></div></div><div class="css-bx8io7"><button data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="expand_filter_items_button_subtitleLanguage" class="cds-149 cds-button-disableElevation cds-button-ghost css-l0otf2" tabindex="0" role="button" data-test="expand-filter-items-button" aria-label="Show more Subtitles options" type="button"><span class="cds-button-label">Show more</span></button></div></div><div data-testid="search-filter-group-Educator" class="css-1rmmvio"><div class="cds-167 cds-formControl-root css-18y6usd" aria-labelledby="cds-react-aria-94-formLabel" role="group"><div class="cds-171 cds-formLabel-root cds-formLabel-onLight cds-formControl-formLabel css-s27fdh cds-177" for="cds-react-aria-95" id="cds-react-aria-94-formLabel">Educator<div data-testid="visually-hidden" class="css-1whdyhf">Required</div><span aria-hidden="true" class="cds-178 cds-formLabel-asterisk"> *</span></div><div class="cds-179 cds-formGroup-groupWrapper"><div class="css-1bmgd8" data-testid="Coursera Project Network-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-96" data-indeterminate="false" aria-labelledby="cds-react-aria-96-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-97" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-96-label-text"><span>Coursera Project Network<span class="css-ebbjlp">(569)</span></span></span></div></label></div><div class="css-1bmgd8" data-testid="Google Cloud-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-98" data-indeterminate="false" aria-labelledby="cds-react-aria-98-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-99" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-98-label-text"><span>Google Cloud<span class="css-ebbjlp">(515)</span></span></span></div></label></div><div class="css-1bmgd8" data-testid="Packt-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-100" data-indeterminate="false" aria-labelledby="cds-react-aria-100-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-101" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-100-label-text"><span>Packt<span class="css-ebbjlp">(196)</span></span></span></div></label></div><div class="css-1bmgd8" data-testid="IBM-false"><label class="cds-checkboxAndRadio-label"><span class="cds-149 cds-191 cds-187 cds-181 cds-186 cds-checkboxAndRadio-input css-1lc66l1 cds-196"><span class="cds-199"><input type="checkbox" class="cds-190" id="cds-react-aria-102" data-indeterminate="false" aria-labelledby="cds-react-aria-102-label-text"/><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-103" class="css-0"><rect fill="inherit" height="23" rx="1.5" stroke="currentColor" stroke-linejoin="round" width="23" x="0.5" y="0.5"></rect></svg></span></span><div class="cds-checkboxAndRadio-labelText"><span class="cds-checkboxAndRadio-labelContent css-tvqrra" id="cds-react-aria-102-label-text"><span>IBM<span class="css-ebbjlp">(182)</span></span></span></div></label></div></div></div><div class="css-bx8io7"><button data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="expand_filter_items_button_partners" class="cds-149 cds-button-disableElevation cds-button-ghost css-l0otf2" tabindex="0" role="button" data-test="expand-filter-items-button" aria-label="Show more Educator options" type="button"><span class="cds-button-label">Show more</span></button></div></div></div></div></div></div><div class="cds-45 css-1xdhyk6 cds-47 cds-grid-item cds-92 cds-117"><div class="cds-45 css-1ix3oq0 cds-46 cds-65"><div class="cds-45 css-1q3mc6j cds-47 cds-grid-item" id="search-results-header-wrapper"><div aria-live="polite" aria-atomic="true"><div class="rc-SearchResultsHeader"><h2 class="css-14fx0ln" role="heading"><div data-e2e="NumberOfResultsSection"><span>Explore the Data Cleaning Course Catalog</span></div></h2></div></div></div><div class="cds-45 css-1cm2tw6 cds-47 cds-grid-item"></div></div><div class="cds-157"><div data-testid="visually-hidden" class="css-1whdyhf"><div aria-live="polite"></div></div></div><ul class="cds-45 css-reop8o cds-46"><li class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-100 cds-112 cds-126"><div class="css-16m4c33"><div data-testid="product-card-cds" class="css-22za10"><div class="cds-ProductCard-base cds-ProductCard-grid css-pidhmc"><div class="cds-CommonCard-clickArea"><div class="cds-ProductCard-gridCard"><div class="cds-ProductCard-gridPreviewContainer"><div class="cds-CommonCard-previewImage"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://s3.amazonaws.com/coursera-course-photos/33/241536097a4d84af9893478371eaa0/Process-Data-from-Dirty-to-Clean.png?auto=format%2Ccompress%2C%20enhance&dpr=1&w=320&h=180&fit=crop&q=50&crop=faces" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://s3.amazonaws.com/coursera-course-photos/33/241536097a4d84af9893478371eaa0/Process-Data-from-Dirty-to-Clean.png?auto=format%2Ccompress%2C%20enhance&dpr=2&w=320&h=180&fit=crop&q=50&crop=faces 2x, https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://s3.amazonaws.com/coursera-course-photos/33/241536097a4d84af9893478371eaa0/Process-Data-from-Dirty-to-Clean.png?auto=format%2Ccompress%2C%20enhance&dpr=3&w=320&h=180&fit=crop&q=50&crop=faces 3x" style="max-width:none;max-height:none;min-width:100%;min-height:100%" alt="" fetchpriority="high"/></div></div><div class="cds-ProductCard-content"><div class="cds-ProductCard-header"><div class="cds-ProductCard-partnerInfo" id="cds-react-aria-104-product-card-partner-info"><div class="cds-CommonCard-interactiveArea"><div class="css-18juqt8 cds-ProductCard-partners" title="Google"><div class="cds-ProductCard-partnerLogos"><div class="cds-Avatar-base cds-Avatar-organization cds-Avatar-showBorder css-de92ti"><div aria-hidden="true" class="cds-Avatar-initial"><span class="cds-Avatar-initialText">G</span></div></div></div><p class="cds-ProductCard-partnerNames css-vac8rf">Google</p></div></div></div><div><a data-click-key="seo_entity_page.search.click.search_card" data-click-value="{"filtersApplied":{},"hitPosition":0,"href":"/learn/process-data","indexName":"consumer_products_cohere_embed_english_v3_alias:rt-search-heavy-ranker-cohere-english-prod","indexPosition":1,"listIndex":1,"namespace":{"action":"click","app":"seo_entity_page","component":"search_card","page":"search"},"noResults":false,"objectID":"course~c9dt2Qp9Eeuf7w5EwYPThw","query":"data cleaning","queryID":"data cleaning","schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="search_card" data-track-href="/learn/process-data" href="/learn/process-data" to="/learn/process-data" class="cds-7 cds-1 cds-3 cds-CommonCard-titleLink css-si869u cds-30" id="cds-react-aria-104-product-card-title" aria-label="Process Data from Dirty to Clean Course by Google, 4.8 stars, by 17K reviews, provide skills Data Analysis, SQL, General Statistics etc... Beginner level 1 - 3 Months" target="_blank" rel="noopener noreferrer"><h3 class="cds-CommonCard-title css-6ecy9b">Process Data from Dirty to Clean</h3></a></div></div><div class="cds-ProductCard-body"><div class="cds-CommonCard-bodyContent"><p class=" css-vac8rf"><b class="css-l47nsn">Skills you'll gain: </b>Data Analysis, SQL, General Statistics, Spreadsheet Software, Databases, Extract, Transform, Load, Microsoft Excel</p></div></div><div class="cds-ProductCard-footer"><div class="cds-CommonCard-category"></div><div class="cds-CommonCard-ratings"><div class="cds-RatingStat-sizeLabel css-1i7bybc" id="cds-react-aria-105"><div aria-label="Rating" aria-valuemax="5" aria-valuemin="0" aria-valuenow="4.8" aria-valuetext="4.8 out of 5 stars" class="cds-RatingStat-meter" id="cds-react-aria-105-meter" role="meter"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="cds-RatingStat-icon css-0" id="cds-react-aria-106"><path d="M17.51 7.77h-5.32l-1.78-5.46a.45.45 0 00-.85 0l-1.8 5.46H2.45A.45.45 0 002 8.2a.43.43 0 00.16.35L6.66 12l-1.72 5.43a.45.45 0 00.3.56.43.43 0 00.39-.08L10 14.53l4.38 3.38a.44.44 0 00.69-.48L13.33 12l4.49-3.44a.43.43 0 00-.03-.73.501.501 0 00-.28-.06z" fill="#F2D049"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M9.7 1.547a.947.947 0 011.199.62l1.666 5.111 4.967-.003a.923.923 0 01.794.388.922.922 0 01-.216 1.294l-4.19 3.212 1.621 5.083a.931.931 0 01-1.475 1.03l-4.05-3.132-4.053 3.163a.934.934 0 01-.838.158.94.94 0 01-.643-1.177l.002-.006 1.618-5.094-4.207-3.213a.94.94 0 01.612-1.702h4.91L9.111 2.13a.94.94 0 01.58-.58l.009-.003zm7.656 6.728l-5.517.004L10 2.632 8.14 8.28H2.623l4.645 3.547-1.773 5.584 4.518-3.526 4.519 3.494-1.78-5.575 4.604-3.528z" fill="#7C6919"></path></svg><span class=" css-6ecy9b">4.8</span><div data-testid="visually-hidden" id="cds-react-aria-105-aria-describedby-label" class="css-1whdyhf">Rating, 4.8 out of 5 stars</div></div><span class=" css-vac8rf" aria-hidden="true">·</span><div class=" css-vac8rf">17K reviews</div></div></div><div class="cds-CommonCard-metadata"><p class=" css-vac8rf">Beginner · Course · 1 - 3 Months</p></div></div></div></div></div></div></div></div></li><li class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-100 cds-112 cds-126"><div class="css-16m4c33"><div data-testid="product-card-cds" class="css-22za10"><div class="cds-ProductCard-base cds-ProductCard-grid css-pidhmc"><div class="cds-CommonCard-clickArea"><div class="cds-ProductCard-gridCard"><div class="cds-ProductCard-gridPreviewContainer"><div class="cds-CommonCard-previewImage"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://s3.amazonaws.com/coursera-course-photos/6d/aac7c069b611e39de639278c4f9dba/ObtainingData.jpg?auto=format%2Ccompress%2C%20enhance&dpr=1&w=265&h=216&fit=crop&q=50" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://s3.amazonaws.com/coursera-course-photos/6d/aac7c069b611e39de639278c4f9dba/ObtainingData.jpg?auto=format%2Ccompress%2C%20enhance&dpr=2&w=265&h=216&fit=crop&q=50 2x, https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://s3.amazonaws.com/coursera-course-photos/6d/aac7c069b611e39de639278c4f9dba/ObtainingData.jpg?auto=format%2Ccompress%2C%20enhance&dpr=3&w=265&h=216&fit=crop&q=50 3x" style="max-width:none;max-height:none;min-width:100%;min-height:100%" alt="" fetchpriority="high"/></div></div><div class="cds-ProductCard-content"><div class="cds-ProductCard-header"><div class="cds-ProductCard-partnerInfo" id="cds-react-aria-107-product-card-partner-info"><div class="cds-CommonCard-interactiveArea"><div class="css-18juqt8 cds-ProductCard-partners" title="Johns Hopkins University"><div class="cds-ProductCard-partnerLogos"><div class="cds-Avatar-base cds-Avatar-organization cds-Avatar-showBorder css-de92ti"><div aria-hidden="true" class="cds-Avatar-initial"><span class="cds-Avatar-initialText">J</span></div></div></div><p class="cds-ProductCard-partnerNames css-vac8rf">Johns Hopkins University</p></div></div></div><div><a data-click-key="seo_entity_page.search.click.search_card" data-click-value="{"filtersApplied":{},"hitPosition":1,"href":"/learn/data-cleaning","indexName":"consumer_products_cohere_embed_english_v3_alias:rt-search-heavy-ranker-cohere-english-prod","indexPosition":1,"listIndex":1,"namespace":{"action":"click","app":"seo_entity_page","component":"search_card","page":"search"},"noResults":false,"objectID":"course~HkJsxW0yEeWEewoyD2Bc5Q","query":"data cleaning","queryID":"data cleaning","schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="search_card" data-track-href="/learn/data-cleaning" href="/learn/data-cleaning" to="/learn/data-cleaning" class="cds-7 cds-1 cds-3 cds-CommonCard-titleLink css-si869u cds-30" id="cds-react-aria-107-product-card-title" aria-label="Getting and Cleaning Data Course by Johns Hopkins University, 4.5 stars, by 8.1K reviews, provide skills Computer Programming, Data Analysis, Data Management etc... Mixed level 1 - 4 Weeks" target="_blank" rel="noopener noreferrer"><h3 class="cds-CommonCard-title css-6ecy9b">Getting and Cleaning Data</h3></a></div></div><div class="cds-ProductCard-body"><div class="cds-CommonCard-bodyContent"><p class=" css-vac8rf"><b class="css-l47nsn">Skills you'll gain: </b>Computer Programming, Data Analysis, Data Management, Databases, Exploratory Data Analysis, Extract, Transform, Load, R Programming, Statistical Programming, Computer Programming Tools, Data Mining</p></div></div><div class="cds-ProductCard-footer"><div class="cds-CommonCard-category"></div><div class="cds-CommonCard-ratings"><div class="cds-RatingStat-sizeLabel css-1i7bybc" id="cds-react-aria-108"><div aria-label="Rating" aria-valuemax="5" aria-valuemin="0" aria-valuenow="4.5" aria-valuetext="4.5 out of 5 stars" class="cds-RatingStat-meter" id="cds-react-aria-108-meter" role="meter"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="cds-RatingStat-icon css-0" id="cds-react-aria-109"><path d="M17.51 7.77h-5.32l-1.78-5.46a.45.45 0 00-.85 0l-1.8 5.46H2.45A.45.45 0 002 8.2a.43.43 0 00.16.35L6.66 12l-1.72 5.43a.45.45 0 00.3.56.43.43 0 00.39-.08L10 14.53l4.38 3.38a.44.44 0 00.69-.48L13.33 12l4.49-3.44a.43.43 0 00-.03-.73.501.501 0 00-.28-.06z" fill="#F2D049"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M9.7 1.547a.947.947 0 011.199.62l1.666 5.111 4.967-.003a.923.923 0 01.794.388.922.922 0 01-.216 1.294l-4.19 3.212 1.621 5.083a.931.931 0 01-1.475 1.03l-4.05-3.132-4.053 3.163a.934.934 0 01-.838.158.94.94 0 01-.643-1.177l.002-.006 1.618-5.094-4.207-3.213a.94.94 0 01.612-1.702h4.91L9.111 2.13a.94.94 0 01.58-.58l.009-.003zm7.656 6.728l-5.517.004L10 2.632 8.14 8.28H2.623l4.645 3.547-1.773 5.584 4.518-3.526 4.519 3.494-1.78-5.575 4.604-3.528z" fill="#7C6919"></path></svg><span class=" css-6ecy9b">4.5</span><div data-testid="visually-hidden" id="cds-react-aria-108-aria-describedby-label" class="css-1whdyhf">Rating, 4.5 out of 5 stars</div></div><span class=" css-vac8rf" aria-hidden="true">·</span><div class=" css-vac8rf">8.1K reviews</div></div></div><div class="cds-CommonCard-metadata"><p class=" css-vac8rf">Mixed · Course · 1 - 4 Weeks</p></div></div></div></div></div></div></div></div></li><li class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-100 cds-112 cds-126"><div class="css-16m4c33"><div data-testid="product-card-cds" class="css-22za10"><div class="cds-ProductCard-base cds-ProductCard-grid css-pidhmc"><div class="cds-CommonCard-clickArea"><div class="cds-ProductCard-gridCard"><div class="cds-ProductCard-gridPreviewContainer"><div class="cds-CommonCard-previewImage"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://s3.amazonaws.com/coursera-course-photos/d3/1b8035aa844596a652515a08db8a42/IBM-DA-Course-2_New-Option-3.jpg?auto=format%2Ccompress%2C%20enhance&dpr=1&w=265&h=216&fit=crop&q=50" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://s3.amazonaws.com/coursera-course-photos/d3/1b8035aa844596a652515a08db8a42/IBM-DA-Course-2_New-Option-3.jpg?auto=format%2Ccompress%2C%20enhance&dpr=2&w=265&h=216&fit=crop&q=50 2x, https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://s3.amazonaws.com/coursera-course-photos/d3/1b8035aa844596a652515a08db8a42/IBM-DA-Course-2_New-Option-3.jpg?auto=format%2Ccompress%2C%20enhance&dpr=3&w=265&h=216&fit=crop&q=50 3x" style="max-width:none;max-height:none;min-width:100%;min-height:100%" alt="" fetchpriority="high"/></div></div><div class="cds-ProductCard-content"><div class="cds-ProductCard-header"><div class="cds-ProductCard-partnerInfo" id="cds-react-aria-110-product-card-partner-info"><div class="cds-CommonCard-interactiveArea"><div class="css-18juqt8 cds-ProductCard-partners" title="IBM"><div class="cds-ProductCard-partnerLogos"><div class="cds-Avatar-base cds-Avatar-organization cds-Avatar-showBorder css-de92ti"><div aria-hidden="true" class="cds-Avatar-initial"><span class="cds-Avatar-initialText">I</span></div></div></div><p class="cds-ProductCard-partnerNames css-vac8rf">IBM</p></div></div></div><div><a data-click-key="seo_entity_page.search.click.search_card" data-click-value="{"filtersApplied":{},"hitPosition":2,"href":"/learn/excel-basics-data-analysis-ibm","indexName":"consumer_products_cohere_embed_english_v3_alias:rt-search-heavy-ranker-cohere-english-prod","indexPosition":1,"listIndex":1,"namespace":{"action":"click","app":"seo_entity_page","component":"search_card","page":"search"},"noResults":false,"objectID":"course~3bkTOtzVEequVRKuqBsDQw","query":"data cleaning","queryID":"data cleaning","schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="search_card" data-track-href="/learn/excel-basics-data-analysis-ibm" href="/learn/excel-basics-data-analysis-ibm" to="/learn/excel-basics-data-analysis-ibm" class="cds-7 cds-1 cds-3 cds-CommonCard-titleLink css-si869u cds-30" id="cds-react-aria-110-product-card-title" aria-label="Excel Basics for Data Analysis Course by IBM, 4.8 stars, by 8.6K reviews, provide skills Microsoft Excel, Spreadsheet Software, Data Analysis etc... Beginner level 1 - 3 Months" target="_blank" rel="noopener noreferrer"><h3 class="cds-CommonCard-title css-6ecy9b">Excel Basics for Data Analysis</h3></a></div></div><div class="cds-ProductCard-body"><div class="cds-CommonCard-bodyContent"><p class=" css-vac8rf"><b class="css-l47nsn">Skills you'll gain: </b>Microsoft Excel, Spreadsheet Software, Data Analysis, Data Science</p></div></div><div class="cds-ProductCard-footer"><div class="cds-CommonCard-category"></div><div class="cds-CommonCard-ratings"><div class="cds-RatingStat-sizeLabel css-1i7bybc" id="cds-react-aria-111"><div aria-label="Rating" aria-valuemax="5" aria-valuemin="0" aria-valuenow="4.8" aria-valuetext="4.8 out of 5 stars" class="cds-RatingStat-meter" id="cds-react-aria-111-meter" role="meter"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="cds-RatingStat-icon css-0" id="cds-react-aria-112"><path d="M17.51 7.77h-5.32l-1.78-5.46a.45.45 0 00-.85 0l-1.8 5.46H2.45A.45.45 0 002 8.2a.43.43 0 00.16.35L6.66 12l-1.72 5.43a.45.45 0 00.3.56.43.43 0 00.39-.08L10 14.53l4.38 3.38a.44.44 0 00.69-.48L13.33 12l4.49-3.44a.43.43 0 00-.03-.73.501.501 0 00-.28-.06z" fill="#F2D049"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M9.7 1.547a.947.947 0 011.199.62l1.666 5.111 4.967-.003a.923.923 0 01.794.388.922.922 0 01-.216 1.294l-4.19 3.212 1.621 5.083a.931.931 0 01-1.475 1.03l-4.05-3.132-4.053 3.163a.934.934 0 01-.838.158.94.94 0 01-.643-1.177l.002-.006 1.618-5.094-4.207-3.213a.94.94 0 01.612-1.702h4.91L9.111 2.13a.94.94 0 01.58-.58l.009-.003zm7.656 6.728l-5.517.004L10 2.632 8.14 8.28H2.623l4.645 3.547-1.773 5.584 4.518-3.526 4.519 3.494-1.78-5.575 4.604-3.528z" fill="#7C6919"></path></svg><span class=" css-6ecy9b">4.8</span><div data-testid="visually-hidden" id="cds-react-aria-111-aria-describedby-label" class="css-1whdyhf">Rating, 4.8 out of 5 stars</div></div><span class=" css-vac8rf" aria-hidden="true">·</span><div class=" css-vac8rf">8.6K reviews</div></div></div><div class="cds-CommonCard-metadata"><p class=" css-vac8rf">Beginner · Course · 1 - 3 Months</p></div></div></div></div></div></div></div></div></li><li class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-100 cds-112 cds-126"><div class="css-16m4c33"><div data-testid="product-card-cds" class="css-22za10"><div class="cds-ProductCard-base cds-ProductCard-grid css-pidhmc"><div class="cds-CommonCard-clickArea"><div class="cds-ProductCard-gridCard"><div class="cds-ProductCard-gridPreviewContainer"><div class="cds-CommonCard-previewImage"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://s3.amazonaws.com/coursera-course-photos/64/9e01feec14482bb4f4afa32420beb7/excel.png?auto=format%2Ccompress%2C%20enhance&dpr=1&w=265&h=216&fit=crop&q=50" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://s3.amazonaws.com/coursera-course-photos/64/9e01feec14482bb4f4afa32420beb7/excel.png?auto=format%2Ccompress%2C%20enhance&dpr=2&w=265&h=216&fit=crop&q=50 2x, https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://s3.amazonaws.com/coursera-course-photos/64/9e01feec14482bb4f4afa32420beb7/excel.png?auto=format%2Ccompress%2C%20enhance&dpr=3&w=265&h=216&fit=crop&q=50 3x" style="max-width:none;max-height:none;min-width:100%;min-height:100%" alt="" fetchpriority="high"/></div></div><div class="cds-ProductCard-content"><div class="cds-ProductCard-header"><div class="cds-ProductCard-partnerInfo" id="cds-react-aria-113-product-card-partner-info"><div class="cds-CommonCard-interactiveArea"><div class="css-18juqt8 cds-ProductCard-partners" title="Coursera Project Network"><div class="cds-ProductCard-partnerLogos"><div class="cds-Avatar-base cds-Avatar-organization cds-Avatar-showBorder css-de92ti"><div aria-hidden="true" class="cds-Avatar-initial"><span class="cds-Avatar-initialText">C</span></div></div></div><p class="cds-ProductCard-partnerNames css-vac8rf">Coursera Project Network</p></div></div></div><div><a data-click-key="seo_entity_page.search.click.search_card" data-click-value="{"filtersApplied":{},"hitPosition":3,"href":"/projects/data-cleaning-excel-techniques-to-clean-messy-data","indexName":"consumer_products_cohere_embed_english_v3_alias:rt-search-heavy-ranker-cohere-english-prod","indexPosition":1,"listIndex":1,"namespace":{"action":"click","app":"seo_entity_page","component":"search_card","page":"search"},"noResults":false,"objectID":"course~d3Qc1Vw6Ee2u3ApPlmMBXQ","query":"data cleaning","queryID":"data cleaning","schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="search_card" data-track-href="/projects/data-cleaning-excel-techniques-to-clean-messy-data" href="/projects/data-cleaning-excel-techniques-to-clean-messy-data" to="/projects/data-cleaning-excel-techniques-to-clean-messy-data" class="cds-7 cds-1 cds-3 cds-CommonCard-titleLink css-si869u cds-30" id="cds-react-aria-113-product-card-title" aria-label="Data Cleaning in Excel: Techniques to Clean Messy Data Guided Project by Coursera Project Network, 4.5 stars, by 32 reviews, provide skills Data Analysis, Microsoft Excel etc... Intermediate level Less Than 2 Hours" target="_blank" rel="noopener noreferrer"><h3 class="cds-CommonCard-title css-6ecy9b">Data Cleaning in Excel: Techniques to Clean Messy Data</h3></a></div></div><div class="cds-ProductCard-body"><div class="cds-CommonCard-bodyContent"><p class=" css-vac8rf"><b class="css-l47nsn">Skills you'll gain: </b>Data Analysis, Microsoft Excel</p></div></div><div class="cds-ProductCard-footer"><div class="cds-CommonCard-category"></div><div class="cds-CommonCard-ratings"><div class="cds-RatingStat-sizeLabel css-1i7bybc" id="cds-react-aria-114"><div aria-label="Rating" aria-valuemax="5" aria-valuemin="0" aria-valuenow="4.5" aria-valuetext="4.5 out of 5 stars" class="cds-RatingStat-meter" id="cds-react-aria-114-meter" role="meter"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="cds-RatingStat-icon css-0" id="cds-react-aria-115"><path d="M17.51 7.77h-5.32l-1.78-5.46a.45.45 0 00-.85 0l-1.8 5.46H2.45A.45.45 0 002 8.2a.43.43 0 00.16.35L6.66 12l-1.72 5.43a.45.45 0 00.3.56.43.43 0 00.39-.08L10 14.53l4.38 3.38a.44.44 0 00.69-.48L13.33 12l4.49-3.44a.43.43 0 00-.03-.73.501.501 0 00-.28-.06z" fill="#F2D049"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M9.7 1.547a.947.947 0 011.199.62l1.666 5.111 4.967-.003a.923.923 0 01.794.388.922.922 0 01-.216 1.294l-4.19 3.212 1.621 5.083a.931.931 0 01-1.475 1.03l-4.05-3.132-4.053 3.163a.934.934 0 01-.838.158.94.94 0 01-.643-1.177l.002-.006 1.618-5.094-4.207-3.213a.94.94 0 01.612-1.702h4.91L9.111 2.13a.94.94 0 01.58-.58l.009-.003zm7.656 6.728l-5.517.004L10 2.632 8.14 8.28H2.623l4.645 3.547-1.773 5.584 4.518-3.526 4.519 3.494-1.78-5.575 4.604-3.528z" fill="#7C6919"></path></svg><span class=" css-6ecy9b">4.5</span><div data-testid="visually-hidden" id="cds-react-aria-114-aria-describedby-label" class="css-1whdyhf">Rating, 4.5 out of 5 stars</div></div><span class=" css-vac8rf" aria-hidden="true">·</span><div class=" css-vac8rf">32 reviews</div></div></div><div class="cds-CommonCard-metadata"><p class=" css-vac8rf">Intermediate · Guided Project · Less Than 2 Hours</p></div></div></div></div></div></div></div></div></li><li class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-100 cds-112 cds-126"><div class="css-16m4c33"><div data-testid="product-card-cds" class="css-22za10"><div class="cds-ProductCard-base cds-ProductCard-grid css-pidhmc"><div class="cds-CommonCard-clickArea"><div class="cds-ProductCard-gridCard"><div class="cds-ProductCard-gridPreviewContainer"><div class="cds-CommonCard-previewImage"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://s3.amazonaws.com/coursera-course-photos/cd/739b3961cf4a23933480ccced43165/logo.png?auto=format%2Ccompress%2C%20enhance&dpr=1&w=265&h=216&fit=crop&q=50" 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Beginner level 1 - 4 Weeks" target="_blank" rel="noopener noreferrer"><h3 class="cds-CommonCard-title css-6ecy9b">Foundations: Data, Data, Everywhere</h3></a></div></div><div class="cds-ProductCard-body"><div class="cds-CommonCard-bodyContent"><p class=" css-vac8rf"><b class="css-l47nsn">Skills you'll gain: </b>Data Analysis, Data Visualization, SQL, Business Analysis, Spreadsheet Software, Data Science, Databases, Microsoft Excel</p></div></div><div class="cds-ProductCard-footer"><div class="cds-CommonCard-category"></div><div class="cds-CommonCard-ratings"><div class="cds-RatingStat-sizeLabel css-1i7bybc" id="cds-react-aria-120"><div aria-label="Rating" aria-valuemax="5" aria-valuemin="0" aria-valuenow="4.8" aria-valuetext="4.8 out of 5 stars" class="cds-RatingStat-meter" id="cds-react-aria-120-meter" role="meter"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="cds-RatingStat-icon css-0" id="cds-react-aria-121"><path d="M17.51 7.77h-5.32l-1.78-5.46a.45.45 0 00-.85 0l-1.8 5.46H2.45A.45.45 0 002 8.2a.43.43 0 00.16.35L6.66 12l-1.72 5.43a.45.45 0 00.3.56.43.43 0 00.39-.08L10 14.53l4.38 3.38a.44.44 0 00.69-.48L13.33 12l4.49-3.44a.43.43 0 00-.03-.73.501.501 0 00-.28-.06z" fill="#F2D049"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M9.7 1.547a.947.947 0 011.199.62l1.666 5.111 4.967-.003a.923.923 0 01.794.388.922.922 0 01-.216 1.294l-4.19 3.212 1.621 5.083a.931.931 0 01-1.475 1.03l-4.05-3.132-4.053 3.163a.934.934 0 01-.838.158.94.94 0 01-.643-1.177l.002-.006 1.618-5.094-4.207-3.213a.94.94 0 01.612-1.702h4.91L9.111 2.13a.94.94 0 01.58-.58l.009-.003zm7.656 6.728l-5.517.004L10 2.632 8.14 8.28H2.623l4.645 3.547-1.773 5.584 4.518-3.526 4.519 3.494-1.78-5.575 4.604-3.528z" fill="#7C6919"></path></svg><span class=" css-6ecy9b">4.8</span><div data-testid="visually-hidden" id="cds-react-aria-120-aria-describedby-label" class="css-1whdyhf">Rating, 4.8 out of 5 stars</div></div><span class=" css-vac8rf" aria-hidden="true">·</span><div class=" css-vac8rf">108K reviews</div></div></div><div class="cds-CommonCard-metadata"><p class=" css-vac8rf">Beginner · Course · 1 - 4 Weeks</p></div></div></div></div></div></div></div></div></li><li class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-100 cds-112 cds-126"><div class="css-16m4c33"><div data-testid="product-card-cds" class="css-22za10"><div class="cds-ProductCard-base cds-ProductCard-grid css-pidhmc"><div class="cds-CommonCard-clickArea"><div class="cds-ProductCard-gridCard"><div class="cds-ProductCard-gridPreviewContainer"><div class="cds-CommonCard-previewImage"><div class="css-cgrcns"><img alt="Placeholder" src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://s3.amazonaws.com/coursera-course-photos/1f/6dd7d5e5d145928f41845a783cf198/cloud-4828080_640.jpg?auto=format%2Ccompress&dpr=2&blur=200&px=8&max-w=265" class="css-3gbnhs"/><div class="lazyload-wrapper"><div class="lazyload-placeholder"></div></div></div></div></div><div class="cds-ProductCard-content"><div class="cds-ProductCard-header"><div class="cds-ProductCard-partnerInfo" id="cds-react-aria-122-product-card-partner-info"><div class="cds-CommonCard-interactiveArea"><div class="css-18juqt8 cds-ProductCard-partners" title="Coursera Project Network"><div class="cds-ProductCard-partnerLogos"><div class="cds-Avatar-base cds-Avatar-organization cds-Avatar-showBorder css-de92ti"><div aria-hidden="true" class="cds-Avatar-initial"><span class="cds-Avatar-initialText">C</span></div></div></div><p class="cds-ProductCard-partnerNames css-vac8rf">Coursera Project Network</p></div></div></div><div><a data-click-key="seo_entity_page.search.click.search_card" data-click-value="{"filtersApplied":{},"hitPosition":6,"href":"/projects/clean-data-sql-mysql-workbench","indexName":"consumer_products_cohere_embed_english_v3_alias:rt-search-heavy-ranker-cohere-english-prod","indexPosition":1,"listIndex":1,"namespace":{"action":"click","app":"seo_entity_page","component":"search_card","page":"search"},"noResults":false,"objectID":"course~FI7-ObNrEeuUgRLoWReItw","query":"data cleaning","queryID":"data cleaning","schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="search_card" data-track-href="/projects/clean-data-sql-mysql-workbench" href="/projects/clean-data-sql-mysql-workbench" to="/projects/clean-data-sql-mysql-workbench" class="cds-7 cds-1 cds-3 cds-CommonCard-titleLink css-si869u cds-30" id="cds-react-aria-122-product-card-title" aria-label="Clean Data in SQL using MySQL Workbench Guided Project by Coursera Project Network, 4.8 stars, by 28 reviews, provide skills SQL etc... 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Intermediate level Less Than 2 Hours" target="_blank" rel="noopener noreferrer"><h3 class="cds-CommonCard-title css-6ecy9b">Introduction to Data Analysis using Microsoft Excel</h3></a></div></div><div class="cds-ProductCard-body"><div class="cds-CommonCard-bodyContent"><p class=" css-vac8rf"><b class="css-l47nsn">Skills you'll gain: </b>Data Analysis, Data Mining, Microsoft Excel</p></div></div><div class="cds-ProductCard-footer"><div class="cds-CommonCard-category"></div><div class="cds-CommonCard-ratings"><div class="cds-RatingStat-sizeLabel css-1i7bybc" id="cds-react-aria-126"><div aria-label="Rating" aria-valuemax="5" aria-valuemin="0" aria-valuenow="4.7" aria-valuetext="4.7 out of 5 stars" class="cds-RatingStat-meter" id="cds-react-aria-126-meter" role="meter"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="cds-RatingStat-icon css-0" id="cds-react-aria-127"><path d="M17.51 7.77h-5.32l-1.78-5.46a.45.45 0 00-.85 0l-1.8 5.46H2.45A.45.45 0 002 8.2a.43.43 0 00.16.35L6.66 12l-1.72 5.43a.45.45 0 00.3.56.43.43 0 00.39-.08L10 14.53l4.38 3.38a.44.44 0 00.69-.48L13.33 12l4.49-3.44a.43.43 0 00-.03-.73.501.501 0 00-.28-.06z" fill="#F2D049"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M9.7 1.547a.947.947 0 011.199.62l1.666 5.111 4.967-.003a.923.923 0 01.794.388.922.922 0 01-.216 1.294l-4.19 3.212 1.621 5.083a.931.931 0 01-1.475 1.03l-4.05-3.132-4.053 3.163a.934.934 0 01-.838.158.94.94 0 01-.643-1.177l.002-.006 1.618-5.094-4.207-3.213a.94.94 0 01.612-1.702h4.91L9.111 2.13a.94.94 0 01.58-.58l.009-.003zm7.656 6.728l-5.517.004L10 2.632 8.14 8.28H2.623l4.645 3.547-1.773 5.584 4.518-3.526 4.519 3.494-1.78-5.575 4.604-3.528z" fill="#7C6919"></path></svg><span class=" css-6ecy9b">4.7</span><div data-testid="visually-hidden" id="cds-react-aria-126-aria-describedby-label" class="css-1whdyhf">Rating, 4.7 out of 5 stars</div></div><span class=" css-vac8rf" aria-hidden="true">·</span><div class=" css-vac8rf">3.5K reviews</div></div></div><div class="cds-CommonCard-metadata"><p class=" css-vac8rf">Intermediate · Guided Project · Less Than 2 Hours</p></div></div></div></div></div></div></div></div></li><li class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-100 cds-112 cds-126"><div class="css-16m4c33"><div data-testid="product-card-cds" class="css-22za10"><div class="cds-ProductCard-base cds-ProductCard-grid css-pidhmc"><div class="cds-CommonCard-clickArea"><div class="cds-ProductCard-gridCard"><div class="cds-ProductCard-gridPreviewContainer"><div class="cds-CommonCard-previewImage"><div class="css-5l8eg"><img alt="Placeholder" src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://s3.amazonaws.com/coursera-course-photos/0f/9fc1976f6a426dad16806dd5ce2c59/Prepare-Data-for-Exploration.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 class="cds-ProductCard-content"><div class="cds-ProductCard-header"><div class="cds-ProductCard-partnerInfo" id="cds-react-aria-128-product-card-partner-info"><div class="cds-CommonCard-interactiveArea"><div class="css-18juqt8 cds-ProductCard-partners" title="Google"><div class="cds-ProductCard-partnerLogos"><div class="cds-Avatar-base cds-Avatar-organization cds-Avatar-showBorder css-de92ti"><div aria-hidden="true" class="cds-Avatar-initial"><span class="cds-Avatar-initialText">G</span></div></div></div><p class="cds-ProductCard-partnerNames css-vac8rf">Google</p></div></div></div><div><a data-click-key="seo_entity_page.search.click.search_card" data-click-value="{"filtersApplied":{},"hitPosition":8,"href":"/learn/data-preparation","indexName":"consumer_products_cohere_embed_english_v3_alias:rt-search-heavy-ranker-cohere-english-prod","indexPosition":1,"listIndex":1,"namespace":{"action":"click","app":"seo_entity_page","component":"search_card","page":"search"},"noResults":false,"objectID":"course~bN9fcgp9Eeu0VAqNda9Xjw","query":"data cleaning","queryID":"data cleaning","schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="search_card" data-track-href="/learn/data-preparation" href="/learn/data-preparation" to="/learn/data-preparation" class="cds-7 cds-1 cds-3 cds-CommonCard-titleLink css-si869u cds-30" id="cds-react-aria-128-product-card-title" aria-label="Prepare Data for Exploration Course by Google, 4.8 stars, by 21K reviews, provide skills Data Management, Data Analysis, Databases etc... 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Beginner level Less Than 2 Hours" target="_blank" rel="noopener noreferrer"><h3 class="cds-CommonCard-title css-6ecy9b">Excel for Beginners: Sorting, Filtering, Data-Validation</h3></a></div></div><div class="cds-ProductCard-body"><div class="cds-CommonCard-bodyContent"><p class=" css-vac8rf"><b class="css-l47nsn">Skills you'll gain: </b>Microsoft Excel</p></div></div><div class="cds-ProductCard-footer"><div class="cds-CommonCard-category"></div><div class="cds-CommonCard-ratings"><div class="cds-RatingStat-sizeLabel css-1i7bybc" id="cds-react-aria-132"><div aria-label="Rating" aria-valuemax="5" aria-valuemin="0" aria-valuenow="4.3" aria-valuetext="4.3 out of 5 stars" class="cds-RatingStat-meter" id="cds-react-aria-132-meter" role="meter"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="cds-RatingStat-icon css-0" id="cds-react-aria-133"><path d="M17.51 7.77h-5.32l-1.78-5.46a.45.45 0 00-.85 0l-1.8 5.46H2.45A.45.45 0 002 8.2a.43.43 0 00.16.35L6.66 12l-1.72 5.43a.45.45 0 00.3.56.43.43 0 00.39-.08L10 14.53l4.38 3.38a.44.44 0 00.69-.48L13.33 12l4.49-3.44a.43.43 0 00-.03-.73.501.501 0 00-.28-.06z" fill="#F2D049"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M9.7 1.547a.947.947 0 011.199.62l1.666 5.111 4.967-.003a.923.923 0 01.794.388.922.922 0 01-.216 1.294l-4.19 3.212 1.621 5.083a.931.931 0 01-1.475 1.03l-4.05-3.132-4.053 3.163a.934.934 0 01-.838.158.94.94 0 01-.643-1.177l.002-.006 1.618-5.094-4.207-3.213a.94.94 0 01.612-1.702h4.91L9.111 2.13a.94.94 0 01.58-.58l.009-.003zm7.656 6.728l-5.517.004L10 2.632 8.14 8.28H2.623l4.645 3.547-1.773 5.584 4.518-3.526 4.519 3.494-1.78-5.575 4.604-3.528z" fill="#7C6919"></path></svg><span class=" css-6ecy9b">4.3</span><div data-testid="visually-hidden" id="cds-react-aria-132-aria-describedby-label" class="css-1whdyhf">Rating, 4.3 out of 5 stars</div></div><span class=" css-vac8rf" aria-hidden="true">·</span><div class=" css-vac8rf">18 reviews</div></div></div><div class="cds-CommonCard-metadata"><p class=" css-vac8rf">Beginner · Guided Project · Less Than 2 Hours</p></div></div></div></div></div></div></div></div></li><li class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-100 cds-112 cds-126"><div class="css-16m4c33"><div data-testid="product-card-cds" class="css-22za10"><div class="cds-ProductCard-base cds-ProductCard-grid css-pidhmc"><div class="cds-CommonCard-clickArea"><div class="cds-ProductCard-gridCard"><div class="cds-ProductCard-gridPreviewContainer"><div class="cds-CommonCard-previewImage"><div class="css-cgrcns"><img alt="Placeholder" src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://s3.amazonaws.com/coursera-course-photos/bd/90776371b546a6aa83a3b21a82b527/Union-Mark_navy-large.png?auto=format%2Ccompress&dpr=2&blur=200&px=8&max-w=265" class="css-3gbnhs"/><div class="lazyload-wrapper"><div class="lazyload-placeholder"></div></div></div></div></div><div class="cds-ProductCard-content"><div class="cds-ProductCard-header"><div class="cds-ProductCard-partnerInfo" id="cds-react-aria-134-product-card-partner-info"><div class="cds-CommonCard-interactiveArea"><div class="css-18juqt8 cds-ProductCard-partners" title="Corporate Finance Institute"><div class="cds-ProductCard-partnerLogos"><div class="cds-Avatar-base cds-Avatar-organization cds-Avatar-showBorder css-de92ti"><div aria-hidden="true" class="cds-Avatar-initial"><span class="cds-Avatar-initialText">C</span></div></div></div><p class="cds-ProductCard-partnerNames css-vac8rf">Corporate Finance Institute</p></div></div></div><div><a data-click-key="seo_entity_page.search.click.search_card" data-click-value="{"filtersApplied":{},"hitPosition":10,"href":"/learn/power-query-fundamentals","indexName":"consumer_products_cohere_embed_english_v3_alias:rt-search-heavy-ranker-cohere-english-prod","indexPosition":1,"listIndex":1,"namespace":{"action":"click","app":"seo_entity_page","component":"search_card","page":"search"},"noResults":false,"objectID":"course~xB_GVZZUEe6AFxJXMEb-hw","query":"data cleaning","queryID":"data cleaning","schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="search_card" data-track-href="/learn/power-query-fundamentals" href="/learn/power-query-fundamentals" to="/learn/power-query-fundamentals" class="cds-7 cds-1 cds-3 cds-CommonCard-titleLink css-si869u cds-30" id="cds-react-aria-134-product-card-title" aria-label="Power Query Fundamentals Course by Corporate Finance Institute, 4.6 stars, by 19 reviews, provide skills etc... Beginner level 1 - 3 Months" target="_blank" rel="noopener noreferrer"><h3 class="cds-CommonCard-title css-6ecy9b">Power Query Fundamentals</h3></a></div></div><div class="cds-ProductCard-footer"><div class="cds-CommonCard-category"></div><div class="cds-CommonCard-ratings"><div class="cds-RatingStat-sizeLabel css-1i7bybc" id="cds-react-aria-135"><div aria-label="Rating" aria-valuemax="5" aria-valuemin="0" aria-valuenow="4.6" aria-valuetext="4.6 out of 5 stars" class="cds-RatingStat-meter" id="cds-react-aria-135-meter" role="meter"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="cds-RatingStat-icon css-0" id="cds-react-aria-136"><path d="M17.51 7.77h-5.32l-1.78-5.46a.45.45 0 00-.85 0l-1.8 5.46H2.45A.45.45 0 002 8.2a.43.43 0 00.16.35L6.66 12l-1.72 5.43a.45.45 0 00.3.56.43.43 0 00.39-.08L10 14.53l4.38 3.38a.44.44 0 00.69-.48L13.33 12l4.49-3.44a.43.43 0 00-.03-.73.501.501 0 00-.28-.06z" fill="#F2D049"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M9.7 1.547a.947.947 0 011.199.62l1.666 5.111 4.967-.003a.923.923 0 01.794.388.922.922 0 01-.216 1.294l-4.19 3.212 1.621 5.083a.931.931 0 01-1.475 1.03l-4.05-3.132-4.053 3.163a.934.934 0 01-.838.158.94.94 0 01-.643-1.177l.002-.006 1.618-5.094-4.207-3.213a.94.94 0 01.612-1.702h4.91L9.111 2.13a.94.94 0 01.58-.58l.009-.003zm7.656 6.728l-5.517.004L10 2.632 8.14 8.28H2.623l4.645 3.547-1.773 5.584 4.518-3.526 4.519 3.494-1.78-5.575 4.604-3.528z" fill="#7C6919"></path></svg><span class=" css-6ecy9b">4.6</span><div data-testid="visually-hidden" id="cds-react-aria-135-aria-describedby-label" class="css-1whdyhf">Rating, 4.6 out of 5 stars</div></div><span class=" css-vac8rf" aria-hidden="true">·</span><div class=" css-vac8rf">19 reviews</div></div></div><div class="cds-CommonCard-metadata"><p class=" css-vac8rf">Beginner · Course · 1 - 3 Months</p></div></div></div></div></div></div></div></div></li><li class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-100 cds-112 cds-126"><div class="css-16m4c33"><div data-testid="product-card-cds" class="css-22za10"><div class="cds-ProductCard-base cds-ProductCard-grid css-pidhmc"><div class="cds-CommonCard-clickArea"><div class="cds-ProductCard-gridCard"><div class="cds-ProductCard-gridPreviewContainer"><div class="cds-CommonCard-previewImage"><div class="css-cgrcns"><img alt="Placeholder" src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://s3.amazonaws.com/coursera-course-photos/51/f6514ea43b4403a8a1be1d9bcd2cf8/BD-and-ML-Fundamentals-v3.jpg?auto=format%2Ccompress&dpr=2&blur=200&px=8&max-w=265" class="css-3gbnhs"/><div class="lazyload-wrapper"><div class="lazyload-placeholder"></div></div></div></div></div><div class="cds-ProductCard-content"><div class="cds-ProductCard-header"><div class="cds-ProductCard-partnerInfo" id="cds-react-aria-137-product-card-partner-info"><div class="cds-CommonCard-interactiveArea"><div class="css-18juqt8 cds-ProductCard-partners" title="Google Cloud"><div class="cds-ProductCard-partnerLogos"><div class="cds-Avatar-base cds-Avatar-organization cds-Avatar-showBorder css-de92ti"><div aria-hidden="true" class="cds-Avatar-initial"><span class="cds-Avatar-initialText">G</span></div></div></div><p class="cds-ProductCard-partnerNames css-vac8rf">Google Cloud</p></div></div></div><div><a data-click-key="seo_entity_page.search.click.search_card" data-click-value="{"filtersApplied":{},"hitPosition":11,"href":"/learn/batch-data-pipelines-gcp","indexName":"consumer_products_cohere_embed_english_v3_alias:rt-search-heavy-ranker-cohere-english-prod","indexPosition":1,"listIndex":1,"namespace":{"action":"click","app":"seo_entity_page","component":"search_card","page":"search"},"noResults":false,"objectID":"course~oxwGHxp1EeqQQxIxeQaLNQ","query":"data cleaning","queryID":"data cleaning","schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="search_card" data-track-href="/learn/batch-data-pipelines-gcp" href="/learn/batch-data-pipelines-gcp" to="/learn/batch-data-pipelines-gcp" class="cds-7 cds-1 cds-3 cds-CommonCard-titleLink css-si869u cds-30" id="cds-react-aria-137-product-card-title" aria-label="Building Batch Data Pipelines on Google Cloud Course by Google Cloud, 4.5 stars, by 1.7K reviews, provide skills Cloud Computing, Cloud Platforms, Google Cloud Platform etc... Intermediate level 1 - 3 Months" target="_blank" rel="noopener noreferrer"><h3 class="cds-CommonCard-title css-6ecy9b">Building Batch Data Pipelines on Google Cloud</h3></a></div></div><div class="cds-ProductCard-body"><div class="cds-CommonCard-bodyContent"><p class=" css-vac8rf"><b class="css-l47nsn">Skills you'll gain: </b>Cloud Computing, Cloud Platforms, Google Cloud Platform, Data Management, Apache, Big Data, Cloud Storage, SQL, Python Programming, Statistical Programming</p></div></div><div class="cds-ProductCard-footer"><div class="cds-CommonCard-category"></div><div class="cds-CommonCard-ratings"><div class="cds-RatingStat-sizeLabel css-1i7bybc" id="cds-react-aria-138"><div aria-label="Rating" aria-valuemax="5" aria-valuemin="0" aria-valuenow="4.5" aria-valuetext="4.5 out of 5 stars" class="cds-RatingStat-meter" id="cds-react-aria-138-meter" role="meter"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="cds-RatingStat-icon css-0" id="cds-react-aria-139"><path d="M17.51 7.77h-5.32l-1.78-5.46a.45.45 0 00-.85 0l-1.8 5.46H2.45A.45.45 0 002 8.2a.43.43 0 00.16.35L6.66 12l-1.72 5.43a.45.45 0 00.3.56.43.43 0 00.39-.08L10 14.53l4.38 3.38a.44.44 0 00.69-.48L13.33 12l4.49-3.44a.43.43 0 00-.03-.73.501.501 0 00-.28-.06z" fill="#F2D049"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M9.7 1.547a.947.947 0 011.199.62l1.666 5.111 4.967-.003a.923.923 0 01.794.388.922.922 0 01-.216 1.294l-4.19 3.212 1.621 5.083a.931.931 0 01-1.475 1.03l-4.05-3.132-4.053 3.163a.934.934 0 01-.838.158.94.94 0 01-.643-1.177l.002-.006 1.618-5.094-4.207-3.213a.94.94 0 01.612-1.702h4.91L9.111 2.13a.94.94 0 01.58-.58l.009-.003zm7.656 6.728l-5.517.004L10 2.632 8.14 8.28H2.623l4.645 3.547-1.773 5.584 4.518-3.526 4.519 3.494-1.78-5.575 4.604-3.528z" fill="#7C6919"></path></svg><span class=" css-6ecy9b">4.5</span><div data-testid="visually-hidden" id="cds-react-aria-138-aria-describedby-label" class="css-1whdyhf">Rating, 4.5 out of 5 stars</div></div><span class=" css-vac8rf" aria-hidden="true">·</span><div class=" css-vac8rf">1.7K reviews</div></div></div><div class="cds-CommonCard-metadata"><p class=" css-vac8rf">Intermediate · Course · 1 - 3 Months</p></div></div></div></div></div></div></div></div></li></ul><div><div><div data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="search_page_suggested_search_section" role="presentation"><div class="css-1d8irfl"><div class="cds-45 css-1u8qly9 cds-46" data-testid="suggested-searches"><div class="cds-45 css-0 cds-47 cds-grid-item cds-92"><h2 class="css-gdwbyx">Searches related to data cleaning</h2></div><div class="cds-45 css-1winmd cds-46 cds-47 cds-grid-item cds-92"><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-100"><a data-click-key="seo_entity_page.search.click.search_page_suggested_search" data-click-value="{"href":"/search?query=data cleaning in excel: techniques to clean messy data","indexName":"consumer_products_cohere_embed_english_v3_alias:rt-search-heavy-ranker-cohere-english-prod","indexPosition":1,"namespace":{"action":"click","app":"seo_entity_page","component":"search_page_suggested_search","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="search_page_suggested_search" data-track-href="/search?query=data cleaning in excel: techniques to clean messy data" href="/search?query=data cleaning in excel: techniques to clean messy data" to="/search?query=data cleaning in excel: techniques to clean messy data" class="cds-7 cds-1 cds-3 css-1ibxsrf cds-30" rel="nofollow"><em class="css-8p0fb3">data</em><span> </span><em class="css-8p0fb3">cleaning</em><span> </span><span>in</span><span> </span><span>excel</span><span>: </span><span>techniques</span><span> </span><span>to</span><span> </span><span>clean</span><span> </span><span>messy</span><span> </span><span>data</span></a></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-100"><a data-click-key="seo_entity_page.search.click.search_page_suggested_search" data-click-value="{"href":"/search?query=data cleaning & processing with copilot in excel ","indexName":"consumer_products_cohere_embed_english_v3_alias:rt-search-heavy-ranker-cohere-english-prod","indexPosition":1,"namespace":{"action":"click","app":"seo_entity_page","component":"search_page_suggested_search","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="search_page_suggested_search" data-track-href="/search?query=data cleaning & processing with copilot in excel " href="/search?query=data cleaning & processing with copilot in excel " to="/search?query=data cleaning & processing with copilot in excel " class="cds-7 cds-1 cds-3 css-1ibxsrf cds-30" rel="nofollow"><em class="css-8p0fb3">data</em><span> </span><em class="css-8p0fb3">cleaning</em><span> & </span><span>processing</span><span> </span><span>with</span><span> </span><span>copilot</span><span> </span><span>in</span><span> </span><span>excel</span><span> </span></a></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-100"><a data-click-key="seo_entity_page.search.click.search_page_suggested_search" data-click-value="{"href":"/search?query=data cleaning in snowflake: techniques to clean messy data","indexName":"consumer_products_cohere_embed_english_v3_alias:rt-search-heavy-ranker-cohere-english-prod","indexPosition":1,"namespace":{"action":"click","app":"seo_entity_page","component":"search_page_suggested_search","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="search_page_suggested_search" data-track-href="/search?query=data cleaning in snowflake: techniques to clean messy data" href="/search?query=data cleaning in snowflake: techniques to clean messy data" to="/search?query=data cleaning in snowflake: techniques to clean messy data" class="cds-7 cds-1 cds-3 css-1ibxsrf cds-30" rel="nofollow"><em class="css-8p0fb3">data</em><span> </span><em class="css-8p0fb3">cleaning</em><span> </span><span>in</span><span> </span><span>snowflake</span><span>: </span><span>techniques</span><span> </span><span>to</span><span> </span><span>clean</span><span> </span><span>messy</span><span> </span><span>data</span></a></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-100"><a data-click-key="seo_entity_page.search.click.search_page_suggested_search" data-click-value="{"href":"/search?query=getting and cleaning data","indexName":"consumer_products_cohere_embed_english_v3_alias:rt-search-heavy-ranker-cohere-english-prod","indexPosition":1,"namespace":{"action":"click","app":"seo_entity_page","component":"search_page_suggested_search","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="search_page_suggested_search" data-track-href="/search?query=getting and cleaning data" href="/search?query=getting and cleaning data" to="/search?query=getting and cleaning data" class="cds-7 cds-1 cds-3 css-1ibxsrf cds-30" rel="nofollow"><span>getting</span><span> </span><span>and</span><span> </span><span>cleaning</span><span> </span><span>data</span></a></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-100"><a data-click-key="seo_entity_page.search.click.search_page_suggested_search" data-click-value="{"href":"/search?query=creating a data warehouse through joins and unions","indexName":"consumer_products_cohere_embed_english_v3_alias:rt-search-heavy-ranker-cohere-english-prod","indexPosition":1,"namespace":{"action":"click","app":"seo_entity_page","component":"search_page_suggested_search","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="search_page_suggested_search" data-track-href="/search?query=creating a data warehouse through joins and unions" href="/search?query=creating a data warehouse through joins and unions" to="/search?query=creating a data warehouse through joins and unions" class="cds-7 cds-1 cds-3 css-1ibxsrf cds-30" rel="nofollow"><span>creating</span><span> </span><span>a</span><span> </span><span>data</span><span> </span><span>warehouse</span><span> </span><span>through</span><span> </span><span>joins</span><span> </span><span>and</span><span> </span><span>unions</span></a></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-100"><a data-click-key="seo_entity_page.search.click.search_page_suggested_search" data-click-value="{"href":"/search?query=creating a data transformation pipeline with cloud dataprep","indexName":"consumer_products_cohere_embed_english_v3_alias:rt-search-heavy-ranker-cohere-english-prod","indexPosition":1,"namespace":{"action":"click","app":"seo_entity_page","component":"search_page_suggested_search","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="search_page_suggested_search" data-track-href="/search?query=creating a data transformation pipeline with cloud dataprep" href="/search?query=creating a data transformation pipeline with cloud dataprep" to="/search?query=creating a data transformation pipeline with cloud dataprep" class="cds-7 cds-1 cds-3 css-1ibxsrf cds-30" rel="nofollow"><span>creating</span><span> </span><span>a</span><span> </span><span>data</span><span> </span><span>transformation</span><span> </span><span>pipeline</span><span> </span><span>with</span><span> </span><span>cloud</span><span> </span><span>dataprep</span></a></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-100"><a data-click-key="seo_entity_page.search.click.search_page_suggested_search" data-click-value="{"href":"/search?query=creating a streaming data pipeline with apache kafka","indexName":"consumer_products_cohere_embed_english_v3_alias:rt-search-heavy-ranker-cohere-english-prod","indexPosition":1,"namespace":{"action":"click","app":"seo_entity_page","component":"search_page_suggested_search","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="search_page_suggested_search" data-track-href="/search?query=creating a streaming data pipeline with apache kafka" href="/search?query=creating a streaming data pipeline with apache kafka" to="/search?query=creating a streaming data pipeline with apache kafka" class="cds-7 cds-1 cds-3 css-1ibxsrf cds-30" rel="nofollow"><span>creating</span><span> </span><span>a</span><span> </span><span>streaming</span><span> </span><span>data</span><span> </span><span>pipeline</span><span> </span><span>with</span><span> </span><span>apache</span><span> </span><span>kafka</span></a></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-100"><a data-click-key="seo_entity_page.search.click.search_page_suggested_search" data-click-value="{"href":"/search?query=creating business value with data and looker","indexName":"consumer_products_cohere_embed_english_v3_alias:rt-search-heavy-ranker-cohere-english-prod","indexPosition":1,"namespace":{"action":"click","app":"seo_entity_page","component":"search_page_suggested_search","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="search_page_suggested_search" data-track-href="/search?query=creating business value with data and looker" href="/search?query=creating business value with data and looker" to="/search?query=creating business value with data and looker" class="cds-7 cds-1 cds-3 css-1ibxsrf cds-30" rel="nofollow"><span>creating</span><span> </span><span>business</span><span> </span><span>value</span><span> </span><span>with</span><span> </span><span>data</span><span> </span><span>and</span><span> </span><span>looker</span></a></div></div></div></div></div></div></div><div data-e2e="pagination-controls" class="rc-PaginationControls horizontal-box align-items-right large-style cds css-1q435b2" style="display:flex;justify-content:center;margin-bottom:3rem;margin-top:3rem"><div role="navigation" class="pagination-controls-container" aria-label="Page Navigation"><button data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" 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css-1ehghwj cds-9" data-unit="featured-snippet-title">In summary, here are 10 of our most popular data cleaning courses</h2></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-92"><ul class="css-1qwjeco"><li data-unit="top-10-result" class="css-epm9dj"><a data-click-key="seo_entity_page.search.click.featured_snippet_link" data-click-value="{"href":"/learn/process-data","name":"Process Data from Dirty to Clean","namespace":{"action":"click","app":"seo_entity_page","component":"featured_snippet_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="featured_snippet_link" data-track-href="/learn/process-data" href="/learn/process-data" to="/learn/process-data" class="cds-7 cds-1 cds-3 featured-snippet-link css-1cnv6wh cds-30" data-e2e="featured-snippet-link">Process Data from Dirty to Clean</a>:<span class=" css-4s48ix"> Google</span></li><li data-unit="top-10-result" class="css-epm9dj"><a data-click-key="seo_entity_page.search.click.featured_snippet_link" data-click-value="{"href":"/learn/data-cleaning","name":"Getting and Cleaning Data","namespace":{"action":"click","app":"seo_entity_page","component":"featured_snippet_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="featured_snippet_link" data-track-href="/learn/data-cleaning" href="/learn/data-cleaning" to="/learn/data-cleaning" class="cds-7 cds-1 cds-3 featured-snippet-link css-1cnv6wh cds-30" data-e2e="featured-snippet-link">Getting and Cleaning Data</a>:<span class=" css-4s48ix"> Johns Hopkins University</span></li><li data-unit="top-10-result" class="css-epm9dj"><a data-click-key="seo_entity_page.search.click.featured_snippet_link" data-click-value="{"href":"/learn/excel-basics-data-analysis-ibm","name":"Excel Basics for Data Analysis","namespace":{"action":"click","app":"seo_entity_page","component":"featured_snippet_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="featured_snippet_link" data-track-href="/learn/excel-basics-data-analysis-ibm" href="/learn/excel-basics-data-analysis-ibm" to="/learn/excel-basics-data-analysis-ibm" class="cds-7 cds-1 cds-3 featured-snippet-link css-1cnv6wh cds-30" data-e2e="featured-snippet-link">Excel Basics for Data Analysis</a>:<span class=" css-4s48ix"> IBM</span></li><li data-unit="top-10-result" class="css-epm9dj"><a data-click-key="seo_entity_page.search.click.featured_snippet_link" data-click-value="{"href":"/projects/data-cleaning-excel-techniques-to-clean-messy-data","name":"Data Cleaning in Excel: Techniques to Clean Messy Data","namespace":{"action":"click","app":"seo_entity_page","component":"featured_snippet_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="featured_snippet_link" data-track-href="/projects/data-cleaning-excel-techniques-to-clean-messy-data" href="/projects/data-cleaning-excel-techniques-to-clean-messy-data" to="/projects/data-cleaning-excel-techniques-to-clean-messy-data" class="cds-7 cds-1 cds-3 featured-snippet-link css-1cnv6wh cds-30" data-e2e="featured-snippet-link">Data Cleaning in Excel: Techniques to Clean Messy Data</a>:<span class=" css-4s48ix"> Coursera Project Network</span></li><li data-unit="top-10-result" class="css-epm9dj"><a data-click-key="seo_entity_page.search.click.featured_snippet_link" data-click-value="{"href":"/projects/finding-sorting-filtering-data-microsoft-excel","name":"Finding, Sorting, & Filtering Data in Microsoft Excel","namespace":{"action":"click","app":"seo_entity_page","component":"featured_snippet_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="featured_snippet_link" data-track-href="/projects/finding-sorting-filtering-data-microsoft-excel" href="/projects/finding-sorting-filtering-data-microsoft-excel" to="/projects/finding-sorting-filtering-data-microsoft-excel" class="cds-7 cds-1 cds-3 featured-snippet-link css-1cnv6wh cds-30" data-e2e="featured-snippet-link">Finding, Sorting, & Filtering Data in Microsoft Excel</a>:<span class=" css-4s48ix"> Coursera Project Network</span></li><li data-unit="top-10-result" class="css-epm9dj"><a data-click-key="seo_entity_page.search.click.featured_snippet_link" data-click-value="{"href":"/learn/foundations-data","name":"Foundations: Data, Data, 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data-click-value="{"href":"/browse","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="seo_directory_link" data-track-href="/browse" href="/browse" to="/browse" class="rc-SubFooterSection__content-column-link-text">Catalog</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"/courseraplus","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="seo_directory_link" data-track-href="/courseraplus" href="/courseraplus" to="/courseraplus" class="rc-SubFooterSection__content-column-link-text">Coursera Plus</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"/professional-certificate","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="seo_directory_link" data-track-href="/professional-certificate" href="/professional-certificate" to="/professional-certificate" class="rc-SubFooterSection__content-column-link-text">Professional Certificates</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"/mastertrack","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="seo_directory_link" data-track-href="/mastertrack" href="/mastertrack" to="/mastertrack" class="rc-SubFooterSection__content-column-link-text">MasterTrack® Certificates</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"/degrees","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="seo_directory_link" data-track-href="/degrees" href="/degrees" to="/degrees" class="rc-SubFooterSection__content-column-link-text">Degrees</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"/business?utm_campaign=website&utm_content=corp-to-home-footer-for-enterprise&utm_medium=coursera&utm_source=enterprise","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="seo_directory_link" data-track-href="/business?utm_campaign=website&utm_content=corp-to-home-footer-for-enterprise&utm_medium=coursera&utm_source=enterprise" href="/business?utm_campaign=website&utm_content=corp-to-home-footer-for-enterprise&utm_medium=coursera&utm_source=enterprise" to="/business?utm_campaign=website&utm_content=corp-to-home-footer-for-enterprise&utm_medium=coursera&utm_source=enterprise" class="rc-SubFooterSection__content-column-link-text">For Enterprise</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"/government?utm_campaign=website&utm_content=corp-to-home-footer-for-government&utm_medium=coursera&utm_source=enterprise","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="seo_directory_link" data-track-href="/government?utm_campaign=website&utm_content=corp-to-home-footer-for-government&utm_medium=coursera&utm_source=enterprise" href="/government?utm_campaign=website&utm_content=corp-to-home-footer-for-government&utm_medium=coursera&utm_source=enterprise" to="/government?utm_campaign=website&utm_content=corp-to-home-footer-for-government&utm_medium=coursera&utm_source=enterprise" class="rc-SubFooterSection__content-column-link-text">For Government</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"/campus?utm_campaign=website&utm_content=corp-to-home-footer-for-campus&utm_medium=coursera&utm_source=enterprise","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="seo_directory_link" data-track-href="/campus?utm_campaign=website&utm_content=corp-to-home-footer-for-campus&utm_medium=coursera&utm_source=enterprise" href="/campus?utm_campaign=website&utm_content=corp-to-home-footer-for-campus&utm_medium=coursera&utm_source=enterprise" to="/campus?utm_campaign=website&utm_content=corp-to-home-footer-for-campus&utm_medium=coursera&utm_source=enterprise" class="rc-SubFooterSection__content-column-link-text">For Campus</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"https://partnerships.coursera.org/?utm_medium=coursera&utm_source=partnerships&utm_campaign=website&utm_content=corp-to-home-footer-become-a-partner","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://partnerships.coursera.org/?utm_medium=coursera&utm_source=partnerships&utm_campaign=website&utm_content=corp-to-home-footer-become-a-partner" href="https://partnerships.coursera.org/?utm_medium=coursera&utm_source=partnerships&utm_campaign=website&utm_content=corp-to-home-footer-become-a-partner" to="https://partnerships.coursera.org/?utm_medium=coursera&utm_source=partnerships&utm_campaign=website&utm_content=corp-to-home-footer-become-a-partner" class="rc-SubFooterSection__content-column-link-text">Become a Partner</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"/social-impact","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="seo_directory_link" data-track-href="/social-impact" href="/social-impact" to="/social-impact" class="rc-SubFooterSection__content-column-link-text">Social Impact</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.org/courses?query=free","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://www.coursera.org/courses?query=free" href="https://www.coursera.org/courses?query=free" to="https://www.coursera.org/courses?query=free" class="rc-SubFooterSection__content-column-link-text" __typename="Seo_ComponentLink" id="ComponentLink~09f2f10c10976ef1bd695faec2a91a4c">Free Courses</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.org/explore/ects-credit-recommendation","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://www.coursera.org/explore/ects-credit-recommendation" href="https://www.coursera.org/explore/ects-credit-recommendation" to="https://www.coursera.org/explore/ects-credit-recommendation" class="rc-SubFooterSection__content-column-link-text" __typename="Seo_ComponentLink" id="ComponentLink~ec65139883d0e2169d45f6b64fb6c0dd">ECTS Credit Recommendations</a></li></ul></div><div class="cds-45 rc-SubFooterSection lohp-rebrand css-0 cds-47 cds-grid-item cds-97"><p class="rc-SubFooterSection__header lohp-rebrand css-6ecy9b">Community</p><ul class="rc-SubFooterSection__content-column-links" role="list"><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.community","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://www.coursera.community" href="https://www.coursera.community" to="https://www.coursera.community" class="rc-SubFooterSection__content-column-link-text">Learners</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.org/partners","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://www.coursera.org/partners" href="https://www.coursera.org/partners" to="https://www.coursera.org/partners" class="rc-SubFooterSection__content-column-link-text">Partners</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.support/s/article/360000152926-Become-a-Coursera-beta-tester","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://www.coursera.support/s/article/360000152926-Become-a-Coursera-beta-tester" href="https://www.coursera.support/s/article/360000152926-Become-a-Coursera-beta-tester" to="https://www.coursera.support/s/article/360000152926-Become-a-Coursera-beta-tester" class="rc-SubFooterSection__content-column-link-text">Beta Testers</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"https://blog.coursera.org","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://blog.coursera.org" href="https://blog.coursera.org" to="https://blog.coursera.org" class="rc-SubFooterSection__content-column-link-text" target="_blank" rel="noopener noreferrer">Blog</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"https://open.spotify.com/show/58M36bneU7REOofdPZxe6A","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://open.spotify.com/show/58M36bneU7REOofdPZxe6A" href="https://open.spotify.com/show/58M36bneU7REOofdPZxe6A" to="https://open.spotify.com/show/58M36bneU7REOofdPZxe6A" class="rc-SubFooterSection__content-column-link-text">The Coursera Podcast</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"https://medium.com/coursera-engineering","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://medium.com/coursera-engineering" href="https://medium.com/coursera-engineering" to="https://medium.com/coursera-engineering" class="rc-SubFooterSection__content-column-link-text" target="_blank" rel="noopener noreferrer">Tech Blog</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"/teaching-center","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="seo_directory_link" data-track-href="/teaching-center" href="/teaching-center" to="/teaching-center" class="rc-SubFooterSection__content-column-link-text" target="_blank" rel="noopener noreferrer">Teaching Center</a></li></ul></div><div class="cds-45 rc-SubFooterSection lohp-rebrand css-0 cds-47 cds-grid-item cds-97"><p class="rc-SubFooterSection__header lohp-rebrand css-6ecy9b">More</p><ul class="rc-SubFooterSection__content-column-links" role="list"><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"/about/press","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="seo_directory_link" data-track-href="/about/press" href="/about/press" to="/about/press" class="rc-SubFooterSection__content-column-link-text">Press</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"https://investor.coursera.com","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://investor.coursera.com" href="https://investor.coursera.com" to="https://investor.coursera.com" class="rc-SubFooterSection__content-column-link-text">Investors</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"/about/terms","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="seo_directory_link" data-track-href="/about/terms" href="/about/terms" to="/about/terms" class="rc-SubFooterSection__content-column-link-text">Terms</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"/about/privacy","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="seo_directory_link" data-track-href="/about/privacy" href="/about/privacy" to="/about/privacy" class="rc-SubFooterSection__content-column-link-text">Privacy</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"https://learner.coursera.help/hc","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://learner.coursera.help/hc" href="https://learner.coursera.help/hc" to="https://learner.coursera.help/hc" class="rc-SubFooterSection__content-column-link-text">Help</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"https://learner.coursera.help/hc/articles/360050668591-Accessibility-Statement","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://learner.coursera.help/hc/articles/360050668591-Accessibility-Statement" href="https://learner.coursera.help/hc/articles/360050668591-Accessibility-Statement" to="https://learner.coursera.help/hc/articles/360050668591-Accessibility-Statement" class="rc-SubFooterSection__content-column-link-text">Accessibility</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"/about/contact","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="seo_directory_link" data-track-href="/about/contact" href="/about/contact" to="/about/contact" class="rc-SubFooterSection__content-column-link-text">Contact</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.org/articles","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://www.coursera.org/articles" href="https://www.coursera.org/articles" to="https://www.coursera.org/articles" class="rc-SubFooterSection__content-column-link-text">Articles</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"/directory","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="seo_directory_link" data-track-href="/directory" href="/directory" to="/directory" class="rc-SubFooterSection__content-column-link-text">Directory</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="seo_entity_page.search.click.seo_directory_link" data-click-value="{"href":"https://about.coursera.org/affiliates","namespace":{"action":"click","app":"seo_entity_page","component":"seo_directory_link","page":"search"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="seo_entity_page" data-track-page="search" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://about.coursera.org/affiliates" 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if (injectedString.search('EPIC_SITE_HOME_PLACEHOLDER') >= 0) { return {}; } var epicResponse = injectedString && injectedString !== undefined ? JSON.parse(injectedString) : {}; return epicResponse.elements || {}; })(); /* globals coursera */ /* eslint-disable quotes */ coursera.user = (function() { var userJson = "{}"; try { return JSON.parse(userJson); } catch (e) { return {}; } })(); /* globals coursera*/ // Defines a named AMD module containing the course ID coursera.courseId = (function() { return '{{ ONDEMAND_COURSE_ID_PLACEHOLDER }}'; })(); </script></body></html>