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--cds-color-lighten-500: rgba(255, 255, 255, 0.5); --cds-color-lighten-400: rgba(255, 255, 255, 0.4); --cds-color-lighten-300: rgba(255, 255, 255, 0.3); --cds-color-lighten-200: rgba(255, 255, 255, 0.2); --cds-color-lighten-100: rgba(255, 255, 255, 0.1); --cds-color-lighten-50: rgba(255, 255, 255, 0.05); --cds-color-lighten-25: rgba(255, 255, 255, 0.03); --cds-color-lighten-0: rgba(255, 255, 255, 0); --cds-color-pink-975: #1e051a; --cds-color-pink-950: #45093a; --cds-color-pink-900: #661057; --cds-color-pink-800: #7d166a; --cds-color-pink-700: #9c1a84; --cds-color-pink-600: #c429a8; --cds-color-pink-500: #e339c4; --cds-color-pink-400: #f05bd5; --cds-color-pink-300: #ff82e7; --cds-color-pink-200: #ffa6ee; --cds-color-pink-100: #ffccf5; --cds-color-pink-50: #ffe0f9; --cds-color-pink-25: #fff2fd; --cds-color-red-975: #2e0007; --cds-color-red-950: #66000f; --cds-color-red-900: #9e0018; --cds-color-red-800: #c4001d; --cds-color-red-700: #d30a28; --cds-color-red-600: #ed2644; --cds-color-red-500: #f0465f; --cds-color-red-400: #fc657d; --cds-color-red-300: #ff8f9f; --cds-color-red-200: #ffb0bc; --cds-color-red-100: #fad2d8; --cds-color-red-50: #fce5e8; --cds-color-red-25: #fdf5f5; --cds-color-green-975: #02150f; --cds-color-green-950: #062e21; --cds-color-green-900: #074735; --cds-color-green-800: #095941; --cds-color-green-700: #087051; --cds-color-green-600: #118f69; --cds-color-green-500: #22a880; --cds-color-green-400: #3bc29a; --cds-color-green-300: #66dab7; --cds-color-green-200: #94e5cd; --cds-color-green-100: #b8f2e1; --cds-color-green-50: #cffaed; --cds-color-green-25: #ebfdf8; --cds-color-yellow-975: #200900; --cds-color-yellow-950: #471400; --cds-color-yellow-900: #6b1e00; --cds-color-yellow-800: #852600; --cds-color-yellow-700: #a32e00; --cds-color-yellow-600: #c74504; --cds-color-yellow-500: #de6000; --cds-color-yellow-400: #f28100; --cds-color-yellow-300: #faaf00; --cds-color-yellow-200: #ffc936; --cds-color-yellow-100: #ffdc96; --cds-color-yellow-50: #ffeac9; --cds-color-yellow-25: #fff4e8; --cds-color-purple-975: #150333; --cds-color-purple-950: #340385; --cds-color-purple-900: #4a0fab; --cds-color-purple-800: #5b15cf; --cds-color-purple-700: #6923de; --cds-color-purple-600: #8040ed; --cds-color-purple-500: #9258f5; --cds-color-purple-400: #a678f5; --cds-color-purple-300: #c29ffc; --cds-color-purple-200: #d3bbfa; --cds-color-purple-100: #e7d9ff; --cds-color-purple-50: #f1e8ff; --cds-color-purple-25: #f9f5ff; --cds-color-blue-975: #00112a; --cds-color-blue-950: #002761; --cds-color-blue-900: #003b8f; --cds-color-blue-800: #0048b0; --cds-color-blue-700: #0056d2; --cds-color-blue-600: #1e72eb; --cds-color-blue-500: #3587fc; --cds-color-blue-400: #5b9dfc; --cds-color-blue-300: #87b8ff; --cds-color-blue-200: #adcfff; --cds-color-blue-100: #cfe2ff; --cds-color-blue-50: #e3eeff; --cds-color-blue-25: #f0f6ff; --cds-color-grey-975: #0f1114; --cds-color-grey-950: #1e2229; --cds-color-grey-900: #2d3440; --cds-color-grey-800: #363f52; --cds-color-grey-700: #404b61; --cds-color-grey-600: #5b6780; --cds-color-grey-500: #6d7c99; --cds-color-grey-400: #8495b0; --cds-color-grey-300: #a7b4c9; --cds-color-grey-200: #c1cad9; --cds-color-grey-100: #dae1ed; --cds-color-grey-50: #e8eef7; --cds-color-grey-25: #f2f5fa; --cds-color-white-0: #ffffff; --cds-text-decoration-link: underline; --cds-font-family-boutros-coursera: Boutros Coursera, Tahoma, sans-serif; --cds-font-family-source-sans-pro: Source Sans Pro, Arial, sans-serif; --cds-font-size-1100: 5.5rem; --cds-font-size-1050: 5.25rem; --cds-font-size-1000: 5rem; --cds-font-size-950: 4.75rem; --cds-font-size-900: 4.5rem; --cds-font-size-850: 4.25rem; --cds-font-size-800: 4rem; --cds-font-size-750: 3.75rem; --cds-font-size-700: 3.5rem; --cds-font-size-650: 3.25rem; --cds-font-size-600: 3rem; --cds-font-size-550: 2.75rem; --cds-font-size-500: 2.5rem; --cds-font-size-450: 2.25rem; --cds-font-size-400: 2rem; --cds-font-size-375: 1.875rem; --cds-font-size-350: 1.75rem; --cds-font-size-300: 1.5rem; --cds-font-size-250: 1.25rem; --cds-font-size-200: 1rem; --cds-font-size-175: 0.875rem; --cds-font-size-150: 0.75rem; --cds-font-size-125: 0.625rem; --cds-font-size-100: 0.5rem; --cds-letter-spacing-minus30: -0.003em; --cds-letter-spacing-minus50: -0.005em; --cds-letter-spacing-minus100: -0.01em; --cds-letter-spacing-100: 0.01em; --cds-letter-spacing-0: 0em; --cds-line-height-1200: 6rem; --cds-line-height-1150: 5.75rem; --cds-line-height-1100: 5.5rem; --cds-line-height-1050: 5.25rem; --cds-line-height-1000: 5rem; --cds-line-height-900: 4.5rem; --cds-line-height-850: 4.25rem; --cds-line-height-800: 4rem; --cds-line-height-700: 3.5rem; --cds-line-height-650: 3.25rem; --cds-line-height-600: 3rem; --cds-line-height-550: 2.75rem; --cds-line-height-525: 2.625rem; --cds-line-height-500: 2.5rem; --cds-line-height-450: 2.25rem; --cds-line-height-400: 2rem; --cds-line-height-350: 1.75rem; --cds-line-height-300: 1.5rem; --cds-line-height-250: 1.25rem; --cds-line-height-200: 1rem; --cds-line-height-175: 0.875rem; --cds-line-height-150: 0.75rem; --cds-base: 8; --cds-font-weight-700: 700; --cds-font-weight-600: 600; --cds-font-weight-400: 400; --cds-border-radius-max: 50px; --cds-border-radius-400: 32px; --cds-border-radius-200: 16px; --cds-border-radius-100: 8px; --cds-border-radius-50: 4px; --cds-border-radius-25: 2px; --cds-spacing-1400: 112px; --cds-spacing-1000: 80px; --cds-spacing-800: 64px; --cds-spacing-600: 48px; --cds-spacing-400: 32px; --cds-spacing-300: 24px; --cds-spacing-200: 16px; --cds-spacing-150: 12px; --cds-spacing-100: 8px; --cds-spacing-50: 4px; --cds-color-emphasis-quaternary-content-default: var(--cds-color-purple-950); --cds-color-emphasis-quaternary-stroke-default: var(--cds-color-purple-700); --cds-color-emphasis-quaternary-background-xweak: var(--cds-color-purple-25); --cds-color-emphasis-quaternary-background-weak: var(--cds-color-purple-50); --cds-color-emphasis-quaternary-background-default: var(--cds-color-purple-600); --cds-color-emphasis-quaternary-background-strong: var(--cds-color-purple-700); --cds-color-emphasis-quaternary-background-xstrong: var(--cds-color-purple-900); --cds-color-emphasis-tertiary-content-default: var(--cds-color-yellow-800); --cds-color-emphasis-tertiary-stroke-default: var(--cds-color-yellow-300); --cds-color-emphasis-tertiary-background-xweak: var(--cds-color-yellow-25); --cds-color-emphasis-tertiary-background-weak: var(--cds-color-yellow-50); --cds-color-emphasis-tertiary-background-default: var(--cds-color-yellow-300); --cds-color-emphasis-tertiary-background-strong: var(--cds-color-yellow-500); --cds-color-emphasis-tertiary-background-xstrong: var(--cds-color-yellow-600); --cds-color-emphasis-secondary-stroke-default: var(--cds-color-pink-500); --cds-color-emphasis-secondary-content-default: var(--cds-color-pink-800); --cds-color-emphasis-secondary-background-xweak: var(--cds-color-pink-25); --cds-color-emphasis-secondary-background-weak: var(--cds-color-pink-50); --cds-color-emphasis-secondary-background-xstrong: var(--cds-color-pink-700); --cds-color-emphasis-secondary-background-strong: var(--cds-color-pink-600); --cds-color-emphasis-secondary-background-default: var(--cds-color-pink-500); --cds-color-emphasis-neutral-stroke-default: var(--cds-color-grey-600); --cds-color-emphasis-neutral-content-default: var(--cds-color-grey-600); --cds-color-emphasis-neutral-background-xweak: var(--cds-color-grey-25); --cds-color-emphasis-neutral-background-weak: var(--cds-color-grey-50); --cds-color-emphasis-neutral-background-default: var(--cds-color-grey-500); --cds-color-emphasis-neutral-background-xstrong: var(--cds-color-grey-900); --cds-color-emphasis-neutral-background-xxstrong: var(--cds-color-grey-975); --cds-color-emphasis-primary-background-xweak: var(--cds-color-blue-25); --cds-color-emphasis-primary-background-strong: var(--cds-color-blue-700); --cds-color-emphasis-primary-background-default: var(--cds-color-blue-500); --cds-color-emphasis-primary-background-xstrong: var(--cds-color-blue-800); --cds-color-emphasis-primary-background-weak: var(--cds-color-blue-50); --cds-color-emphasis-primary-background-xxstrong: var(--cds-color-blue-950); --cds-color-emphasis-primary-stroke-default: var(--cds-color-blue-500); --cds-color-emphasis-primary-content-default: var(--cds-color-blue-800); --cds-typography-action-secondary: var(--cds-font-weight-600) var(--cds-font-size-175) / var(--cds-line-height-250) var(--cds-font-family-source-sans-pro); --cds-typography-action-primary: var(--cds-font-weight-600) var(--cds-font-size-200) / var(--cds-line-height-300) var(--cds-font-family-source-sans-pro); --cds-typography-body-secondary: var(--cds-font-weight-400) var(--cds-font-size-175) / var(--cds-line-height-250) var(--cds-font-family-source-sans-pro); --cds-typography-body-primary: var(--cds-font-weight-400) var(--cds-font-size-200) / var(--cds-line-height-300) var(--cds-font-family-source-sans-pro); --cds-typography-subtitle-medium: var(--cds-font-weight-600) var(--cds-font-size-200) / var(--cds-line-height-250) var(--cds-font-family-source-sans-pro); --cds-typography-subtitle-large: var(--cds-font-weight-600) var(--cds-font-size-250) / var(--cds-line-height-300) var(--cds-font-family-source-sans-pro); --cds-typography-title-small-sm: var(--cds-font-weight-600) var(--cds-font-size-300) / var(--cds-line-height-450) var(--cds-font-family-source-sans-pro); --cds-typography-title-small: var(--cds-font-weight-600) var(--cds-font-size-375) / var(--cds-line-height-450) var(--cds-font-family-source-sans-pro); --cds-typography-title-medium-sm: var(--cds-font-weight-600) var(--cds-font-size-350) / var(--cds-line-height-450) var(--cds-font-family-source-sans-pro); --cds-typography-title-medium: var(--cds-font-weight-600) var(--cds-font-size-450) / var(--cds-line-height-525) var(--cds-font-family-source-sans-pro); --cds-typography-title-large-sm: var(--cds-font-weight-600) var(--cds-font-size-400) / var(--cds-line-height-500) var(--cds-font-family-source-sans-pro); --cds-typography-title-large: var(--cds-font-weight-600) var(--cds-font-size-600) / var(--cds-line-height-700) var(--cds-font-family-source-sans-pro); --cds-typography-display-sm: var(--cds-font-weight-600) var(--cds-font-size-500) / var(--cds-line-height-550) var(--cds-font-family-source-sans-pro); --cds-typography-display: var(--cds-font-weight-600) var(--cds-font-size-800) / var(--cds-line-height-900) var(--cds-font-family-source-sans-pro); } @media (max-width: 1023.95px) { :root { --cds-typography-display: var(--cds-typography-display-sm); --cds-typography-title-large: var(--cds-typography-title-large-sm); --cds-typography-title-medium: var(--cds-typography-title-medium-sm); --cds-typography-title-small: var(--cds-typography-title-small-sm); } } :root[dir='rtl'] { --cds-text-decoration-link: underline; --cds-typography-action-secondary: var(--cds-font-weight-700) var(--cds-font-size-175) / var(--cds-line-height-250) var(--cds-font-family-boutros-coursera); --cds-typography-action-primary: var(--cds-font-weight-700) var(--cds-font-size-200) / var(--cds-line-height-300) var(--cds-font-family-boutros-coursera); --cds-typography-body-secondary: var(--cds-font-weight-400) var(--cds-font-size-175) / var(--cds-line-height-250) var(--cds-font-family-boutros-coursera); --cds-typography-body-primary: var(--cds-font-weight-400) var(--cds-font-size-200) / var(--cds-line-height-300) var(--cds-font-family-boutros-coursera); --cds-typography-subtitle-medium: var(--cds-font-weight-700) var(--cds-font-size-200) / var(--cds-line-height-250) var(--cds-font-family-boutros-coursera); --cds-typography-subtitle-large: var(--cds-font-weight-700) var(--cds-font-size-250) / var(--cds-line-height-300) var(--cds-font-family-boutros-coursera); --cds-typography-title-small-sm: var(--cds-font-weight-700) var(--cds-font-size-375) / var(--cds-line-height-450) var(--cds-font-family-boutros-coursera); --cds-typography-title-small: var(--cds-font-weight-700) var(--cds-font-size-375) / var(--cds-line-height-450) var(--cds-font-family-boutros-coursera); --cds-typography-title-medium-sm: var(--cds-font-weight-700) var(--cds-font-size-350) / var(--cds-line-height-450) var(--cds-font-family-boutros-coursera); --cds-typography-title-medium: var(--cds-font-weight-700) var(--cds-font-size-450) / var(--cds-line-height-525) var(--cds-font-family-boutros-coursera); --cds-typography-title-large-sm: var(--cds-font-weight-700) var(--cds-font-size-400) / var(--cds-line-height-500) var(--cds-font-family-boutros-coursera); --cds-typography-title-large: var(--cds-font-weight-700) var(--cds-font-size-600) / var(--cds-line-height-700) var(--cds-font-family-boutros-coursera); --cds-typography-display-sm: var(--cds-font-weight-700) var(--cds-font-size-500) / var(--cds-line-height-550) var(--cds-font-family-boutros-coursera); --cds-typography-display: var(--cds-font-weight-700) var(--cds-font-size-800) / var(--cds-line-height-900) var(--cds-font-family-boutros-coursera); } @media (max-width: 1023.95px) { :root[dir='rtl'] { --cds-typography-display: var(--cds-typography-display-sm); --cds-typography-title-large: var(--cds-typography-title-large-sm); --cds-typography-title-medium: var(--cds-typography-title-medium-sm); --cds-typography-title-small: var(--cds-typography-title-small-sm); --cds-typography-display: var(--cds-typography-display-sm); --cds-typography-title-large: var(--cds-typography-title-large-sm); --cds-typography-title-medium: var(--cds-typography-title-medium-sm); --cds-typography-title-small: var(--cds-typography-title-small-sm); } } :root { --cds-font-size-body2: 0.875rem; --cds-font-size-title4: 0.875rem; --cds-letter-spacing-250: -0.2px; --cds-letter-spacing-125: -0.1px; --cds-font-family-body: var(--cds-font-family-source-sans-pro); --cds-font-family-title: var(--cds-font-family-source-sans-pro); --cds-font-family-display: var(--cds-font-family-source-sans-pro); --cds-font-size-body1: var(--cds-font-size-200); --cds-font-size-title3: var(--cds-font-size-200); --cds-font-size-title2: var(--cds-font-size-250); --cds-font-size-title1-xs: var(--cds-font-size-300); --cds-font-size-title1-lg: var(--cds-font-size-350); --cds-font-size-display2-xs: var(--cds-font-size-400); --cds-font-size-display2-sm: var(--cds-font-size-450); --cds-font-size-display2-lg: var(--cds-font-size-550); --cds-font-size-display1-xs: var(--cds-font-size-600); --cds-font-size-display1-sm: var(--cds-font-size-800); --cds-font-size-display1-lg: var(--cds-font-size-1050); --cds-letter-spacing-body2: var(--cds-letter-spacing-0); --cds-letter-spacing-body1: var(--cds-letter-spacing-0); --cds-letter-spacing-title4: var(--cds-letter-spacing-125); --cds-letter-spacing-title3: var(--cds-letter-spacing-125); --cds-letter-spacing-title2: var(--cds-letter-spacing-125); --cds-letter-spacing-title1: var(--cds-letter-spacing-125); --cds-letter-spacing-display2: var(--cds-letter-spacing-125); --cds-letter-spacing-display1: var(--cds-letter-spacing-250); --cds-line-height-body2: var(--cds-line-height-250); --cds-line-height-body1: var(--cds-line-height-300); --cds-line-height-title4: var(--cds-line-height-250); --cds-line-height-title3: var(--cds-line-height-300); --cds-line-height-title2: var(--cds-line-height-350); --cds-line-height-title1-xs: var(--cds-line-height-400); --cds-line-height-title1-lg: var(--cds-line-height-450); --cds-line-height-display2-xs: var(--cds-line-height-500); --cds-line-height-display2-sm: var(--cds-line-height-600); --cds-line-height-display2-lg: var(--cds-line-height-650); --cds-line-height-display1-xs: var(--cds-line-height-700); --cds-line-height-display1-sm: var(--cds-line-height-900); --cds-line-height-display1-lg: var(--cds-line-height-1150); --cds-typography-body2: var(--cds-font-weight-400) var(--cds-font-size-body2) / var(--cds-line-height-body2) var(--cds-font-family-body); --cds-typography-body1: var(--cds-font-weight-400) var(--cds-font-size-body1) / var(--cds-line-height-body1) var(--cds-font-family-body); --cds-typography-title4: var(--cds-font-weight-700) var(--cds-font-size-title4) / var(--cds-line-height-title4) var(--cds-font-family-title); --cds-typography-title3-strong: var(--cds-font-weight-700) var(--cds-font-size-title3) / var(--cds-line-height-title3) var(--cds-font-family-title); --cds-typography-title3: var(--cds-font-weight-600) var(--cds-font-size-title3) / var(--cds-line-height-title3) var(--cds-font-family-title); --cds-typography-title2-weak: var(--cds-font-weight-400) var(--cds-font-size-title2) / var(--cds-line-height-title2) var(--cds-font-family-title); --cds-typography-title2: var(--cds-font-weight-600) var(--cds-font-size-title2) / var(--cds-line-height-title2) var(--cds-font-family-title); --cds-typography-title1-xs-weak: var(--cds-font-weight-400) var(--cds-font-size-title1-xs) / var(--cds-line-height-title1-xs) var(--cds-font-family-title); --cds-typography-title1-xs: var(--cds-font-weight-600) var(--cds-font-size-title1-xs) / var(--cds-line-height-title1-xs) var(--cds-font-family-title); --cds-typography-title1-weak: var(--cds-font-weight-400) var(--cds-font-size-title1-lg) / var(--cds-line-height-title1-lg) var(--cds-font-family-title); --cds-typography-title1: var(--cds-font-weight-600) var(--cds-font-size-title1-lg) / var(--cds-line-height-title1-lg) var(--cds-font-family-title); --cds-typography-display2-xs-weak: var(--cds-font-weight-400) var(--cds-font-size-display2-xs) / var(--cds-line-height-display2-xs) var(--cds-font-family-display); --cds-typography-display2-xs: var(--cds-font-weight-600) var(--cds-font-size-display2-xs) / var(--cds-line-height-display2-xs) var(--cds-font-family-display); --cds-typography-display2-sm-weak: var(--cds-font-weight-400) var(--cds-font-size-display2-sm) / var(--cds-line-height-display2-sm) var(--cds-font-family-display); --cds-typography-display2-sm: var(--cds-font-weight-600) var(--cds-font-size-display2-sm) / var(--cds-line-height-display2-sm) var(--cds-font-family-display); --cds-typography-display2-weak: var(--cds-font-weight-400) var(--cds-font-size-display2-lg) / var(--cds-line-height-display2-lg) var(--cds-font-family-display); --cds-typography-display2: var(--cds-font-weight-600) var(--cds-font-size-display2-lg) / var(--cds-line-height-display2-lg) var(--cds-font-family-display); --cds-typography-display1-xs-weak: var(--cds-font-weight-400) var(--cds-font-size-display1-xs) / var(--cds-line-height-display1-xs) var(--cds-font-family-display); --cds-typography-display1-xs: var(--cds-font-weight-600) var(--cds-font-size-display1-xs) / var(--cds-line-height-display1-xs) var(--cds-font-family-display); --cds-typography-display1-sm-weak: var(--cds-font-weight-400) var(--cds-font-size-display1-sm) / var(--cds-line-height-display1-sm) var(--cds-font-family-display); --cds-typography-display1-sm: var(--cds-font-weight-600) var(--cds-font-size-display1-sm) / var(--cds-line-height-display1-sm) var(--cds-font-family-display); --cds-typography-display1-weak: var(--cds-font-weight-400) var(--cds-font-size-display1-lg) / var(--cds-line-height-display1-lg) var(--cds-font-family-display); --cds-typography-display1: var(--cds-font-weight-600) var(--cds-font-size-display1-lg) / var(--cds-line-height-display1-lg) var(--cds-font-family-display); } @media (max-width: 1023.95px) { :root { --cds-typography-display1: var(--cds-typography-display1-sm); --cds-typography-display1-weak: var(--cds-typography-display1-sm-weak); --cds-typography-display2: var(--cds-typography-display2-sm); --cds-typography-display2-weak: var(--cds-typography-display2-sm-weak); } } @media (max-width: 599.95px) { :root { --cds-typography-display1: var(--cds-typography-display1-xs); --cds-typography-display1-weak: var(--cds-typography-display1-xs-weak); --cds-typography-display2: var(--cds-typography-display2-xs); --cds-typography-display2-weak: var(--cds-typography-display2-xs-weak); --cds-typography-title1: var(--cds-typography-title1-xs); --cds-typography-title1-weak: var(--cds-typography-title1-xs-weak); } } :root[dir='rtl'] { --cds-font-family-body: var(--cds-font-family-boutros-coursera); --cds-font-family-title: var(--cds-font-family-boutros-coursera); --cds-font-family-display: var(--cds-font-family-boutros-coursera); --cds-letter-spacing-body2: var(--cds-letter-spacing-0); --cds-letter-spacing-body1: var(--cds-letter-spacing-0); --cds-letter-spacing-title4: var(--cds-letter-spacing-0); --cds-letter-spacing-title3: var(--cds-letter-spacing-0); --cds-letter-spacing-title2: var(--cds-letter-spacing-0); --cds-letter-spacing-title1: var(--cds-letter-spacing-0); --cds-letter-spacing-display2: var(--cds-letter-spacing-0); --cds-letter-spacing-display1: var(--cds-letter-spacing-0); } @media (max-width: 1023.95px) { :root[dir='rtl'] { --cds-typography-display1: var(--cds-typography-display1-sm); --cds-typography-display1-weak: var(--cds-typography-display1-sm-weak); --cds-typography-display2: var(--cds-typography-display2-sm); --cds-typography-display2-weak: var(--cds-typography-display2-sm-weak); } } @media (max-width: 599.95px) { :root[dir='rtl'] { --cds-typography-display1: var(--cds-typography-display1-xs); --cds-typography-display1-weak: var(--cds-typography-display1-xs-weak); --cds-typography-display2: var(--cds-typography-display2-xs); --cds-typography-display2-weak: var(--cds-typography-display2-xs-weak); --cds-typography-title1: var(--cds-typography-title1-xs); --cds-typography-title1-weak: var(--cds-typography-title1-xs-weak); } } :root { /* Deprecated intent-based tokens 1.0 retained for backward compatibility, mapped to use 3.0 Global Colors */ --cds-color-utility-warning: var(--cds-color-yellow-200); --cds-color-callouts-background-primary-strong: var(--cds-color-blue-950); --cds-color-callouts-background-primary: var(--cds-color-blue-700); --cds-color-callouts-background-tertiary-weak: var(--cds-color-yellow-25); --cds-color-callouts-background-secondary-weak: var(--cds-color-purple-25); --cds-color-callouts-background-primary-weak: var(--cds-color-blue-50); --cds-color-callouts-tertiary-invert: #b0e5fb; --cds-color-callouts-secondary-invert: var(--cds-color-yellow-200); --cds-color-callouts-tertiary: var(--cds-color-blue-900); --cds-color-callouts-secondary: var(--cds-color-purple-950); --cds-color-feedback-background-warning-weak: var(--cds-color-yellow-25); --cds-color-feedback-background-informative-weak: var(--cds-color-blue-25); --cds-color-feedback-background-success-weak: var(--cds-color-green-25); --cds-color-feedback-background-error-weak: var(--cds-color-red-25); --cds-color-feedback-warning: var(--cds-color-yellow-700); --cds-color-feedback-informative: var(--cds-color-blue-700); --cds-color-feedback-success-invert-weak: var(--cds-color-green-50); --cds-color-feedback-success-hover: var(--cds-color-green-800); --cds-color-feedback-success: var(--cds-color-green-700); --cds-color-feedback-error-invert-weak: var(--cds-color-red-50); --cds-color-feedback-error-hover: var(--cds-color-red-900); --cds-color-feedback-error: var(--cds-color-red-700); --cds-color-neutral-background-primary: var(--cds-color-white-0); --cds-color-neutral-background-primary-weak: var(--cds-color-grey-25); --cds-color-neutral-stroke-primary-invert: var(--cds-color-white-0); --cds-color-neutral-stroke-primary-weak: var(--cds-color-grey-50); --cds-color-neutral-stroke-primary: var(--cds-color-grey-300); --cds-color-neutral-disabled-weak: var(--cds-color-grey-25); --cds-color-neutral-disabled-strong: var(--cds-color-grey-200); --cds-color-neutral-disabled: var(--cds-color-grey-50); --cds-color-neutral-primary-invert: var(--cds-color-white-0); --cds-color-neutral-primary-weak: var(--cds-color-grey-600); --cds-color-neutral-primary: var(--cds-color-grey-975); --cds-color-interactive-background-primary-selected-weak: var(--cds-color-purple-25); --cds-color-interactive-background-primary-pressed-weak: var(--cds-color-purple-25); --cds-color-interactive-background-primary-hover-weak: var(--cds-color-blue-25); --cds-color-interactive-stroke-primary-focus-invert: var(--cds-color-blue-25); --cds-color-interactive-stroke-primary-focus: var(--cds-color-purple-700); --cds-color-interactive-primary-selected: var(--cds-color-purple-950); --cds-color-interactive-primary-pressed: var(--cds-color-purple-950); --cds-color-interactive-primary-hover: var(--cds-color-blue-800); --cds-color-interactive-primary: var(--cds-color-blue-700); } </style><style>.rc-GlobalFooter_copyright-row{display:-webkit-box;display:-moz-box;display:-webkit-flex;display:-ms-flexbox;display:box;display:flex;-webkit-box-align:center;-moz-box-align:center;-o-box-align:center;-ms-flex-align:center;-webkit-align-items:center;align-items:center;width:50%}@media (max-width:767px){.rc-GlobalFooter_copyright-row{-webkit-box-orient:vertical;-moz-box-orient:vertical;-o-box-orient:vertical;-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column;width:auto}}.rc-GlobalFooter_copyright-row.lohp-rebrand{line-height:1.25rem;font-family:Source Sans Pro,Arial,sans-serif}.rc-GlobalFooter_copyright-row--margin-bottom{margin-bottom:20px}.rc-GlobalFooter_copyright-row--margin-top{margin-top:30px}.rc-GlobalFooter_copyright-row--no-list .rc-GlobalFooter_copyright_col{width:auto}.rc-GlobalFooter_copyright-row_text{color:inherit;font-size:.875rem}@media (max-width:767px){.rc-GlobalFooter_copyright-row_text{font-size:.75rem}}.rc-GlobalFooter_copyright_col{width:50%}@media (max-width:767px){.rc-GlobalFooter_copyright_col{width:auto}}.rc-GlobalFooter_copyright_list{margin:0;padding:0;list-style:none;display:-webkit-box;display:-moz-box;display:-webkit-flex;display:-ms-flexbox;display:box;display:flex;-webkit-box-align:center;-moz-box-align:center;-o-box-align:center;-ms-flex-align:center;-webkit-align-items:center;align-items:center}@media (max-width:767px){.rc-GlobalFooter_copyright_list{margin-top:4px}}.rc-GlobalFooter_copyright_list_item{margin:0 10px}.rc-GlobalFooter_copyright_list_item:first-of-type{margin:0 10px 0 5px}@media (max-width:767px){.rc-GlobalFooter_copyright_list_item:first-of-type{margin:0 10px}}.rc-GlobalFooter_copyright_list_item_link:hover{color:inherit}.rc-GlobalFooter_column_header{font-family:OpenSans,Arial,sans-serif;font-size:1.5rem;font-weight:700;margin-bottom:20px}@media (max-width:767px){.rc-GlobalFooter_column_header{font-size:1rem;margin-bottom:15px}.rc-GlobalFooter_column_header .rc-GlobalFooter_column_header{margin-bottom:0}.rc-GlobalFooter_column_header--badges,.rc-GlobalFooter_column_header--social-media{margin-bottom:25px}}.rc-GlobalFooter_column_header.lohp-rebrand{font-family:Source Sans Pro,Arial,sans-serif;font-weight:600;font-size:1.25rem;line-height:1.75rem;letter-spacing:-.1px}.rc-GlobalFooter_column_list{margin:0;padding:0;list-style:none;content-visibility:auto;contain-intrinsic-size:1px 406px}.rc-GlobalFooter_column_list--bold{margin-top:20px}.rc-GlobalFooter_column_list--bold .rc-GlobalFooter_column_list_item{font-weight:700}.rc-GlobalFooter_column_list_item{font-size:1rem;line-height:1.75rem}@media (max-width:767px){.rc-GlobalFooter_column_list_item{font-size:.875rem;line-height:1.5rem}}.rc-GlobalFooter_column_list_item.lohp-rebrand{font-family:Source Sans Pro,Arial,sans-serif;font-size:.875rem;line-height:1.25rem}.rc-GlobalFooter_column_list_item_link,.rc-GlobalFooter_column_list_item_link:hover{color:inherit}.rc-GlobalFooter_coursera-logo{display:block;margin-bottom:20px}@media (max-width:767px){.rc-GlobalFooter_coursera-logo{margin-bottom:10px}}.rc-GlobalFooter_description{margin:0;line-height:1.5rem}.rc-GlobalFooter .rc-GlobalFooter_column .mobile-app-badges{margin-top:40px}@media (max-width:767px){.rc-GlobalFooter .rc-GlobalFooter_column .mobile-app-badges{margin-top:20px}}.rc-GlobalFooter .rc-GlobalFooter_column--no-description .mobile-app-badges{margin-top:25px}.rc-GlobalFooter .rc-GlobalFooter_column--no-description .mobile-app-badges--experiment-badges{margin-top:0}.rc-GlobalFooter .rc-GlobalFooter_column--no-description .mobile-app-badges--experiment-badges .mobile-badge:first-of-type{margin-bottom:1rem;display:inline-block}@media (max-width:767px){.rc-GlobalFooter .rc-GlobalFooter_column--no-description .mobile-app-badges{margin-top:20px}.rc-GlobalFooter_social-media.lohp-rebrand{display:-webkit-box;display:-moz-box;display:-webkit-flex;display:-ms-flexbox;display:box;display:flex;-webkit-box-orient:vertical;-moz-box-orient:vertical;-o-box-orient:vertical;-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column;-webkit-box-align:center;-moz-box-align:center;-o-box-align:center;-ms-flex-align:center;-webkit-align-items:center;align-items:center}.rc-GlobalFooter_social-media.lohp-rebrand .rc-GlobalFooter_social-media_link{margin-left:10px;margin-right:10px}}.rc-GlobalFooter_social-media--centered .rc-GlobalFooter_social-media_link{margin:0 10px}.rc-GlobalFooter_social-media--left-aligned .rc-GlobalFooter_social-media_link{margin-right:20px;margin-left:0}.rc-GlobalFooter_social-media_list{display:-webkit-box;display:-moz-box;display:-webkit-flex;display:-ms-flexbox;display:box;display:flex;-webkit-box-align:center;-moz-box-align:center;-o-box-align:center;-ms-flex-align:center;-webkit-align-items:center;align-items:center;padding:0;margin:0;list-style:none}.rc-GlobalFooter_social-media_link{display:inline-block;margin-left:20px}.rc-GlobalFooter{border-top:1px solid #e4e4e4;padding-top:2.75rem;overflow:hidden}@media (max-width:767px){.rc-GlobalFooter{padding-top:2.5rem}}@media (min-width:768px){.rc-GlobalFooter.lohp-rebrand .bt3-container{max-width:85%}}@media (max-width:767px){.rc-GlobalFooter.lohp-rebrand .bt3-container{max-width:90%;padding-left:0;padding-right:0}}.rc-GlobalFooter_column-container{display:-webkit-box;display:-moz-box;display:-webkit-flex;display:-ms-flexbox;display:box;display:flex;-webkit-box-align:start;-moz-box-align:start;-o-box-align:start;-ms-flex-align:start;-webkit-align-items:flex-start;align-items:flex-start;-webkit-box-pack:justify;-moz-box-pack:justify;-o-box-pack:justify;-ms-flex-pack:justify;-webkit-justify-content:space-between;justify-content:space-between;margin:0 -15px}@media (max-width:767px){.rc-GlobalFooter_column-container{margin:0}}.rc-GlobalFooter_column-container--sub-content-row{padding-top:15px;padding-bottom:50px;margin:0}.rc-GlobalFooter_column-container--border-top{border-top:1px solid #e4e4e4}.rc-GlobalFooter_column-container--align-items-center{-webkit-box-align:center;-moz-box-align:center;-o-box-align:center;-ms-flex-align:center;-webkit-align-items:center;align-items:center}.rc-GlobalFooter_column-container--column{-webkit-box-orient:vertical;-moz-box-orient:vertical;-o-box-orient:vertical;-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column}.rc-GlobalFooter_column{width:100%;padding-bottom:2.75rem;padding-left:15px;padding-right:15px}@media (max-width:767px){.rc-GlobalFooter_column{width:100%;padding-bottom:2rem;padding-left:0;padding-right:0}.rc-GlobalFooter_column--mobile-column{width:50%}.rc-GlobalFooter_column--logo-column .rc-GlobalFooter_column_container{max-width:320px}.rc-GlobalFooter_column--left-aligned .rc-GlobalFooter_column_container{margin:0}}.rc-GlobalFooter_column_container{max-width:170px}.rc-GlobalFooter_column_container--logo-column{max-width:210px}.rc-GlobalFooter .mobile-app-badges,.rc-GlobalFooter .mobile-app-badges .mobile-badge{margin:0}.rc-GlobalFooter .mobile-app-badges .mobile-badge:first-of-type{margin-bottom:15px;display:inline-block}@media (max-width:767px){.rc-GlobalFooter .mobile-app-badges .mobile-badge:first-of-type{margin:0}}.rc-PageFooter.hide-top-border{border-top:none}.rc-PageFooter.modified-background{background-color:#f8f8f8}@media (max-width:824px){.rc-PageFooter.sticky-bar{margin-bottom:73px}}@media (max-width:602px){.rc-PageFooter.sticky-bar{margin-bottom:129px}}@media (max-width:767px){.rc-PaidMediaFooter .rc-GlobalFooter_column_container{margin:0 auto}.rc-PaidMediaFooter .rc-GlobalFooter_column_header{text-align:center}.rc-PaidMediaFooter .mobile-app-badges .mobile-badge:last-child{margin-right:0}.rc-PaidMediaFooter .b-corp-logo{margin:25px auto}}.rc-PaidMediaFooter .rc-GlobalFooter_copyright-row{width:100%;-webkit-box-pack:center;-moz-box-pack:center;-o-box-pack:center;-ms-flex-pack:center;-webkit-justify-content:center;justify-content:center}@media (max-width:1023px){.rc-PaidMediaFooter.sticky-bar{margin-bottom:83px}}.rc-SubFooterSection{padding-left:20px;padding-right:20px}@media (max-width:608px){.rc-SubFooterSection{margin-bottom:1rem}}@media (min-width:768px){.rc-SubFooterSection.lohp-rebrand{margin-bottom:60px}}@media (max-width:767px){.rc-SubFooterSection.lohp-rebrand{margin-bottom:83px}}.rc-SubFooterSection__header-container{display:-webkit-box;display:-moz-box;display:-webkit-flex;display:-ms-flexbox;display:box;display:flex;-webkit-box-pack:justify;-moz-box-pack:justify;-o-box-pack:justify;-ms-flex-pack:justify;-webkit-justify-content:space-between;justify-content:space-between;-webkit-box-align:center;-moz-box-align:center;-o-box-align:center;-ms-flex-align:center;-webkit-align-items:center;align-items:center;margin-bottom:.75rem}.rc-SubFooterSection__header{line-height:1.5rem;font-weight:700;font-size:15px;margin-bottom:.75rem;color:#1f1f1f;font-family:OpenSans}.rc-SubFooterSection__header.lohp-rebrand{line-height:1.75rem;letter-spacing:-.1px;font-size:20px;font-family:Source Sans Pro,Arial,sans-serif;font-weight:600}.rc-SubFooterSection__header--in-new-experiment{margin-bottom:0}.rc-SubFooterSection__content-column-links{list-style-type:none;padding:0;margin-right:1.125rem;content-visibility:auto;contain-intrinsic-size:1px 670px}.rc-SubFooterSection__content-column-link-item{padding:0;margin-bottom:.625rem;line-height:1.125rem;font-size:.875rem;font-family:OpenSans}.rc-SubFooterSection__content-column-link-item.lohp-rebrand{line-height:1.25rem;font-family:Source Sans Pro,Arial,sans-serif}@media (max-width:608px){.rc-SubFooterSection__content-column-link-item{margin-bottom:.4375rem}}.rc-SubFooterSection__content-column-link-text{color:#1f1f1f}.rc-SubFooterSection__content-column-link-text:hover{color:inherit}.rc-SeoGlobalFooter{background-color:#f8f8f8}.rc-SeoGlobalFooter.lohp-rebrand{background-color:#f5f5f5}@media (max-width:768px){.rc-SeoGlobalFooter.lohp-rebrand.stickyBar{margin-bottom:90px}}.rc-SeoGlobalFooter__content{padding-top:3.0625rem;padding-bottom:8px}@media (max-width:1040px){.rc-SeoGlobalFooter__content{padding-top:2rem}}@media (max-width:608px){.rc-SeoGlobalFooter__content{padding-top:2rem}}.rc-SeoGlobalFooter__content.lohp-rebrand{padding-top:80px}.rc-SeoGlobalFooter__content-heading{font-family:OpenSans;font-weight:700;font-size:1rem;margin-bottom:2rem;letter-spacing:-.78px;line-height:1.6875rem;color:#1f1f1f}@media (max-width:608px){.rc-SeoGlobalFooter__content-heading{margin-bottom:2rem}}.rc-SeoGlobalFooter__global-footer-exp-section{-webkit-box-pack:justify;-moz-box-pack:justify;-o-box-pack:justify;-ms-flex-pack:justify;-webkit-justify-content:space-between;justify-content:space-between}@media (min-width:768px){.rc-SeoGlobalFooter__global-footer-exp-section{margin-top:2rem;margin-bottom:2rem}}@media (max-width:767px){.rc-SeoGlobalFooter__mobile-badges-column{display:-webkit-box;display:-moz-box;display:-webkit-flex;display:-ms-flexbox;display:box;display:flex;-webkit-box-pack:justify;-moz-box-pack:justify;-o-box-pack:justify;-ms-flex-pack:justify;-webkit-justify-content:space-between;justify-content:space-between;margin-bottom:1rem}}@media (max-width:991px){.rc-SeoGlobalFooter__mobile-badges-column.lohp-rebrand{margin-top:40px}}@media (max-width:767px){.rc-SeoGlobalFooter__mobile-badges-column.lohp-rebrand{margin-top:30px;-webkit-box-orient:vertical;-moz-box-orient:vertical;-o-box-orient:vertical;-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column}}.rc-SeoGlobalFooter__mobile-badges-column-text{display:none}@media (max-width:767px){.rc-SeoGlobalFooter__mobile-badges-column-text{display:block;line-height:1.75rem;font-family:Source Sans 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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-37 { width: 100%; display: block; box-sizing: border-box; margin-left: auto; margin-right: auto; } .cds-38 { padding-left: 0; padding-right: 0; } @media (min-width:600px) { .cds-39 { max-width: 600px; } } @media (min-width:1024px) { .cds-39 { max-width: 1024px; } } @media (min-width:1440px) { .cds-39 { max-width: 1440px; } } @media (min-width:1920px) { .cds-39 { max-width: 1920px; } } @media (min-width:0px) { .cds-40 { max-width: 444px; } } @media (min-width:600px) { .cds-41 { max-width: 600px; } } @media (min-width:1024px) { .cds-42 { max-width: 1024px; } } @media (min-width:1440px) { .cds-43 { max-width: 1440px; } } @media (min-width:1920px) { .cds-44 { max-width: 1920px; } } .cds-46 { width: 100%; display: flex; flex-wrap: wrap; box-sizing: border-box; } .cds-47 { margin: 0; box-sizing: border-box; } .cds-48 { min-width: 0; } .cds-49 { flex-direction: column; } .cds-50 { flex-direction: column-reverse; } .cds-51 { flex-direction: row-reverse; } .cds-52 { flex-wrap: nowrap; } .cds-53 { flex-wrap: wrap-reverse; } .cds-54 { align-items: center; } .cds-55 { align-items: flex-start; } .cds-56 { align-items: flex-end; } .cds-57 { align-items: baseline; } .cds-58 { align-content: center; } .cds-59 { align-content: flex-start; } .cds-60 { align-content: flex-end; } .cds-61 { align-content: space-between; } .cds-62 { align-content: space-around; } .cds-63 { justify-content: center; } .cds-64 { justify-content: flex-end; } .cds-65 { justify-content: space-between; } .cds-66 { justify-content: space-around; } .cds-67 { justify-content: space-evenly; } .cds-68 { width: calc(100% + 0px); margin: -0px; } .cds-68 > .cds-47 { padding: 0px; } .cds-69 { width: calc(100% + NaNundefined); margin: -NaNundefined; } .cds-69 > .cds-47 { padding: NaNundefined; } .cds-70 { width: calc(100% + NaNundefined); margin: -NaNundefined; } .cds-70 > .cds-47 { padding: NaNundefined; } .cds-71 { width: calc(100% + NaNundefined); margin: -NaNundefined; } .cds-71 > .cds-47 { padding: NaNundefined; } .cds-72 { width: calc(100% + NaNvar(--cds-spacing-50)); margin: -NaNvar(--cds-spacing-50); } .cds-72 > .cds-47 { padding: NaNvar(--cds-spacing-50); } .cds-73 { width: calc(100% + NaNundefined); margin: -NaNundefined; } .cds-73 > .cds-47 { padding: NaNundefined; } .cds-74 { width: calc(100% + NaNundefined); margin: -NaNundefined; } .cds-74 > .cds-47 { padding: NaNundefined; } .cds-75 { width: calc(100% + NaNundefined); margin: -NaNundefined; } .cds-75 > .cds-47 { padding: NaNundefined; } .cds-76 { width: calc(100% + NaNvar(--cds-spacing-100)); margin: -NaNvar(--cds-spacing-100); } .cds-76 > 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var(--cds-font-family-source-sans-pro);--cds-typography-title-small:var(--cds-font-weight-600) var(--cds-font-size-375)/var(--cds-line-height-450) var(--cds-font-family-source-sans-pro);--cds-typography-title-medium-sm:var(--cds-font-weight-600) var(--cds-font-size-350)/var(--cds-line-height-450) var(--cds-font-family-source-sans-pro);--cds-typography-title-medium:var(--cds-font-weight-600) var(--cds-font-size-450)/var(--cds-line-height-525) var(--cds-font-family-source-sans-pro);--cds-typography-title-large-sm:var(--cds-font-weight-600) var(--cds-font-size-400)/var(--cds-line-height-500) var(--cds-font-family-source-sans-pro);--cds-typography-title-large:var(--cds-font-weight-600) var(--cds-font-size-600)/var(--cds-line-height-700) var(--cds-font-family-source-sans-pro);--cds-typography-display-sm:var(--cds-font-weight-600) var(--cds-font-size-500)/var(--cds-line-height-550) var(--cds-font-family-source-sans-pro);--cds-typography-display:var(--cds-font-weight-600) 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var(--cds-font-size-body2)/var(--cds-line-height-body2) var(--cds-font-family-body);--cds-typography-body1:var(--cds-font-weight-400) var(--cds-font-size-body1)/var(--cds-line-height-body1) var(--cds-font-family-body);--cds-typography-title4:var(--cds-font-weight-700) var(--cds-font-size-title4)/var(--cds-line-height-title4) var(--cds-font-family-title);--cds-typography-title3-strong:var(--cds-font-weight-700) var(--cds-font-size-title3)/var(--cds-line-height-title3) var(--cds-font-family-title);--cds-typography-title3:var(--cds-font-weight-600) var(--cds-font-size-title3)/var(--cds-line-height-title3) var(--cds-font-family-title);--cds-typography-title2-weak:var(--cds-font-weight-400) var(--cds-font-size-title2)/var(--cds-line-height-title2) var(--cds-font-family-title);--cds-typography-title2:var(--cds-font-weight-600) var(--cds-font-size-title2)/var(--cds-line-height-title2) var(--cds-font-family-title);--cds-typography-title1-xs-weak:var(--cds-font-weight-400) 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class="css-1f9gt0j" style="max-height:45px" alt="IBM"/></div></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-115"><h1 class="cds-7 cds-Typography-base css-1xy8ceb cds-9" data-e2e="hero-title">Data Warehouse Fundamentals</h1><div class="css-12wvpfc"><p class=" css-4s48ix"><span>This course is part of multiple programs. <button class="cds-149 cds-button-disableElevation cds-button-ghost css-1oh0lag" tabindex="0" type="button" aria-label="Learn more about the programs"><span class="cds-button-label">Learn more</span></button></span></p><div role="presentation" dir="ltr" id="cds-react-aria-10" class="css-1gq8bzo" style="position:fixed;z-index:10000;right:0;bottom:0;top:0;left:0;visibility:hidden"><div class="cds-163 cds-Modal-backdrop" aria-hidden="true" style="opacity:0;visibility:hidden"></div><div tabindex="0" data-test="sentinelStart"></div><div class="cds-Modal-container" style="opacity:0;visibility:hidden"><div data-focus-lock-disabled="disabled"><div aria-modal="true" aria-describedby="dialog-content-4dbfea91-63a4-4521-b44e-53bf095fe02e" aria-labelledby="cds-react-aria-10-headingGroup" class="cds-Dialog-dialog" role="dialog"><div class="css-1lqbpgq"><button class="cds-149 cds-button-disableElevation cds-button-ghost css-1s96oj" tabindex="0" type="button"><span class="cds-button-label">Close<span class="cds-button-endIcon"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" id="cds-react-aria-11" class="css-0"><path fill-rule="evenodd" clip-rule="evenodd" d="M13.585 14.353l-11.94-12 .71-.706 11.94 12-.71.706z" fill="currentColor"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M14.344 2.353l-11.99 12-.708-.706 11.99-12 .708.706z" fill="currentColor"></path></svg></span></span></button></div><div data-testid="scroll-container" class="css-k0ld8m"><div id="cds-react-aria-10-headingGroup" class="css-1xq57z9"><h2 class=" css-tlf8h5">This course is part of multiple programs</h2></div><div id="dialog-content-4dbfea91-63a4-4521-b44e-53bf095fe02e" class="css-11krhap"><div class="css-1eewp5r"></div><div class="css-13xxrgi"><a data-click-key="unified_description_page.consumer_course_page.click.hero_program_modal_link" data-click-value="{"href":"/professional-certificates/bi-analyst","namespace":{"action":"click","app":"unified_description_page","component":"hero_program_modal_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="hero_program_modal_link" data-track-href="/professional-certificates/bi-analyst" href="/professional-certificates/bi-analyst" to="/professional-certificates/bi-analyst" class="cds-7 cds-1 cds-3 css-1yholzq cds-30" target="_blank"><span class="css-vjbpd2">IBM Business Intelligence (BI) Analyst Professional Certificate</span></a></div><div class="css-13xxrgi"><a data-click-key="unified_description_page.consumer_course_page.click.hero_program_modal_link" data-click-value="{"href":"/specializations/bi-foundations-sql-etl-data-warehouse","namespace":{"action":"click","app":"unified_description_page","component":"hero_program_modal_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="hero_program_modal_link" data-track-href="/specializations/bi-foundations-sql-etl-data-warehouse" href="/specializations/bi-foundations-sql-etl-data-warehouse" to="/specializations/bi-foundations-sql-etl-data-warehouse" class="cds-7 cds-1 cds-3 css-1yholzq cds-30" target="_blank"><span class="css-vjbpd2">BI Foundations with SQL, ETL and Data Warehousing Specialization</span></a></div><div class="css-13xxrgi"><a data-click-key="unified_description_page.consumer_course_page.click.hero_program_modal_link" data-click-value="{"href":"/professional-certificates/ibm-data-manager","namespace":{"action":"click","app":"unified_description_page","component":"hero_program_modal_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="hero_program_modal_link" data-track-href="/professional-certificates/ibm-data-manager" href="/professional-certificates/ibm-data-manager" to="/professional-certificates/ibm-data-manager" class="cds-7 cds-1 cds-3 css-1yholzq cds-30" target="_blank"><span class="css-vjbpd2">IBM Data Management Professional Certificate</span></a></div><div class="css-13xxrgi"><a data-click-key="unified_description_page.consumer_course_page.click.hero_program_modal_link" data-click-value="{"href":"/professional-certificates/ibm-data-engineer","namespace":{"action":"click","app":"unified_description_page","component":"hero_program_modal_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="hero_program_modal_link" data-track-href="/professional-certificates/ibm-data-engineer" href="/professional-certificates/ibm-data-engineer" to="/professional-certificates/ibm-data-engineer" class="cds-7 cds-1 cds-3 css-1yholzq cds-30" target="_blank"><span class="css-vjbpd2">IBM Data Engineering Professional Certificate</span></a></div><div class="css-13xxrgi"><a data-click-key="unified_description_page.consumer_course_page.click.hero_program_modal_link" data-click-value="{"href":"/professional-certificates/data-warehouse-engineering","namespace":{"action":"click","app":"unified_description_page","component":"hero_program_modal_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="hero_program_modal_link" data-track-href="/professional-certificates/data-warehouse-engineering" href="/professional-certificates/data-warehouse-engineering" to="/professional-certificates/data-warehouse-engineering" class="cds-7 cds-1 cds-3 css-1yholzq cds-30" target="_blank"><span class="css-vjbpd2">IBM Data Warehouse Engineer Professional Certificate</span></a></div></div><div class="css-1hllf5q"><button class="cds-149 cds-button-disableElevation cds-button-primary css-1aoqo4t" tabindex="0" type="button"><span class="cds-button-label">OK</span></button></div></div></div></div></div><div tabindex="0" data-test="sentinelEnd"></div></div></div><div class="css-12wvpfc"><div class="css-guxf6x"><div class="css-guxf6x"><div class="css-1tv877x"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera-instructor-photos.s3.amazonaws.com/49/4df941de044993a7530127686f06d1/Ramesh-Image.jpg?auto=format%2Ccompress&dpr=1&w=75&h=75&fit=crop" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera-instructor-photos.s3.amazonaws.com/49/4df941de044993a7530127686f06d1/Ramesh-Image.jpg?auto=format%2Ccompress&dpr=2&w=75&h=75&fit=crop 2x, https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera-instructor-photos.s3.amazonaws.com/49/4df941de044993a7530127686f06d1/Ramesh-Image.jpg?auto=format%2Ccompress&dpr=3&w=75&h=75&fit=crop 3x" class="css-1hhx4js" style="max-width:75px;max-height:75px" alt="Ramesh Sannareddy"/></div><div class="css-1tv877x"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera-instructor-photos.s3.amazonaws.com/d6/c2a550312d11e8a1a3b7898153781d/ravahuja.jpg?auto=format%2Ccompress&dpr=1&w=75&h=75&fit=crop" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera-instructor-photos.s3.amazonaws.com/d6/c2a550312d11e8a1a3b7898153781d/ravahuja.jpg?auto=format%2Ccompress&dpr=2&w=75&h=75&fit=crop 2x, https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera-instructor-photos.s3.amazonaws.com/d6/c2a550312d11e8a1a3b7898153781d/ravahuja.jpg?auto=format%2Ccompress&dpr=3&w=75&h=75&fit=crop 3x" class="css-1hhx4js" style="max-width:75px;max-height:75px" alt="Rav Ahuja"/></div></div><div class="css-wdxrh4"><div class="css-guxf6x"><p class=" css-4s48ix"><span>Instructors: <a data-click-key="unified_description_page.consumer_course_page.click.hero_instructor" data-click-value="{"href":"/instructor/~75088416","namespace":{"action":"click","app":"unified_description_page","component":"hero_instructor","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="hero_instructor" data-track-href="/instructor/~75088416" href="/instructor/~75088416" to="/instructor/~75088416" class="cds-7 cds-1 cds-3 css-9gmd4r cds-30"><span class=" css-4s48ix">Ramesh Sannareddy</span></a> <button data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="hero_instructors_modal_link" class="cds-149 cds-button-disableElevation cds-button-ghost css-fuzqlj" tabindex="0" role="button" type="button"><span class="cds-button-label"><span class=" css-6ecy9b">+1 more</span></span></button></span></p><div role="presentation" dir="ltr" id="cds-react-aria-12" class="css-bhx7nn" style="position:fixed;z-index:10000;right:0;bottom:0;top:0;left:0;visibility:hidden"><div class="cds-163 cds-Modal-backdrop" aria-hidden="true" style="opacity:0;visibility:hidden"></div><div tabindex="0" data-test="sentinelStart"></div><div class="cds-Modal-container" style="opacity:0;visibility:hidden"><div data-focus-lock-disabled="disabled"><div aria-modal="true" aria-describedby="dialog-content-6d9b2f5d-7bad-4f3c-8efc-19117fc3d476" aria-labelledby="cds-react-aria-12-headingGroup" class="cds-Dialog-dialog" role="dialog"><div class="css-1lqbpgq"><button class="cds-149 cds-button-disableElevation cds-button-ghost css-1s96oj" tabindex="0" type="button"><span class="cds-button-label">Close<span class="cds-button-endIcon"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" id="cds-react-aria-13" class="css-0"><path fill-rule="evenodd" clip-rule="evenodd" d="M13.585 14.353l-11.94-12 .71-.706 11.94 12-.71.706z" fill="currentColor"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M14.344 2.353l-11.99 12-.708-.706 11.99-12 .708.706z" fill="currentColor"></path></svg></span></span></button></div><div data-testid="scroll-container" class="css-k0ld8m"><div id="cds-react-aria-12-headingGroup" class="css-1xq57z9"><h2 class=" css-tlf8h5">Instructors</h2></div><div id="dialog-content-6d9b2f5d-7bad-4f3c-8efc-19117fc3d476" class="css-11krhap"><div class="css-m7ki0s" id="cds-react-aria-14"><div class="cds-ContextualHelp-container"><div class="cds-ContextualHelp-label"><p class=" css-4s48ix">Instructor ratings</p></div><button class="cds-149 cds-ContextualHelp-helpToggleButton css-1wk81cj" tabindex="0" type="button" aria-controls="cds-react-aria-14-helpContent" aria-expanded="false" aria-label="Information about the instructor ratings" id="cds-react-aria-14-helpToggleButton"><svg aria-hidden="true" class="cds-ContextualHelpIcon-customHelpIcon css-1wdokyz" id="cds-react-aria-14-contextual-help-icon" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><g class="info-icon"><path class="i-background" d="M18.78,3.23A11,11,0,1,0,23,11,11,11,0,0,0,18.78,3.23Z"></path><rect class="i-top-serif" height="1.99" width="3.62" x="9.38" y="8.71"></rect><rect class="i-bottom-serif" height="1.99" width="5.25" x="9.38" y="16.59"></rect><rect class="i-neck" height="9.8" width="1.99" x="11.2" y="8.8"></rect><circle class="i-dot" cx="12" cy="5.46" r="1.33"></circle><rect class="x-crosspath" height="1.99" width="1.43" x="11.29" y="10.99"></rect></g></svg></button></div><div class="cds-ContextualHelp-helpContent" id="cds-react-aria-14-helpContent"><div class="cds-165 cds-167" style="min-height:0px"><div class="cds-168"><div class="cds-169"><div class="cds-ContextualHelp-tooltipContainer"><div class="cds-ContextualHelp-tooltipContent"><p class=" css-4s48ix">We asked all learners to give feedback on our instructors based on the quality of their teaching style.</p></div><div class="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" aria-label="Close information about the instructor ratings"><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-15" class="css-0"><path fill-rule="evenodd" clip-rule="evenodd" d="M13.585 14.353l-11.94-12 .71-.706 11.94 12-.71.706z" fill="currentColor"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M14.344 2.353l-11.99 12-.708-.706 11.99-12 .708.706z" fill="currentColor"></path></svg></span>Close</span></button></div></div></div></div></div></div></div><div class="css-guxf6x"><span class="css-13ciukr"><span class="css-1oigsmu">4.4 <svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" class="css-1emwiuz" id="cds-react-aria-16"><path d="M22.31 9.14a1 1 0 00-.95-.43H15.1L13 2.21a1 1 0 00-.54-.61 1.08 1.08 0 00-.81 0 1.06 1.06 0 00-.65.66L8.84 8.71H2.58a1 1 0 00-1.08 1 1.07 1.07 0 00.4.86l5.34 4.08-2 6.48a1.06 1.06 0 001.66 1.13l5.15-4 5.16 4c.188.15.42.23.66.23h.11a1 1 0 00.7-.38 1 1 0 00.18-1l-2.07-6.46 5.33-4.08a1 1 0 00.19-1.43z" fill="currentColor"></path></svg></span><span class="css-1f9ufav">(<span>31 ratings</span>)</span></span></div><div class="cds-45 css-0 cds-46"><div class="cds-45 css-1gjys39 cds-47 cds-grid-item cds-92 cds-114"><div class="css-1oiads2"><div class="css-1f95hav"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera-instructor-photos.s3.amazonaws.com/49/4df941de044993a7530127686f06d1/Ramesh-Image.jpg?auto=format%2Ccompress&dpr=1&w=75&h=75&fit=crop" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera-instructor-photos.s3.amazonaws.com/49/4df941de044993a7530127686f06d1/Ramesh-Image.jpg?auto=format%2Ccompress&dpr=2&w=75&h=75&fit=crop 2x, https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera-instructor-photos.s3.amazonaws.com/49/4df941de044993a7530127686f06d1/Ramesh-Image.jpg?auto=format%2Ccompress&dpr=3&w=75&h=75&fit=crop 3x" class="css-1hhx4js" style="max-width:75px;max-height:75px" alt="Ramesh Sannareddy"/></div><div><div><a data-click-key="unified_description_page.consumer_course_page.click.hero_instructor" data-click-value="{"href":"/instructor/~75088416","namespace":{"action":"click","app":"unified_description_page","component":"hero_instructor","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="hero_instructor" data-track-href="/instructor/~75088416" href="/instructor/~75088416" to="/instructor/~75088416" class="cds-7 cds-1 cds-3 css-1yholzq cds-30"><span class=" css-6ecy9b">Ramesh Sannareddy</span></a></div><div class=" css-kimdhf">IBM</div><div class="css-1dd751w"><span class=" css-kimdhf"><span>12 Courses</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span class=" css-kimdhf"><span>329,325 learners</span></span></div></div></div></div><div class="cds-45 css-1gjys39 cds-47 cds-grid-item cds-92 cds-114"><div class="css-1oiads2"><div class="css-1f95hav"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera-instructor-photos.s3.amazonaws.com/d6/c2a550312d11e8a1a3b7898153781d/ravahuja.jpg?auto=format%2Ccompress&dpr=1&w=75&h=75&fit=crop" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera-instructor-photos.s3.amazonaws.com/d6/c2a550312d11e8a1a3b7898153781d/ravahuja.jpg?auto=format%2Ccompress&dpr=2&w=75&h=75&fit=crop 2x, https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera-instructor-photos.s3.amazonaws.com/d6/c2a550312d11e8a1a3b7898153781d/ravahuja.jpg?auto=format%2Ccompress&dpr=3&w=75&h=75&fit=crop 3x" class="css-1hhx4js" style="max-width:75px;max-height:75px" alt="Rav Ahuja"/></div><div><div><a data-click-key="unified_description_page.consumer_course_page.click.hero_instructor" data-click-value="{"href":"/instructor/ravahuja","namespace":{"action":"click","app":"unified_description_page","component":"hero_instructor","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="hero_instructor" data-track-href="/instructor/ravahuja" href="/instructor/ravahuja" to="/instructor/ravahuja" class="cds-7 cds-1 cds-3 css-1yholzq cds-30"><span class=" css-6ecy9b">Rav Ahuja</span></a></div><div class=" css-kimdhf">IBM</div><div class="css-1dd751w"><span class=" css-kimdhf"><span>53 Courses</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span class=" css-kimdhf"><span>3,057,507 learners</span></span></div></div></div></div></div></div><div class="css-1hllf5q"><button class="cds-149 cds-button-disableElevation cds-button-primary css-1aoqo4t" tabindex="0" type="button"><span class="cds-button-label">OK</span></button></div></div></div></div></div><div tabindex="0" data-test="sentinelEnd"></div></div></div><div class="css-o97br"></div></div></div></div><div class="css-y6ppwi"><div class="css-uexgjw"><div class="with-enroll-modal"><div class="css-1etbrex"><form action="/learn/data-warehouse-fundamentals" method="GET" class="css-1y2xaj9"><input type="hidden" name="action" value="enroll"/><button class="cds-149 cds-button-disableElevation cds-button-primary css-rovixp" tabindex="0" type="submit" data-e2e="enroll-button" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="enroll_button" aria-disabled="false"><span class="cds-button-label"><div><span data-test="enroll-button-label">Enroll for Free</span><div class="startdate rc-StartDateString font-xs" data-test="start-date-string"><span>Starts Nov 24</span></div></div></span></button></form><div class="css-1emtwm9"><div class="css-jqcnj3"><div class="subtitle-container" style="font-size:0.75rem;font-weight:bold;margin:4px 0;max-width:400px"><span><div class="rc-FinaidLink reset" data-e2e="finaid-link"><p class="caption-text"><button data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="finaid" data-testid="finaid-link" class="button-link finaid-link" type="button">Financial aid available</button></p></div></span></div></div></div></div></div></div></div><div class="css-1qi3xup"><p class=" css-4s48ix"><span><strong><span>29,184</span></strong> already enrolled</span></p></div><div class="css-i3hxxx"><div data-e2e="hero-coursera-plus-cta" class="css-guxf6x"><p class="cds-7 cds-Typography-base css-80vnnb cds-9"><span>Included with <img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/coursera_plus/landing_page/coursera-plus-blue.png?auto=format%2Ccompress&dpr=1&h=12" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/coursera_plus/landing_page/coursera-plus-blue.png?auto=format%2Ccompress&dpr=2&h=12 2x, https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/coursera_plus/landing_page/coursera-plus-blue.png?auto=format%2Ccompress&dpr=3&h=12 3x" class="css-lu0pzj" style="max-height:12px" alt="Coursera Plus"/></span></p><div class="css-guxf6x"><span aria-hidden="true" class="css-1oocsie">•</span><a data-click-key="unified_description_page.consumer_course_page.click.coursera_plus_banner" data-click-value="{"href":"/courseraplus","namespace":{"action":"click","app":"unified_description_page","component":"coursera_plus_banner","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="coursera_plus_banner" data-track-href="/courseraplus" href="/courseraplus" to="/courseraplus" class="cds-7 cds-1 cds-3 css-1rzu94i cds-30" aria-label="Learn more about Coursera Plus"><span class="cds-7 cds-Typography-base css-80vnnb cds-9" data-e2e="hero-coursera-plus-learn-more">Learn more</span></a></div></div></div></div></div></div></div><div class="css-bhg900"></div></div><div class="cds-45 css-xtzux6 cds-47 cds-grid-item" data-e2e="key-information"><div class="css-7bag3v"><div class="cds-177"><div class="css-dwgey1"><div><div class=" css-fk6qfz"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="kim_view_syllabus" class="css-89fcrv" role="presentation"><a class="cds-7 cds-1 cds-3 css-y0doir cds-30" href="#modules">3 modules</a></div></div><div class="css-fw9ih3">Gain insight into a topic and learn the fundamentals.</div></div></div><div class="css-dwgey1"><div class="css-139h6xi"><div class="cds-7 cds-Typography-base css-h1jogs cds-9">4.4</div><div class="css-in7c14"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" id="cds-react-aria-17" class="css-19e2cig"><path d="M14.35 6.17a.81.81 0 00-.75-.35H10L8.78 2.06a.88.88 0 00-.43-.48.84.84 0 00-.64 0 .85.85 0 00-.51.52L6 5.82H2.36a.89.89 0 00-.6.23.82.82 0 00.06 1.25l3.09 2.37-1.19 3.76a.83.83 0 00.57 1 .819.819 0 00.71-.11L8 12l3 2.29a.78.78 0 00.52.19h.09a.88.88 0 00.56-.31.85.85 0 00.14-.78l-1.2-3.74 3.08-2.36a.83.83 0 00.16-1.12z" fill="currentColor"></path></svg></div></div><p class=" css-vac8rf">(190 reviews)</p></div><div class="css-dwgey1"><div><div class=" css-fk6qfz">Intermediate level</div><div class="css-fw9ih3"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="recommended_experience_help" role="presentation"><div class="css-m7ki0s" id="cds-react-aria-18"><div class="cds-ContextualHelp-container"><div class="cds-ContextualHelp-label"><p class=" css-vac8rf">Recommended experience</p></div><button class="cds-149 cds-ContextualHelp-helpToggleButton css-1wk81cj" tabindex="0" type="button" aria-controls="cds-react-aria-18-helpContent" aria-label="Information about difficulty level pre-requisites." id="cds-react-aria-18-helpToggleButton"><svg aria-hidden="true" class="cds-ContextualHelpIcon-customHelpIcon css-1wdokyz" id="cds-react-aria-18-contextual-help-icon" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><g class="info-icon"><path class="i-background" d="M18.78,3.23A11,11,0,1,0,23,11,11,11,0,0,0,18.78,3.23Z"></path><rect class="i-top-serif" height="1.99" width="3.62" x="9.38" y="8.71"></rect><rect class="i-bottom-serif" height="1.99" width="5.25" x="9.38" y="16.59"></rect><rect class="i-neck" height="9.8" width="1.99" x="11.2" y="8.8"></rect><circle class="i-dot" cx="12" cy="5.46" r="1.33"></circle><rect class="x-crosspath" height="1.99" width="1.43" x="11.29" y="10.99"></rect></g></svg></button></div><div class="cds-ContextualHelp-helpContent" id="cds-react-aria-18-helpContent"><div role="presentation" dir="ltr" id="cds-react-aria-19" class="css-1gq8bzo" style="position:fixed;z-index:10000;right:0;bottom:0;top:0;left:0;visibility:hidden"><div class="cds-163 cds-Modal-backdrop" aria-hidden="true" style="opacity:0;visibility:hidden"></div><div tabindex="0" data-test="sentinelStart"></div><div class="cds-Modal-container" style="opacity:0;visibility:hidden"><div data-focus-lock-disabled="disabled"><div aria-modal="true" aria-describedby="dialog-content-c922182f-ae51-44cf-e047-3f99c25a102c" aria-labelledby="cds-react-aria-19-headingGroup" class="cds-Dialog-dialog" role="dialog"><div class="css-1lqbpgq"><button class="cds-149 cds-button-disableElevation cds-button-ghost css-1s96oj" tabindex="0" type="button"><span class="cds-button-label">Close<span class="cds-button-endIcon"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" id="cds-react-aria-20" class="css-0"><path fill-rule="evenodd" clip-rule="evenodd" d="M13.585 14.353l-11.94-12 .71-.706 11.94 12-.71.706z" fill="currentColor"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M14.344 2.353l-11.99 12-.708-.706 11.99-12 .708.706z" fill="currentColor"></path></svg></span></span></button></div><div data-testid="scroll-container" class="css-k0ld8m"><div id="cds-react-aria-19-headingGroup" class="css-1xq57z9"><h2 class=" css-tlf8h5">Recommended experience</h2><p class=" css-4s48ix">Intermediate level</p></div><div id="dialog-content-c922182f-ae51-44cf-e047-3f99c25a102c" class="css-11krhap"><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>RDBMS fundamentals and working knowledge of SQL.</span></span></p></div></div></div><div class="css-1hllf5q"><button class="cds-149 cds-button-disableElevation cds-button-primary css-1aoqo4t" tabindex="0" type="button"><span class="cds-button-label">OK</span></button></div></div></div></div></div><div tabindex="0" data-test="sentinelEnd"></div></div></div></div></div></div></div></div><div class="css-dwgey1"><div><div class=" css-fk6qfz">Flexible schedule</div><div class="css-fw9ih3"><div>Approx. 15 hours</div><div>Learn at your own pace</div></div></div></div><div class="css-dwgey1"><div><div class=" css-fk6qfz"><div class="css-89fcrv"><span class="css-1wiqwu3"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" id="cds-react-aria-21" class="css-19e2cig"><path d="M15.6 7.48h-5.52c.17-.73.57-2.39.72-3 .8-3.39-1.6-3.39-1.6-3.39L6.8 5.77C6 7.47 5.2 8.31 3.6 8.31H2v8h2.4a6 6 0 004 1.69H14c2.4 0 2.42-.82 3.2-4.05.2-.81.8-4 .8-4 0-.85 0-2.47-2.4-2.47z" fill="currentColor"></path></svg></span><span class=" css-fk6qfz">86%</span></div></div><div class="css-fw9ih3">Most learners liked this course</div></div><hr class="cds-185 css-147p8xl" aria-hidden="true"/></div></div><div class="css-2qp4i2 cds-175"><div class="css-6mrk5o"><div class="css-86zyin"><div><div class=" css-fk6qfz"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="kim_view_syllabus" class="css-89fcrv" role="presentation"><a class="cds-7 cds-1 cds-3 css-y0doir cds-30" href="#modules">3 modules</a></div></div><div class="css-fw9ih3">Gain insight into a topic and learn the fundamentals.</div></div></div></div><div class="css-6mrk5o"><div class="css-86zyin"><div class="css-139h6xi"><div class="cds-7 cds-Typography-base css-h1jogs cds-9">4.4</div><div class="css-in7c14"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" id="cds-react-aria-22" class="css-19e2cig"><path d="M14.35 6.17a.81.81 0 00-.75-.35H10L8.78 2.06a.88.88 0 00-.43-.48.84.84 0 00-.64 0 .85.85 0 00-.51.52L6 5.82H2.36a.89.89 0 00-.6.23.82.82 0 00.06 1.25l3.09 2.37-1.19 3.76a.83.83 0 00.57 1 .819.819 0 00.71-.11L8 12l3 2.29a.78.78 0 00.52.19h.09a.88.88 0 00.56-.31.85.85 0 00.14-.78l-1.2-3.74 3.08-2.36a.83.83 0 00.16-1.12z" fill="currentColor"></path></svg></div></div><p class=" css-vac8rf">(190 reviews)</p></div></div><div class="css-6mrk5o"><div class="css-86zyin"><div><div class=" css-fk6qfz">Intermediate level</div><div class="css-fw9ih3"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="recommended_experience_help" role="presentation"><div class="css-m7ki0s" id="cds-react-aria-23"><div class="cds-ContextualHelp-container"><div class="cds-ContextualHelp-label"><p class=" css-vac8rf">Recommended experience</p></div><button class="cds-149 cds-ContextualHelp-helpToggleButton css-1wk81cj" tabindex="0" type="button" aria-controls="cds-react-aria-23-helpContent" aria-label="Information about difficulty level pre-requisites." id="cds-react-aria-23-helpToggleButton"><svg aria-hidden="true" class="cds-ContextualHelpIcon-customHelpIcon css-1wdokyz" id="cds-react-aria-23-contextual-help-icon" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><g class="info-icon"><path class="i-background" d="M18.78,3.23A11,11,0,1,0,23,11,11,11,0,0,0,18.78,3.23Z"></path><rect class="i-top-serif" height="1.99" width="3.62" x="9.38" y="8.71"></rect><rect class="i-bottom-serif" height="1.99" width="5.25" x="9.38" y="16.59"></rect><rect class="i-neck" height="9.8" width="1.99" x="11.2" y="8.8"></rect><circle class="i-dot" cx="12" cy="5.46" r="1.33"></circle><rect class="x-crosspath" height="1.99" width="1.43" x="11.29" y="10.99"></rect></g></svg></button></div><div class="cds-ContextualHelp-helpContent" id="cds-react-aria-23-helpContent"><div role="presentation" dir="ltr" id="cds-react-aria-24" class="css-1gq8bzo" style="position:fixed;z-index:10000;right:0;bottom:0;top:0;left:0;visibility:hidden"><div class="cds-163 cds-Modal-backdrop" aria-hidden="true" style="opacity:0;visibility:hidden"></div><div tabindex="0" data-test="sentinelStart"></div><div class="cds-Modal-container" style="opacity:0;visibility:hidden"><div data-focus-lock-disabled="disabled"><div aria-modal="true" aria-describedby="dialog-content-15965b35-b17d-406f-a4eb-cc8fc0cc0fc8" aria-labelledby="cds-react-aria-24-headingGroup" class="cds-Dialog-dialog" role="dialog"><div class="css-1lqbpgq"><button class="cds-149 cds-button-disableElevation cds-button-ghost css-1s96oj" tabindex="0" type="button"><span class="cds-button-label">Close<span class="cds-button-endIcon"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" id="cds-react-aria-25" class="css-0"><path fill-rule="evenodd" clip-rule="evenodd" d="M13.585 14.353l-11.94-12 .71-.706 11.94 12-.71.706z" fill="currentColor"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M14.344 2.353l-11.99 12-.708-.706 11.99-12 .708.706z" fill="currentColor"></path></svg></span></span></button></div><div data-testid="scroll-container" class="css-k0ld8m"><div id="cds-react-aria-24-headingGroup" class="css-1xq57z9"><h2 class=" css-tlf8h5">Recommended experience</h2><p class=" css-4s48ix">Intermediate level</p></div><div id="dialog-content-15965b35-b17d-406f-a4eb-cc8fc0cc0fc8" class="css-11krhap"><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>RDBMS fundamentals and working knowledge of SQL.</span></span></p></div></div></div><div class="css-1hllf5q"><button class="cds-149 cds-button-disableElevation cds-button-primary css-1aoqo4t" tabindex="0" type="button"><span class="cds-button-label">OK</span></button></div></div></div></div></div><div tabindex="0" data-test="sentinelEnd"></div></div></div></div></div></div></div></div></div><div class="css-6mrk5o"><div class="css-86zyin"><div><div class=" css-fk6qfz">Flexible schedule</div><div class="css-fw9ih3"><div>Approx. 15 hours</div><div>Learn at your own pace</div></div></div></div></div><div class="css-6mrk5o"><div class="css-86zyin"><div><div class=" css-fk6qfz"><div class="css-89fcrv"><span class="css-1wiqwu3"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" id="cds-react-aria-26" class="css-19e2cig"><path d="M15.6 7.48h-5.52c.17-.73.57-2.39.72-3 .8-3.39-1.6-3.39-1.6-3.39L6.8 5.77C6 7.47 5.2 8.31 3.6 8.31H2v8h2.4a6 6 0 004 1.69H14c2.4 0 2.42-.82 3.2-4.05.2-.81.8-4 .8-4 0-.85 0-2.47-2.4-2.47z" fill="currentColor"></path></svg></span><span class=" css-fk6qfz">86%</span></div></div><div class="css-fw9ih3">Most learners liked this course</div></div></div></div></div></div></div><div class="cds-45 css-1ochsbp cds-47 cds-grid-item cds-92 cds-116"><div class="css-1q7xc2j"><div class="cds-175"><nav><ul class="css-7anh48"><li><a data-click-key="unified_description_page.consumer_course_page.click.nav_item_about" data-click-value="{"href":"#about","namespace":{"action":"click","app":"unified_description_page","component":"nav_item_about","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="nav_item_about" data-track-href="#about" href="#about" to="#about" class="css-1gc9wyn" aria-current="true">About</a></li><li><a data-click-key="unified_description_page.consumer_course_page.click.nav_item_outcomes" data-click-value="{"href":"#outcomes","namespace":{"action":"click","app":"unified_description_page","component":"nav_item_outcomes","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="nav_item_outcomes" data-track-href="#outcomes" href="#outcomes" to="#outcomes" class="css-sitz2l">Outcomes</a></li><li><a data-click-key="unified_description_page.consumer_course_page.click.nav_item_modules" data-click-value="{"href":"#modules","namespace":{"action":"click","app":"unified_description_page","component":"nav_item_modules","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="nav_item_modules" data-track-href="#modules" href="#modules" to="#modules" class="css-sitz2l">Modules</a></li><li><a data-click-key="unified_description_page.consumer_course_page.click.nav_item_recommendations" data-click-value="{"href":"#recommendations","namespace":{"action":"click","app":"unified_description_page","component":"nav_item_recommendations","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="nav_item_recommendations" data-track-href="#recommendations" href="#recommendations" to="#recommendations" class="css-sitz2l">Recommendations</a></li><li><a data-click-key="unified_description_page.consumer_course_page.click.nav_item_testimonials" data-click-value="{"href":"#testimonials","namespace":{"action":"click","app":"unified_description_page","component":"nav_item_testimonials","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="nav_item_testimonials" data-track-href="#testimonials" href="#testimonials" to="#testimonials" class="css-sitz2l">Testimonials</a></li><li><a data-click-key="unified_description_page.consumer_course_page.click.nav_item_reviews" data-click-value="{"href":"#reviews","namespace":{"action":"click","app":"unified_description_page","component":"nav_item_reviews","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="nav_item_reviews" data-track-href="#reviews" href="#reviews" to="#reviews" class="css-sitz2l">Reviews</a></li></ul></nav></div></div></div><div class="cds-45 css-xalpg1 cds-47 cds-grid-item cds-92 cds-116"><div id="about" class="css-qpssb7"><div><div class="css-1m3kxpf"><div class="css-5a2hyw"><h2 class="cds-7 cds-Typography-base css-h1jogs cds-9">What you'll learn</h2></div><div><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="what_you_will_learn_section" role="presentation"><ul class="cds-45 css-7avemv cds-46"><li class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-100"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-27"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Job-ready data warehousing skills in just 6 weeks, supported by practical experience and an IBM credential.</span></span></p></div></div></div></li><li class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-100"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-28"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Design and populate a data warehouse, and model and query data using CUBE, ROLLUP, and materialized views.</span></span></p></div></div></div></li><li class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-100"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-29"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Identify popular data analytics and business intelligence tools and vendors and create data visualizations using IBM Cognos Analytics.</span></span></p></div></div></div></li><li class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-100"><div class="css-88ryvb"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-4v75v4" id="cds-react-aria-30"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.74 3.672L6.225 14.168.323 8.736l1.354-1.472 4.419 4.068 8.163-9.004 1.482 1.344z" fill="currentColor"></path></svg><div class="rc-CML unified-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>How to design and load data into a data warehouse, write aggregation queries, create materialized query tables, and create an analytics dashboard.</span></span></p></div></div></div></li></ul></div></div></div><div class="css-1m3kxpf"><div class="css-5a2hyw"><h2 class=" css-fk6qfz">Skills you'll gain</h2></div><ul class="css-yk0mzy"><li class="css-0"><span class="css-1l1jvyr"><a data-click-key="unified_description_page.consumer_course_page.click.seo_skills_link_tag" data-click-value="{"href":"https://www.coursera.org/courses?query=cubes","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_course_page"},"schema_type":"FRONTEND","skill":"Cubes"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_skills_link_tag" data-track-href="https://www.coursera.org/courses?query=cubes" href="https://www.coursera.org/courses?query=cubes" to="https://www.coursera.org/courses?query=cubes" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">Cubes</a></span></li><li class="css-0"><span class="css-1l1jvyr"><a data-click-key="unified_description_page.consumer_course_page.click.seo_skills_link_tag" data-click-value="{"href":"https://www.coursera.org/courses?query=data%20warehousing","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_course_page"},"schema_type":"FRONTEND","skill":"Data Warehousing"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_skills_link_tag" data-track-href="https://www.coursera.org/courses?query=data%20warehousing" href="https://www.coursera.org/courses?query=data%20warehousing" to="https://www.coursera.org/courses?query=data%20warehousing" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">Data Warehousing</a></span></li><li class="css-0"><span class="css-1l1jvyr"><a data-click-key="unified_description_page.consumer_course_page.click.seo_skills_link_tag" data-click-value="{"href":"https://www.coursera.org/courses?query=snowflake%20schemas","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_course_page"},"schema_type":"FRONTEND","skill":"Snowflake Schemas"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_skills_link_tag" data-track-href="https://www.coursera.org/courses?query=snowflake%20schemas" href="https://www.coursera.org/courses?query=snowflake%20schemas" to="https://www.coursera.org/courses?query=snowflake%20schemas" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">Snowflake Schemas</a></span></li><li class="css-0"><span class="css-1l1jvyr"><a data-click-key="unified_description_page.consumer_course_page.click.seo_skills_link_tag" data-click-value="{"href":"https://www.coursera.org/courses?query=data%20lakes","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_course_page"},"schema_type":"FRONTEND","skill":"Data Lakes"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_skills_link_tag" data-track-href="https://www.coursera.org/courses?query=data%20lakes" href="https://www.coursera.org/courses?query=data%20lakes" to="https://www.coursera.org/courses?query=data%20lakes" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">Data Lakes</a></span></li><li class="css-0"><span class="css-1l1jvyr"><a data-click-key="unified_description_page.consumer_course_page.click.seo_skills_link_tag" data-click-value="{"href":"https://www.coursera.org/courses?query=rollups","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_course_page"},"schema_type":"FRONTEND","skill":"Rollups"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_skills_link_tag" data-track-href="https://www.coursera.org/courses?query=rollups" href="https://www.coursera.org/courses?query=rollups" to="https://www.coursera.org/courses?query=rollups" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">Rollups</a></span></li><li class="css-0"><span class="css-1l1jvyr"><a data-click-key="unified_description_page.consumer_course_page.click.seo_skills_link_tag" data-click-value="{"href":"https://www.coursera.org/courses?query=data%20marts","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_course_page"},"schema_type":"FRONTEND","skill":"Data Marts"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_skills_link_tag" data-track-href="https://www.coursera.org/courses?query=data%20marts" href="https://www.coursera.org/courses?query=data%20marts" to="https://www.coursera.org/courses?query=data%20marts" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">Data Marts</a></span></li><li class="css-0"><span class="css-1l1jvyr"><a data-click-key="unified_description_page.consumer_course_page.click.seo_skills_link_tag" data-click-value="{"href":"https://www.coursera.org/courses?query=star%20schemas","namespace":{"action":"click","app":"unified_description_page","component":"seo_skills_link_tag","page":"consumer_course_page"},"schema_type":"FRONTEND","skill":"Star Schemas"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_skills_link_tag" data-track-href="https://www.coursera.org/courses?query=star%20schemas" href="https://www.coursera.org/courses?query=star%20schemas" to="https://www.coursera.org/courses?query=star%20schemas" class="cds-7 cds-1 cds-3 css-1yjbkii cds-30">Star Schemas</a></span></li></ul></div><div class="css-1m3kxpf"><div class="css-5a2hyw"><h2 class=" css-fk6qfz">Details to know</h2></div><div class="cds-45 css-k4zccu cds-46"><div class="cds-45 css-9271ok cds-47 cds-grid-item cds-92 cds-100 cds-112"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/images/31ebcba3851b87d1d8609abf15d0ff7e.png?auto=format%2Ccompress&dpr=1&w=24&h=24" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/images/31ebcba3851b87d1d8609abf15d0ff7e.png?auto=format%2Ccompress&dpr=2&w=24&h=24 2x, https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/images/31ebcba3851b87d1d8609abf15d0ff7e.png?auto=format%2Ccompress&dpr=3&w=24&h=24 3x" class="css-y821ir" style="max-width:24px;max-height:24px" alt=""/><div class="css-1qfxccv">Shareable certificate</div><p class=" css-vac8rf">Add to your LinkedIn profile</p></div><div class="cds-45 css-9271ok cds-47 cds-grid-item cds-92 cds-100 cds-112"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" class="css-ggns0z" id="cds-react-aria-31"><path fill-rule="evenodd" clip-rule="evenodd" d="M1.5 17.5h5v5h-5v-5zm1 1v3h3v-3h-3zM21 20.5H10v-1h11v1zM1.5 9.5h5v5h-5v-5zm1 1v3h3v-3h-3zM21 12.5H10v-1h11v1zM21 4.5H10v-1h11v1zM9.354 1.354L4 6.707.646 3.354l.708-.708L4 5.293 8.646.646l.708.708z" fill="currentColor"></path></svg><div class="css-drc7pp">Assessments</div><p class=" css-vac8rf">5 assignments</p></div><div class="cds-45 css-9271ok cds-47 cds-grid-item cds-92 cds-100 cds-112"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" class="css-ggns0z" id="cds-react-aria-32"><path d="M16.5 11a1.5 1.5 0 100-3 1.5 1.5 0 000 3zM7.5 11a1.5 1.5 0 100-3 1.5 1.5 0 000 3zM12 11a1.5 1.5 0 100-3 1.5 1.5 0 000 3z" fill="currentColor"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M5.818 2.499a3.13 3.13 0 00-3.32 3.346l.002.017V20.53l-.003.029a.84.84 0 001.447.671l3.987-4.309H18.18a3.14 3.14 0 003.32-3.32V5.862l.001-.017a3.13 3.13 0 00-3.32-3.346l-.015.001H5.834l-.016-.001zm.047-.999A4.13 4.13 0 001.5 5.897v14.576a1.84 1.84 0 003.175 1.438l.002-.001 3.692-3.99h9.767a4.14 4.14 0 004.364-4.364V5.897A4.13 4.13 0 0018.135 1.5H5.865z" fill="currentColor"></path></svg><div class="css-drc7pp"><span>Taught in English</span></div><div class=" css-vac8rf"><button class="cds-149 cds-button-disableElevation cds-button-ghost css-amruj3" tabindex="0" type="button"><span class="cds-button-label"><span>22 languages available</span></span></button></div></div></div></div></div></div></div></div></div></section><div><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="thin_banner_module" role="presentation"><div class="css-1cps6el"><div><div class="cds-37 css-1cxrrkn cds-38 cds-43"><div class="cds-45 css-1kspkkz cds-46"><div class="cds-45 css-0 cds-47 cds-grid-item cds-92"><div class="css-1f3xod8"><div class="cds-45 css-0 cds-46"><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-116"><h1 class="cds-7 css-17b5z07 cds-9">See how employees at top companies are mastering in-demand skills</h1><div class="css-1yvlauk"><a data-click-key="unified_description_page.consumer_course_page.click.upsell_coursera_business" data-click-value="{"href":"/business?utm_medium=coursera&utm_source=xdp&utm_campaign=website&utm_content=c4b-xdp-thin-card&utm_term=out","namespace":{"action":"click","app":"unified_description_page","component":"upsell_coursera_business","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="upsell_coursera_business" data-track-href="/business?utm_medium=coursera&utm_source=xdp&utm_campaign=website&utm_content=c4b-xdp-thin-card&utm_term=out" href="/business?utm_medium=coursera&utm_source=xdp&utm_campaign=website&utm_content=c4b-xdp-thin-card&utm_term=out" to="/business?utm_medium=coursera&utm_source=xdp&utm_campaign=website&utm_content=c4b-xdp-thin-card&utm_term=out" class="cds-7 cds-1 cds-3 css-1ibxsrf cds-30">Learn more about Coursera for Business</a></div></div><div class="cds-45 css-1majtw4 cds-47 cds-grid-item cds-92 cds-112"><div class="css-1aokm8x"><img alt="Placeholder" src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/images/74c8747e8210831049cf88dd4eefe26c.png?auto=format%2Ccompress&dpr=2&blur=200&px=8&max-w=320" class="css-3gbnhs"/><div class="lazyload-wrapper"><div class="lazyload-placeholder"></div></div></div></div></div></div></div></div></div></div></div></div></div><div><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="career_outcomes" role="presentation"><div id="outcomes" class="css-1cps6el"><div><div class="cds-37 css-1cxrrkn cds-38 cds-43"><div class="cds-45 css-1kspkkz cds-46"><div class="cds-45 css-0 cds-46 cds-47 cds-grid-item"><div class="cds-45 css-1uff99i cds-46 cds-47 cds-grid-item cds-65 cds-92"><div class="cds-45 css-2l7onx cds-47 cds-grid-item cds-92 cds-114"><h2 class="cds-7 cds-Typography-base css-bbd009 cds-9">Build your subject-matter expertise</h2><div class="css-u20lv0"><div class=" css-4s48ix"><span>This course is available as part of <button class="cds-149 cds-button-disableElevation cds-button-ghost css-1c5ooqq" tabindex="0" type="button"><span class="cds-button-label">multiple programs</span></button></span><div>When you enroll in this course, you'll also be asked to select a specific program.</div></div></div><ul class="css-q8or2b"><li>Learn new concepts from industry experts </li><li>Gain a foundational understanding of a subject or tool</li><li>Develop job-relevant skills with hands-on projects</li><li>Earn a shareable career certificate</li></ul></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-114 cds-127"><div><div class="css-1ayzl37"><div class="css-1fupugt"><img alt="Placeholder" src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/images/a7c5400e51272c78b710ce9b56fd3178.png?auto=format%2Ccompress&dpr=2&blur=200&px=8&max-w=562" class="css-3gbnhs"/><div class="lazyload-wrapper"><div class="lazyload-placeholder"></div></div></div></div></div></div></div></div></div></div></div></div></div></div><div><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="career_cert_module" role="presentation"><div class="css-1cps6el"><div><div class="cds-37 css-1cxrrkn cds-38 cds-43"><div class="cds-45 css-1kspkkz cds-46"><div class="cds-45 css-0 cds-47 cds-grid-item cds-92"><div class="css-qwswsz"><div class="css-mc1uvo"><div class="css-h4rs9z"><img alt="Placeholder" src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/images/de1a6556fbe605411e8c1c2ca4ba45f1.png?auto=format%2Ccompress&dpr=2&blur=200&px=8&max-w=259" class="css-3gbnhs"/><div class="lazyload-wrapper"><div class="lazyload-placeholder"></div></div></div></div></div><div class="css-1sdlybt"><div class="cds-45 css-0 cds-46"><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-115"><div class="css-1o5q1ld"><h2 class="cds-7 css-3i3jpd cds-9">Earn a career certificate</h2><p class=" css-4s48ix">Add this credential to your LinkedIn profile, resume, or CV</p><p class=" css-4s48ix">Share it on social media and in your performance review</p></div></div><div class="cds-45 css-1k3d0x1 cds-47 cds-grid-item cds-92 cds-113"><div class="css-17emgr3"><div class="css-16jkw5e"></div></div><div class="css-19pqny"><div class="css-m7vdx0"><img alt="Placeholder" src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/images/de1a6556fbe605411e8c1c2ca4ba45f1.png?auto=format%2Ccompress&dpr=2&blur=200&px=8&max-w=333" class="css-3gbnhs"/><div class="lazyload-wrapper"><div class="lazyload-placeholder"></div></div></div></div></div></div></div></div></div></div></div></div></div></div><div id="modules" class="css-1cps6el"><div><div class="cds-37 css-1cxrrkn cds-38 cds-43"><div class="cds-45 css-1kspkkz cds-46"><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-115 cds-130"><h2 class="cds-7 cds-Typography-base css-bbd009 cds-9"><span>There are 3 modules in this course</span><div class="css-1wwut41"></div></h2><div class="css-68xxf3"><div class="css-10jtpc0"><div class="rc-TogglableContent about-section collapsed"><div class="content" style="height:65px" aria-hidden="true"><div class="content-inner"><p>Whether you’re an aspiring data engineer, data architect, business analyst, or data scientist, strong data warehousing skills are a must. With the hands-on experience and competencies, you gain on this course, your resume will catch the eye of employers and power up your career opportunities. </p><p aria-hidden="true">A data warehouse centralizes and organizes data from disparate sources into a single repository, making it easier for data professionals to access, clean, and analyze integrated data efficiently. This course teaches you how to design, deploy, load, manage, and query data warehouses, data marts, and data lakes. You’ll dive into designing, modeling, and implementing data warehouses, and explore data warehousing architectures like star and snowflake schemas. You’ll master techniques for populating data warehouses through ETL and ELT processes, and hone your skills in verifying and querying data, and utilizing concepts like cubes, rollups, and materialized views/tables. Additionally, you’ll gain valuable practical experience working on hands-on labs, where you’ll apply your knowledge to real data warehousing tasks. You’ll work with repositories like PostgreSQL and IBM Db2, and complete a project that you can refer to in interviews.</p></div></div></div></div></div></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-115 cds-130"><div><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="syllabus" role="presentation"><div class="css-m9zcdt"><div class="css-fndret"><div class="" data-testid="accordion-item"><div class="css-1pi3g2x"><div class="cds-AccordionRoot-focusContainer"><div class="cds-AccordionRoot-container cds-AccordionRoot-silent" id="cds-react-aria-35"><div><button class="cds-149 cds-button-disableElevation cds-button-ghost css-116z5m0" tabindex="0" type="button" aria-expanded="false"><span class="cds-button-label"><span class="css-k9ijpa"><span><div class="css-yllq6p"><div class="css-zwlk01"><h3 class="cds-7 css-1pxm1ir cds-9">Data Warehouses, Data Marts, and Data Lakes</h3><div class="css-chglhw"><span>Module 1</span><span aria-hidden="true" class="css-1oocsie">•</span><span><span>1 hour</span> to complete</span></div></div></div></span><span aria-hidden="true" class="css-p9hs86">Module details</span></span><span class="cds-button-endIcon"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" id="cds-react-aria-36" class="css-19e2cig"><path fill-rule="evenodd" clip-rule="evenodd" d="M10 14.293L1.354 5.646l-.708.708L10 15.707l9.354-9.353-.707-.708L10 14.293z" fill="currentColor"></path></svg></span></span></button></div><div class="cds-165 cds-167" style="min-height:0px"><div class="cds-168"><div class="cds-169"><div aria-labelledby="cds-react-aria-35-accordion-header" id="cds-react-aria-35-accordion-panel" role="region"><div class="css-yam6t"><div><p class=" css-4s48ix">Welcome to your first module! This module provides an introduction to data warehouse systems, data lakes, and data marts. When you complete this module, you’ll be able to identify and compare data warehouse systems, data marts, and data lakes based on their architecture, and understand how organizations can benefit from each of these three data storage entities. Then, you’ll learn about three types of data warehouse systems and popular data warehouse system vendors. You will learn to help your organization assess new data warehouse system offerings when you know the five essential, critical criteria, including the total cost of ownership, to evaluate before changing to a new data warehouse system. </p><div class="css-15ko5n9"><div class="css-5a2hyw"><h4 class=" css-6ecy9b">What's included</h4></div><p class="css-kqm948"><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-37" class="css-0"><g clip-path="url(#cds-react-aria-37_0)" fill-rule="evenodd" clip-rule="evenodd" fill="currentColor"><path d="M12 1.5C6.201 1.5 1.5 6.201 1.5 12S6.201 22.5 12 22.5 22.5 17.799 22.5 12 17.799 1.5 12 1.5zM.5 12C.5 5.649 5.649.5 12 .5S23.5 5.649 23.5 12 18.351 23.5 12 23.5.5 18.351.5 12z"></path><path d="M8.36 5.589L18.431 12 8.36 18.411V5.589zm1 1.822v9.178L16.569 12 9.36 7.411z"></path></g><defs><clipPath id="cds-react-aria-37_0"><path fill="#fff" d="M0 0h24v24H0z"></path></clipPath></defs></svg><span>8 videos</span></span><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-38" class="css-0"><g clip-path="url(#cds-react-aria-38_0)" fill-rule="evenodd" clip-rule="evenodd" fill="currentColor"><path d="M12 1.5C6.201 1.5 1.5 6.201 1.5 12S6.201 22.5 12 22.5 22.5 17.799 22.5 12 17.799 1.5 12 1.5zM.5 12C.5 5.649 5.649.5 12 .5S23.5 5.649 23.5 12 18.351 23.5 12 23.5.5 18.351.5 12z"></path><path d="M5.21 7.57h5.238l.019.001a2.2 2.2 0 012.032 2.032l.001.019v8.668l-1 .027a2 2 0 00-1.874-1.887H5.21V7.57zm1 1v6.86h3.457a3 3 0 011.833.757V9.66a1.2 1.2 0 00-1.09-1.09h-4.2z"></path><path d="M13.552 7.57h5.238v8.86h-4.415a2.01 2.01 0 00-1.876 1.889l-.999-.029V9.64h.5l-.499-.037a2.2 2.2 0 012.032-2.032l.019-.001zM12.5 9.66v6.531a3.01 3.01 0 011.831-.76l.014-.001h3.445V8.57h-4.2a1.2 1.2 0 00-1.09 1.09z"></path></g><defs><clipPath id="cds-react-aria-38_0"><path fill="#fff" d="M0 0h24v24H0z"></path></clipPath></defs></svg><span>2 readings</span></span><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-39" class="css-0"><g clip-path="url(#cds-react-aria-39_0)" fill="currentColor"><path fill-rule="evenodd" clip-rule="evenodd" d="M12 1.5C6.201 1.5 1.5 6.201 1.5 12S6.201 22.5 12 22.5 22.5 17.799 22.5 12 17.799 1.5 12 1.5zM.5 12C.5 5.649 5.649.5 12 .5S23.5 5.649 23.5 12 18.351 23.5 12 23.5.5 18.351.5 12z"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M13.565 9.5v.09h1.156v.917H9.306V9.5h4.26z"></path><path d="M14.721 12H9.306v1.007h5.415V12zM14.721 14.5H9.306v1.007h5.415V14.5z"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M6.5 18.5v-13h7.065l3.962 4.09v8.91H6.5zm1.007-1.007h9.014V10.5h-3.83V6.507H7.507v10.986zm6.058-10.747V9.59h2.669l-2.669-2.844z"></path></g><defs><clipPath id="cds-react-aria-39_0"><path fill="#fff" d="M0 0h24v24H0z"></path></clipPath></defs></svg><span>2 assignments</span></span><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-40" class="css-0"><path fill-rule="evenodd" clip-rule="evenodd" d="M0 2.596h7.928v2.728a2.465 2.465 0 004.93 0V2.596h5.95V8.53h1.722a3.47 3.47 0 110 6.94h-1.722v5.934h-5.95v-2.728a2.465 2.465 0 00-4.93 0v2.728H0v-6.94h2.728a2.465 2.465 0 000-4.928H0v-6.94zm1.005 1.005v4.93h1.723a3.47 3.47 0 010 6.939H1.005v4.929h5.918v-1.723a3.47 3.47 0 016.94 0v1.723h3.94v-5.935h2.727a2.464 2.464 0 100-4.928h-2.728V3.6h-3.94v1.723a3.47 3.47 0 01-6.939 0V3.601H1.005z" fill="currentColor"></path></svg><span>2 plugins</span></span></p><div id="cds-react-aria-41" aria-label="Info about module content" class="css-1i4q5rf"><button class="cds-149 cds-ShowMoreContainer-ctaButton cds-button-disableElevation cds-button-ghost css-1s96oj" tabindex="0" type="button" aria-controls="cds-react-aria-41-content" aria-expanded="false" aria-label="Info about module content" id="cds-react-aria-41-cta"><span class="cds-button-label"><span class="cds-button-startIcon"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="cds-ShowMoreContainer-ctaIcon css-0" id="cds-react-aria-42"><path fill-rule="evenodd" clip-rule="evenodd" d="M11.293 8L4.646 1.354l.708-.708L12.707 8l-7.353 7.354-.708-.707L11.293 8z" fill="currentColor"></path></svg></span>Show info about module content</span></button><div class="cds-165 cds-167" style="min-height:0px"><div class="cds-168"><div class="cds-169"><div aria-hidden="true" aria-labelledby="cds-react-aria-41-cta" class="cds-ShowMoreContainer-content cds-ShowMoreContainer-silent" id="cds-react-aria-41-content" role="region"><div class="css-15ko5n9"><div class="css-5a2hyw"><h5 class="css-h81u6c"><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-43" class="css-0"><g clip-path="url(#cds-react-aria-43_0)" fill-rule="evenodd" clip-rule="evenodd" fill="currentColor"><path d="M12 1.5C6.201 1.5 1.5 6.201 1.5 12S6.201 22.5 12 22.5 22.5 17.799 22.5 12 17.799 1.5 12 1.5zM.5 12C.5 5.649 5.649.5 12 .5S23.5 5.649 23.5 12 18.351 23.5 12 23.5.5 18.351.5 12z"></path><path d="M8.36 5.589L18.431 12 8.36 18.411V5.589zm1 1.822v9.178L16.569 12 9.36 7.411z"></path></g><defs><clipPath id="cds-react-aria-43_0"><path fill="#fff" d="M0 0h24v24H0z"></path></clipPath></defs></svg><span>8 videos</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span>Total 44 minutes</span></h5></div><ul class="css-1xgnkn7"><li class="css-14x4878">Course Introduction<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>2 minutes</span></span><span><span aria-hidden="true" class="css-1oocsie">•</span><a data-click-key="unified_description_page.consumer_course_page.click.syllabus_item_link" data-click-value="{"href":"/lecture/data-warehouse-fundamentals/course-introduction-9nSHA","name":"Course Introduction","namespace":{"action":"click","app":"unified_description_page","component":"syllabus_item_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="syllabus_item_link" data-track-href="/lecture/data-warehouse-fundamentals/course-introduction-9nSHA" href="/lecture/data-warehouse-fundamentals/course-introduction-9nSHA" to="/lecture/data-warehouse-fundamentals/course-introduction-9nSHA" class="css-1p52tnk" target="_blank" rel="noopener noreferrer">Preview module</a></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Data Warehouse Overview<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>5 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Popular Data Warehouse Systems<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>6 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Selecting a Data Warehouse System<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>6 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Data Marts Overview<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>5 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">IBM Db2 Warehouse<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>4 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Data Lakes Overview<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>5 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Data Lakehouses Explained<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>8 minutes</span></span><span class="css-1v1xxas"></span></li></ul></div><div class="css-15ko5n9"><div class="css-5a2hyw"><h5 class="css-h81u6c"><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-44" class="css-0"><g clip-path="url(#cds-react-aria-44_0)" fill-rule="evenodd" clip-rule="evenodd" fill="currentColor"><path d="M12 1.5C6.201 1.5 1.5 6.201 1.5 12S6.201 22.5 12 22.5 22.5 17.799 22.5 12 17.799 1.5 12 1.5zM.5 12C.5 5.649 5.649.5 12 .5S23.5 5.649 23.5 12 18.351 23.5 12 23.5.5 18.351.5 12z"></path><path d="M5.21 7.57h5.238l.019.001a2.2 2.2 0 012.032 2.032l.001.019v8.668l-1 .027a2 2 0 00-1.874-1.887H5.21V7.57zm1 1v6.86h3.457a3 3 0 011.833.757V9.66a1.2 1.2 0 00-1.09-1.09h-4.2z"></path><path d="M13.552 7.57h5.238v8.86h-4.415a2.01 2.01 0 00-1.876 1.889l-.999-.029V9.64h.5l-.499-.037a2.2 2.2 0 012.032-2.032l.019-.001zM12.5 9.66v6.531a3.01 3.01 0 011.831-.76l.014-.001h3.445V8.57h-4.2a1.2 1.2 0 00-1.09 1.09z"></path></g><defs><clipPath id="cds-react-aria-44_0"><path fill="#fff" d="M0 0h24v24H0z"></path></clipPath></defs></svg><span>2 readings</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span>Total 7 minutes</span></h5></div><ul class="css-1xgnkn7"><li class="css-14x4878">Course Overview<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>5 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Module 1 Summary: An Introduction to Data Warehouses, Data Marts, and Data Lakes<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>2 minutes</span></span><span class="css-1v1xxas"></span></li></ul></div><div class="css-15ko5n9"><div class="css-5a2hyw"><h5 class="css-h81u6c"><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-45" class="css-0"><g clip-path="url(#cds-react-aria-45_0)" fill="currentColor"><path fill-rule="evenodd" clip-rule="evenodd" d="M12 1.5C6.201 1.5 1.5 6.201 1.5 12S6.201 22.5 12 22.5 22.5 17.799 22.5 12 17.799 1.5 12 1.5zM.5 12C.5 5.649 5.649.5 12 .5S23.5 5.649 23.5 12 18.351 23.5 12 23.5.5 18.351.5 12z"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M13.565 9.5v.09h1.156v.917H9.306V9.5h4.26z"></path><path d="M14.721 12H9.306v1.007h5.415V12zM14.721 14.5H9.306v1.007h5.415V14.5z"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M6.5 18.5v-13h7.065l3.962 4.09v8.91H6.5zm1.007-1.007h9.014V10.5h-3.83V6.507H7.507v10.986zm6.058-10.747V9.59h2.669l-2.669-2.844z"></path></g><defs><clipPath id="cds-react-aria-45_0"><path fill="#fff" d="M0 0h24v24H0z"></path></clipPath></defs></svg><span>2 assignments</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span>Total 28 minutes</span></h5></div><ul class="css-1xgnkn7"><li class="css-14x4878">Practice Quiz: An Introduction to Data Warehouses, Data Marts, and Data Lakes<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>10 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Module 1 Graded Quiz: An Introduction to Data Warehouses, Data Marts, and Data Lakes<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>18 minutes</span></span><span class="css-1v1xxas"></span></li></ul></div><div class="css-15ko5n9"><div class="css-5a2hyw"><h5 class="css-h81u6c"><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-46" class="css-0"><path fill-rule="evenodd" clip-rule="evenodd" d="M0 2.596h7.928v2.728a2.465 2.465 0 004.93 0V2.596h5.95V8.53h1.722a3.47 3.47 0 110 6.94h-1.722v5.934h-5.95v-2.728a2.465 2.465 0 00-4.93 0v2.728H0v-6.94h2.728a2.465 2.465 0 000-4.928H0v-6.94zm1.005 1.005v4.93h1.723a3.47 3.47 0 010 6.939H1.005v4.929h5.918v-1.723a3.47 3.47 0 016.94 0v1.723h3.94v-5.935h2.727a2.464 2.464 0 100-4.928h-2.728V3.6h-3.94v1.723a3.47 3.47 0 01-6.939 0V3.601H1.005z" fill="currentColor"></path></svg><span>2 plugins</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span>Total 10 minutes</span></h5></div><ul class="css-1xgnkn7"><li class="css-14x4878">Helpful Tips for Course Completion<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>5 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Reading: Watsonx.data <span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>5 minutes</span></span><span class="css-1v1xxas"></span></li></ul></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div><div class="cds-AccordionGroup-itemSpacing" data-testid="accordion-item"><div class="css-1pe5kh6"><div class="cds-AccordionRoot-focusContainer"><div class="cds-AccordionRoot-container cds-AccordionRoot-silent" id="cds-react-aria-47"><div><button class="cds-149 cds-button-disableElevation cds-button-ghost css-116z5m0" tabindex="0" type="button" aria-expanded="false"><span class="cds-button-label"><span class="css-k9ijpa"><span><div class="css-yllq6p"><div class="css-zwlk01"><h3 class="cds-7 css-1pxm1ir cds-9">Designing, Modeling, and Implementing Data Warehouses</h3><div class="css-chglhw"><span>Module 2</span><span aria-hidden="true" class="css-1oocsie">•</span><span><span>4 hours</span> to complete</span></div></div></div></span><span aria-hidden="true" class="css-p9hs86">Module details</span></span><span class="cds-button-endIcon"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" id="cds-react-aria-48" class="css-19e2cig"><path fill-rule="evenodd" clip-rule="evenodd" d="M10 14.293L1.354 5.646l-.708.708L10 15.707l9.354-9.353-.707-.708L10 14.293z" fill="currentColor"></path></svg></span></span></button></div><div class="cds-165 cds-167" style="min-height:0px"><div class="cds-168"><div class="cds-169"><div aria-labelledby="cds-react-aria-47-accordion-header" id="cds-react-aria-47-accordion-panel" role="region"><div class="css-yam6t"><div><p class=" css-4s48ix">In this knowledge-packed module, you’ll explore general and reference enterprise data warehousing architecture. You’ll discover how data cubes relate to star schemas. Then, you’ll learn how to slice, dice, drill up or down, roll up, and pivot relative to data cubes. Next, you will examine the capabilities of materialized views, their benefits, and how to apply them. You’ll learn how a data organization using facts and dimensions and their related tables organizes information. Then, you will explore how to use normalization to create a snowflake schema as an extension of the star schema. You will also learn about populating a data warehouse, incremental data updates, verifying data, querying data, and interpreting an entity-relationship diagram for a star schema. Finally, the module will delve into the creation of a materialized view, the application of cube and rollup options, and examine the advantages organizations gain from implementing staging.</p><div class="css-15ko5n9"><div class="css-5a2hyw"><h4 class=" css-6ecy9b">What's included</h4></div><p class="css-kqm948"><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-49" class="css-0"><g clip-path="url(#cds-react-aria-49_0)" fill-rule="evenodd" clip-rule="evenodd" fill="currentColor"><path d="M12 1.5C6.201 1.5 1.5 6.201 1.5 12S6.201 22.5 12 22.5 22.5 17.799 22.5 12 17.799 1.5 12 1.5zM.5 12C.5 5.649 5.649.5 12 .5S23.5 5.649 23.5 12 18.351 23.5 12 23.5.5 18.351.5 12z"></path><path d="M8.36 5.589L18.431 12 8.36 18.411V5.589zm1 1.822v9.178L16.569 12 9.36 7.411z"></path></g><defs><clipPath id="cds-react-aria-49_0"><path fill="#fff" d="M0 0h24v24H0z"></path></clipPath></defs></svg><span>8 videos</span></span><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-50" class="css-0"><g clip-path="url(#cds-react-aria-50_0)" fill-rule="evenodd" clip-rule="evenodd" fill="currentColor"><path d="M12 1.5C6.201 1.5 1.5 6.201 1.5 12S6.201 22.5 12 22.5 22.5 17.799 22.5 12 17.799 1.5 12 1.5zM.5 12C.5 5.649 5.649.5 12 .5S23.5 5.649 23.5 12 18.351 23.5 12 23.5.5 18.351.5 12z"></path><path d="M5.21 7.57h5.238l.019.001a2.2 2.2 0 012.032 2.032l.001.019v8.668l-1 .027a2 2 0 00-1.874-1.887H5.21V7.57zm1 1v6.86h3.457a3 3 0 011.833.757V9.66a1.2 1.2 0 00-1.09-1.09h-4.2z"></path><path d="M13.552 7.57h5.238v8.86h-4.415a2.01 2.01 0 00-1.876 1.889l-.999-.029V9.64h.5l-.499-.037a2.2 2.2 0 012.032-2.032l.019-.001zM12.5 9.66v6.531a3.01 3.01 0 011.831-.76l.014-.001h3.445V8.57h-4.2a1.2 1.2 0 00-1.09 1.09z"></path></g><defs><clipPath id="cds-react-aria-50_0"><path fill="#fff" d="M0 0h24v24H0z"></path></clipPath></defs></svg><span>4 readings</span></span><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-51" class="css-0"><g clip-path="url(#cds-react-aria-51_0)" fill="currentColor"><path fill-rule="evenodd" clip-rule="evenodd" d="M12 1.5C6.201 1.5 1.5 6.201 1.5 12S6.201 22.5 12 22.5 22.5 17.799 22.5 12 17.799 1.5 12 1.5zM.5 12C.5 5.649 5.649.5 12 .5S23.5 5.649 23.5 12 18.351 23.5 12 23.5.5 18.351.5 12z"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M13.565 9.5v.09h1.156v.917H9.306V9.5h4.26z"></path><path d="M14.721 12H9.306v1.007h5.415V12zM14.721 14.5H9.306v1.007h5.415V14.5z"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M6.5 18.5v-13h7.065l3.962 4.09v8.91H6.5zm1.007-1.007h9.014V10.5h-3.83V6.507H7.507v10.986zm6.058-10.747V9.59h2.669l-2.669-2.844z"></path></g><defs><clipPath id="cds-react-aria-51_0"><path fill="#fff" d="M0 0h24v24H0z"></path></clipPath></defs></svg><span>2 assignments</span></span><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-52" class="css-0"><g clip-path="url(#cds-react-aria-52_0)" fill-rule="evenodd" clip-rule="evenodd" fill="currentColor"><path d="M17 7h-4.21V6H18v5.21h-1V7z"></path><path d="M17.854 6.854l-6.29 6.29-.708-.708 6.29-6.29.708.708z"></path><path d="M6.79 7.57h3.64v1H7.79v7.64h7.64v-2.64h1v3.64H6.79V7.57z"></path><path d="M12 1.5C6.201 1.5 1.5 6.201 1.5 12S6.201 22.5 12 22.5 22.5 17.799 22.5 12 17.799 1.5 12 1.5zM.5 12C.5 5.649 5.649.5 12 .5S23.5 5.649 23.5 12 18.351 23.5 12 23.5.5 18.351.5 12z"></path></g><defs><clipPath id="cds-react-aria-52_0"><path fill="#fff" d="M0 0h24v24H0z"></path></clipPath></defs></svg><span>5 app items</span></span></p><div id="cds-react-aria-53" aria-label="Info about module content" class="css-1i4q5rf"><button class="cds-149 cds-ShowMoreContainer-ctaButton cds-button-disableElevation cds-button-ghost css-1s96oj" tabindex="0" type="button" aria-controls="cds-react-aria-53-content" aria-expanded="false" aria-label="Info about module content" id="cds-react-aria-53-cta"><span class="cds-button-label"><span class="cds-button-startIcon"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="cds-ShowMoreContainer-ctaIcon css-0" id="cds-react-aria-54"><path fill-rule="evenodd" clip-rule="evenodd" d="M11.293 8L4.646 1.354l.708-.708L12.707 8l-7.353 7.354-.708-.707L11.293 8z" fill="currentColor"></path></svg></span>Show info about module content</span></button><div class="cds-165 cds-167" style="min-height:0px"><div class="cds-168"><div class="cds-169"><div aria-hidden="true" aria-labelledby="cds-react-aria-53-cta" class="cds-ShowMoreContainer-content cds-ShowMoreContainer-silent" id="cds-react-aria-53-content" role="region"><div class="css-15ko5n9"><div class="css-5a2hyw"><h5 class="css-h81u6c"><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-55" class="css-0"><g clip-path="url(#cds-react-aria-55_0)" fill-rule="evenodd" clip-rule="evenodd" fill="currentColor"><path d="M12 1.5C6.201 1.5 1.5 6.201 1.5 12S6.201 22.5 12 22.5 22.5 17.799 22.5 12 17.799 1.5 12 1.5zM.5 12C.5 5.649 5.649.5 12 .5S23.5 5.649 23.5 12 18.351 23.5 12 23.5.5 18.351.5 12z"></path><path d="M8.36 5.589L18.431 12 8.36 18.411V5.589zm1 1.822v9.178L16.569 12 9.36 7.411z"></path></g><defs><clipPath id="cds-react-aria-55_0"><path fill="#fff" d="M0 0h24v24H0z"></path></clipPath></defs></svg><span>8 videos</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span>Total 56 minutes</span></h5></div><ul class="css-1xgnkn7"><li class="css-14x4878">Overview of Data Warehouse Architectures <span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>5 minutes</span></span><span><span aria-hidden="true" class="css-1oocsie">•</span><a data-click-key="unified_description_page.consumer_course_page.click.syllabus_item_link" data-click-value="{"href":"/lecture/data-warehouse-fundamentals/overview-of-data-warehouse-architectures-uGhEu","name":"Overview of Data Warehouse Architectures ","namespace":{"action":"click","app":"unified_description_page","component":"syllabus_item_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="syllabus_item_link" data-track-href="/lecture/data-warehouse-fundamentals/overview-of-data-warehouse-architectures-uGhEu" href="/lecture/data-warehouse-fundamentals/overview-of-data-warehouse-architectures-uGhEu" to="/lecture/data-warehouse-fundamentals/overview-of-data-warehouse-architectures-uGhEu" class="css-1p52tnk" target="_blank" rel="noopener noreferrer">Preview module</a></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Cubes, Rollups, and Materialized Views and Tables<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>7 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Facts and Dimensional Modeling<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>6 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Data Modeling using Star and Snowflake Schemas<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>6 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Staging Areas for Data Warehouses<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>4 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Verify Data Quality<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>7 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Populating a Data Warehouse<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>8 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Querying the Data<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>8 minutes</span></span><span class="css-1v1xxas"></span></li></ul></div><div class="css-15ko5n9"><div class="css-5a2hyw"><h5 class="css-h81u6c"><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-56" class="css-0"><g clip-path="url(#cds-react-aria-56_0)" fill-rule="evenodd" clip-rule="evenodd" fill="currentColor"><path d="M12 1.5C6.201 1.5 1.5 6.201 1.5 12S6.201 22.5 12 22.5 22.5 17.799 22.5 12 17.799 1.5 12 1.5zM.5 12C.5 5.649 5.649.5 12 .5S23.5 5.649 23.5 12 18.351 23.5 12 23.5.5 18.351.5 12z"></path><path d="M5.21 7.57h5.238l.019.001a2.2 2.2 0 012.032 2.032l.001.019v8.668l-1 .027a2 2 0 00-1.874-1.887H5.21V7.57zm1 1v6.86h3.457a3 3 0 011.833.757V9.66a1.2 1.2 0 00-1.09-1.09h-4.2z"></path><path d="M13.552 7.57h5.238v8.86h-4.415a2.01 2.01 0 00-1.876 1.889l-.999-.029V9.64h.5l-.499-.037a2.2 2.2 0 012.032-2.032l.019-.001zM12.5 9.66v6.531a3.01 3.01 0 011.831-.76l.014-.001h3.445V8.57h-4.2a1.2 1.2 0 00-1.09 1.09z"></path></g><defs><clipPath id="cds-react-aria-56_0"><path fill="#fff" d="M0 0h24v24H0z"></path></clipPath></defs></svg><span>4 readings</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span>Total 32 minutes</span></h5></div><ul class="css-1xgnkn7"><li class="css-14x4878">Grouping Sets in SQL<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>10 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Understanding Slowly Changing Dimensions (SCD)<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>10 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Data Warehousing with Star and Snowflake schemas<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>10 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Module 2 Summary: Designing, Modeling and Implementing Data Warehouses<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>2 minutes</span></span><span class="css-1v1xxas"></span></li></ul></div><div class="css-15ko5n9"><div class="css-5a2hyw"><h5 class="css-h81u6c"><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-57" class="css-0"><g clip-path="url(#cds-react-aria-57_0)" fill="currentColor"><path fill-rule="evenodd" clip-rule="evenodd" d="M12 1.5C6.201 1.5 1.5 6.201 1.5 12S6.201 22.5 12 22.5 22.5 17.799 22.5 12 17.799 1.5 12 1.5zM.5 12C.5 5.649 5.649.5 12 .5S23.5 5.649 23.5 12 18.351 23.5 12 23.5.5 18.351.5 12z"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M13.565 9.5v.09h1.156v.917H9.306V9.5h4.26z"></path><path d="M14.721 12H9.306v1.007h5.415V12zM14.721 14.5H9.306v1.007h5.415V14.5z"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M6.5 18.5v-13h7.065l3.962 4.09v8.91H6.5zm1.007-1.007h9.014V10.5h-3.83V6.507H7.507v10.986zm6.058-10.747V9.59h2.669l-2.669-2.844z"></path></g><defs><clipPath id="cds-react-aria-57_0"><path fill="#fff" d="M0 0h24v24H0z"></path></clipPath></defs></svg><span>2 assignments</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span>Total 28 minutes</span></h5></div><ul class="css-1xgnkn7"><li class="css-14x4878">Practice Quiz: Designing, Modeling and Implementing Data Warehouses<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>10 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Module 2 Graded Quiz: Designing, Modeling and Implementing Data Warehouses<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>18 minutes</span></span><span class="css-1v1xxas"></span></li></ul></div><div class="css-15ko5n9"><div class="css-5a2hyw"><h5 class="css-h81u6c"><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-58" class="css-0"><g clip-path="url(#cds-react-aria-58_0)" fill-rule="evenodd" clip-rule="evenodd" fill="currentColor"><path d="M17 7h-4.21V6H18v5.21h-1V7z"></path><path d="M17.854 6.854l-6.29 6.29-.708-.708 6.29-6.29.708.708z"></path><path d="M6.79 7.57h3.64v1H7.79v7.64h7.64v-2.64h1v3.64H6.79V7.57z"></path><path d="M12 1.5C6.201 1.5 1.5 6.201 1.5 12S6.201 22.5 12 22.5 22.5 17.799 22.5 12 17.799 1.5 12 1.5zM.5 12C.5 5.649 5.649.5 12 .5S23.5 5.649 23.5 12 18.351 23.5 12 23.5.5 18.351.5 12z"></path></g><defs><clipPath id="cds-react-aria-58_0"><path fill="#fff" d="M0 0h24v24H0z"></path></clipPath></defs></svg><span>5 app items</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span>Total 180 minutes</span></h5></div><ul class="css-1xgnkn7"><li class="css-14x4878">Hands-on Lab: Working with Facts and Dimension Tables<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>30 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Hands-on Lab: Setting up a Staging Area<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>30 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Hands-on Lab: Verifying Data Quality for a Data Warehouse<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>30 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Hands-on Lab: Populating a Data Warehouse using PostgreSQL<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>60 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Hands-On Lab: Querying the Data Warehouse using PostgreSQL (Cubes, Rollups, Grouping Sets and Materialized Views)<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>30 minutes</span></span><span class="css-1v1xxas"></span></li></ul></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div><div class="cds-AccordionGroup-itemSpacing" data-testid="accordion-item"><div class="css-1pe5kh6"><div class="cds-AccordionRoot-focusContainer"><div class="cds-AccordionRoot-container cds-AccordionRoot-silent" id="cds-react-aria-59"><div><button class="cds-149 cds-button-disableElevation cds-button-ghost css-116z5m0" tabindex="0" type="button" aria-expanded="false"><span class="cds-button-label"><span class="css-k9ijpa"><span><div class="css-yllq6p"><div class="css-zwlk01"><h3 class="cds-7 css-1pxm1ir cds-9">Final Assignment and Final Quiz</h3><div class="css-chglhw"><span>Module 3</span><span aria-hidden="true" class="css-1oocsie">•</span><span><span>9 hours</span> to complete</span></div></div></div></span><span aria-hidden="true" class="css-p9hs86">Module details</span></span><span class="cds-button-endIcon"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" id="cds-react-aria-60" class="css-19e2cig"><path fill-rule="evenodd" clip-rule="evenodd" d="M10 14.293L1.354 5.646l-.708.708L10 15.707l9.354-9.353-.707-.708L10 14.293z" fill="currentColor"></path></svg></span></span></button></div><div class="cds-165 cds-167" style="min-height:0px"><div class="cds-168"><div class="cds-169"><div aria-labelledby="cds-react-aria-59-accordion-header" id="cds-react-aria-59-accordion-panel" role="region"><div class="css-yam6t"><div><p class=" css-4s48ix">In this module, you’ll complete your practice project and final course project, which bring together concepts and practices you previously learned in the first two modules. In the final project, you will design and load data into a data warehouse using facts and dimension tables. Then you’ll write aggregation queries using cube and rollup functions and create a materialized view. In the optional lesson, you will explore the workings of IBM Db2 data warehouse system architecture, view use cases, and understand the key capabilities and integrations available with IBM Db2 Warehouse. The hands-on labs in this lesson will enable you to gain practical knowledge on how to create a Db2 service instance, how to populate a data warehouse using IBM Db2, how to query the data warehouse using IBM Db2.</p><div class="css-15ko5n9"><div class="css-5a2hyw"><h4 class=" css-6ecy9b">What's included</h4></div><p class="css-kqm948"><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-61" class="css-0"><g clip-path="url(#cds-react-aria-61_0)" fill-rule="evenodd" clip-rule="evenodd" fill="currentColor"><path d="M12 1.5C6.201 1.5 1.5 6.201 1.5 12S6.201 22.5 12 22.5 22.5 17.799 22.5 12 17.799 1.5 12 1.5zM.5 12C.5 5.649 5.649.5 12 .5S23.5 5.649 23.5 12 18.351 23.5 12 23.5.5 18.351.5 12z"></path><path d="M8.36 5.589L18.431 12 8.36 18.411V5.589zm1 1.822v9.178L16.569 12 9.36 7.411z"></path></g><defs><clipPath id="cds-react-aria-61_0"><path fill="#fff" d="M0 0h24v24H0z"></path></clipPath></defs></svg><span>1 video</span></span><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-62" class="css-0"><g clip-path="url(#cds-react-aria-62_0)" fill-rule="evenodd" clip-rule="evenodd" fill="currentColor"><path d="M12 1.5C6.201 1.5 1.5 6.201 1.5 12S6.201 22.5 12 22.5 22.5 17.799 22.5 12 17.799 1.5 12 1.5zM.5 12C.5 5.649 5.649.5 12 .5S23.5 5.649 23.5 12 18.351 23.5 12 23.5.5 18.351.5 12z"></path><path d="M5.21 7.57h5.238l.019.001a2.2 2.2 0 012.032 2.032l.001.019v8.668l-1 .027a2 2 0 00-1.874-1.887H5.21V7.57zm1 1v6.86h3.457a3 3 0 011.833.757V9.66a1.2 1.2 0 00-1.09-1.09h-4.2z"></path><path d="M13.552 7.57h5.238v8.86h-4.415a2.01 2.01 0 00-1.876 1.889l-.999-.029V9.64h.5l-.499-.037a2.2 2.2 0 012.032-2.032l.019-.001zM12.5 9.66v6.531a3.01 3.01 0 011.831-.76l.014-.001h3.445V8.57h-4.2a1.2 1.2 0 00-1.09 1.09z"></path></g><defs><clipPath id="cds-react-aria-62_0"><path fill="#fff" d="M0 0h24v24H0z"></path></clipPath></defs></svg><span>5 readings</span></span><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-63" class="css-0"><g clip-path="url(#cds-react-aria-63_0)" fill="currentColor"><path fill-rule="evenodd" clip-rule="evenodd" d="M12 1.5C6.201 1.5 1.5 6.201 1.5 12S6.201 22.5 12 22.5 22.5 17.799 22.5 12 17.799 1.5 12 1.5zM.5 12C.5 5.649 5.649.5 12 .5S23.5 5.649 23.5 12 18.351 23.5 12 23.5.5 18.351.5 12z"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M13.565 9.5v.09h1.156v.917H9.306V9.5h4.26z"></path><path d="M14.721 12H9.306v1.007h5.415V12zM14.721 14.5H9.306v1.007h5.415V14.5z"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M6.5 18.5v-13h7.065l3.962 4.09v8.91H6.5zm1.007-1.007h9.014V10.5h-3.83V6.507H7.507v10.986zm6.058-10.747V9.59h2.669l-2.669-2.844z"></path></g><defs><clipPath id="cds-react-aria-63_0"><path fill="#fff" d="M0 0h24v24H0z"></path></clipPath></defs></svg><span>1 assignment</span></span><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-64" class="css-0"><path fill-rule="evenodd" clip-rule="evenodd" d="M20.7 18.22c1.175.855 1.8 2.139 1.8 3.78a.5.5 0 01-.5.5h-4.5v-1h3.976c-.11-1.1-.59-1.907-1.364-2.47C19.2 18.365 17.82 18 16 18v-1c1.93 0 3.55.384 4.7 1.22zM4.751 16.276a.5.5 0 01.514.01 5.16 5.16 0 005.47 0 .5.5 0 01.514-.01l.218.124c.669.377 1.428.806 2.005 1.628.646.921 1.028 2.272 1.028 4.472h-1c0-2.1-.368-3.214-.847-3.898-.431-.616-.98-.935-1.648-1.314a6.16 6.16 0 01-6.01 0c-.667.38-1.217.698-1.648 1.314-.48.684-.847 1.798-.847 3.898h-1c0-2.2.382-3.55 1.028-4.472.577-.822 1.336-1.25 2.005-1.628l.218-.124zM17.5 10.4c-1.095 0-2 .908-2 2.05s.905 2.05 2 2.05 2-.908 2-2.05-.905-2.05-2-2.05zm-3 2.05c0-1.675 1.334-3.05 3-3.05s3 1.375 3 3.05c0 1.675-1.334 3.05-3 3.05s-3-1.375-3-3.05zM8 9a2.5 2.5 0 100 5 2.5 2.5 0 000-5zm-3.5 2.5a3.5 3.5 0 117 0 3.5 3.5 0 01-7 0zM10.891 1.753L8.31 6.145 5.568 4.273l.564-.826L7.99 4.715l2.039-3.468.862.506zM20.122 3.323l-2.57 4.391-2.753-1.87.562-.828 1.868 1.27 2.03-3.469.863.506z" fill="currentColor"></path></svg><span>1 peer review</span></span><span class="css-1gn6gmm"><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"><g clip-path="url(#cds-react-aria-65_0)" fill-rule="evenodd" clip-rule="evenodd" fill="currentColor"><path d="M17 7h-4.21V6H18v5.21h-1V7z"></path><path d="M17.854 6.854l-6.29 6.29-.708-.708 6.29-6.29.708.708z"></path><path d="M6.79 7.57h3.64v1H7.79v7.64h7.64v-2.64h1v3.64H6.79V7.57z"></path><path d="M12 1.5C6.201 1.5 1.5 6.201 1.5 12S6.201 22.5 12 22.5 22.5 17.799 22.5 12 17.799 1.5 12 1.5zM.5 12C.5 5.649 5.649.5 12 .5S23.5 5.649 23.5 12 18.351 23.5 12 23.5.5 18.351.5 12z"></path></g><defs><clipPath id="cds-react-aria-65_0"><path fill="#fff" d="M0 0h24v24H0z"></path></clipPath></defs></svg><span>5 app items</span></span><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-66" class="css-0"><path fill-rule="evenodd" clip-rule="evenodd" d="M0 2.596h7.928v2.728a2.465 2.465 0 004.93 0V2.596h5.95V8.53h1.722a3.47 3.47 0 110 6.94h-1.722v5.934h-5.95v-2.728a2.465 2.465 0 00-4.93 0v2.728H0v-6.94h2.728a2.465 2.465 0 000-4.928H0v-6.94zm1.005 1.005v4.93h1.723a3.47 3.47 0 010 6.939H1.005v4.929h5.918v-1.723a3.47 3.47 0 016.94 0v1.723h3.94v-5.935h2.727a2.464 2.464 0 100-4.928h-2.728V3.6h-3.94v1.723a3.47 3.47 0 01-6.939 0V3.601H1.005z" fill="currentColor"></path></svg><span>5 plugins</span></span></p><div id="cds-react-aria-67" aria-label="Info about module content" class="css-1i4q5rf"><button class="cds-149 cds-ShowMoreContainer-ctaButton cds-button-disableElevation cds-button-ghost css-1s96oj" tabindex="0" type="button" aria-controls="cds-react-aria-67-content" aria-expanded="false" aria-label="Info about module content" id="cds-react-aria-67-cta"><span class="cds-button-label"><span class="cds-button-startIcon"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="cds-ShowMoreContainer-ctaIcon css-0" id="cds-react-aria-68"><path fill-rule="evenodd" clip-rule="evenodd" d="M11.293 8L4.646 1.354l.708-.708L12.707 8l-7.353 7.354-.708-.707L11.293 8z" fill="currentColor"></path></svg></span>Show info about module content</span></button><div class="cds-165 cds-167" style="min-height:0px"><div class="cds-168"><div class="cds-169"><div aria-hidden="true" aria-labelledby="cds-react-aria-67-cta" class="cds-ShowMoreContainer-content cds-ShowMoreContainer-silent" id="cds-react-aria-67-content" role="region"><div class="css-15ko5n9"><div class="css-5a2hyw"><h5 class="css-h81u6c"><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-69" class="css-0"><g clip-path="url(#cds-react-aria-69_0)" fill-rule="evenodd" clip-rule="evenodd" fill="currentColor"><path d="M12 1.5C6.201 1.5 1.5 6.201 1.5 12S6.201 22.5 12 22.5 22.5 17.799 22.5 12 17.799 1.5 12 1.5zM.5 12C.5 5.649 5.649.5 12 .5S23.5 5.649 23.5 12 18.351 23.5 12 23.5.5 18.351.5 12z"></path><path d="M8.36 5.589L18.431 12 8.36 18.411V5.589zm1 1.822v9.178L16.569 12 9.36 7.411z"></path></g><defs><clipPath id="cds-react-aria-69_0"><path fill="#fff" d="M0 0h24v24H0z"></path></clipPath></defs></svg><span>1 video</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span>Total 4 minutes</span></h5></div><ul class="css-1xgnkn7"><li class="css-14x4878">Course Wrap-Up<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>4 minutes</span></span><span><span aria-hidden="true" class="css-1oocsie">•</span><a data-click-key="unified_description_page.consumer_course_page.click.syllabus_item_link" data-click-value="{"href":"/lecture/data-warehouse-fundamentals/course-wrap-up-lkd6v","name":"Course Wrap-Up","namespace":{"action":"click","app":"unified_description_page","component":"syllabus_item_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="syllabus_item_link" data-track-href="/lecture/data-warehouse-fundamentals/course-wrap-up-lkd6v" href="/lecture/data-warehouse-fundamentals/course-wrap-up-lkd6v" to="/lecture/data-warehouse-fundamentals/course-wrap-up-lkd6v" class="css-1p52tnk" target="_blank" rel="noopener noreferrer">Preview module</a></span><span class="css-1v1xxas"></span></li></ul></div><div class="css-15ko5n9"><div class="css-5a2hyw"><h5 class="css-h81u6c"><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-70" class="css-0"><g clip-path="url(#cds-react-aria-70_0)" fill-rule="evenodd" clip-rule="evenodd" fill="currentColor"><path d="M12 1.5C6.201 1.5 1.5 6.201 1.5 12S6.201 22.5 12 22.5 22.5 17.799 22.5 12 17.799 1.5 12 1.5zM.5 12C.5 5.649 5.649.5 12 .5S23.5 5.649 23.5 12 18.351 23.5 12 23.5.5 18.351.5 12z"></path><path d="M5.21 7.57h5.238l.019.001a2.2 2.2 0 012.032 2.032l.001.019v8.668l-1 .027a2 2 0 00-1.874-1.887H5.21V7.57zm1 1v6.86h3.457a3 3 0 011.833.757V9.66a1.2 1.2 0 00-1.09-1.09h-4.2z"></path><path d="M13.552 7.57h5.238v8.86h-4.415a2.01 2.01 0 00-1.876 1.889l-.999-.029V9.64h.5l-.499-.037a2.2 2.2 0 012.032-2.032l.019-.001zM12.5 9.66v6.531a3.01 3.01 0 011.831-.76l.014-.001h3.445V8.57h-4.2a1.2 1.2 0 00-1.09 1.09z"></path></g><defs><clipPath id="cds-react-aria-70_0"><path fill="#fff" d="M0 0h24v24H0z"></path></clipPath></defs></svg><span>5 readings</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span>Total 14 minutes</span></h5></div><ul class="css-1xgnkn7"><li class="css-14x4878">Practice Project Overview<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>5 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Final Project Overview<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>3 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Congrats & Next Steps<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>2 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Team & Acknowledgements<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>2 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">About this optional lesson<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>2 minutes</span></span><span class="css-1v1xxas"></span></li></ul></div><div class="css-15ko5n9"><div class="css-5a2hyw"><h5 class="css-h81u6c"><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-71" class="css-0"><g clip-path="url(#cds-react-aria-71_0)" fill="currentColor"><path fill-rule="evenodd" clip-rule="evenodd" d="M12 1.5C6.201 1.5 1.5 6.201 1.5 12S6.201 22.5 12 22.5 22.5 17.799 22.5 12 17.799 1.5 12 1.5zM.5 12C.5 5.649 5.649.5 12 .5S23.5 5.649 23.5 12 18.351 23.5 12 23.5.5 18.351.5 12z"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M13.565 9.5v.09h1.156v.917H9.306V9.5h4.26z"></path><path d="M14.721 12H9.306v1.007h5.415V12zM14.721 14.5H9.306v1.007h5.415V14.5z"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M6.5 18.5v-13h7.065l3.962 4.09v8.91H6.5zm1.007-1.007h9.014V10.5h-3.83V6.507H7.507v10.986zm6.058-10.747V9.59h2.669l-2.669-2.844z"></path></g><defs><clipPath id="cds-react-aria-71_0"><path fill="#fff" d="M0 0h24v24H0z"></path></clipPath></defs></svg><span>1 assignment</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span>Total 60 minutes</span></h5></div><ul class="css-1xgnkn7"><li class="css-14x4878">Final Quiz <span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>60 minutes</span></span><span class="css-1v1xxas"></span></li></ul></div><div class="css-15ko5n9"><div class="css-5a2hyw"><h5 class="css-h81u6c"><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-72" class="css-0"><path fill-rule="evenodd" clip-rule="evenodd" d="M20.7 18.22c1.175.855 1.8 2.139 1.8 3.78a.5.5 0 01-.5.5h-4.5v-1h3.976c-.11-1.1-.59-1.907-1.364-2.47C19.2 18.365 17.82 18 16 18v-1c1.93 0 3.55.384 4.7 1.22zM4.751 16.276a.5.5 0 01.514.01 5.16 5.16 0 005.47 0 .5.5 0 01.514-.01l.218.124c.669.377 1.428.806 2.005 1.628.646.921 1.028 2.272 1.028 4.472h-1c0-2.1-.368-3.214-.847-3.898-.431-.616-.98-.935-1.648-1.314a6.16 6.16 0 01-6.01 0c-.667.38-1.217.698-1.648 1.314-.48.684-.847 1.798-.847 3.898h-1c0-2.2.382-3.55 1.028-4.472.577-.822 1.336-1.25 2.005-1.628l.218-.124zM17.5 10.4c-1.095 0-2 .908-2 2.05s.905 2.05 2 2.05 2-.908 2-2.05-.905-2.05-2-2.05zm-3 2.05c0-1.675 1.334-3.05 3-3.05s3 1.375 3 3.05c0 1.675-1.334 3.05-3 3.05s-3-1.375-3-3.05zM8 9a2.5 2.5 0 100 5 2.5 2.5 0 000-5zm-3.5 2.5a3.5 3.5 0 117 0 3.5 3.5 0 01-7 0zM10.891 1.753L8.31 6.145 5.568 4.273l.564-.826L7.99 4.715l2.039-3.468.862.506zM20.122 3.323l-2.57 4.391-2.753-1.87.562-.828 1.868 1.27 2.03-3.469.863.506z" fill="currentColor"></path></svg><span>1 peer review</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span>Total 60 minutes</span></h5></div><ul class="css-1xgnkn7"><li class="css-14x4878">Peer Review: Project Submission<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>60 minutes</span></span><span class="css-1v1xxas"></span></li></ul></div><div class="css-15ko5n9"><div class="css-5a2hyw"><h5 class="css-h81u6c"><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-73" class="css-0"><g clip-path="url(#cds-react-aria-73_0)" fill-rule="evenodd" clip-rule="evenodd" fill="currentColor"><path d="M17 7h-4.21V6H18v5.21h-1V7z"></path><path d="M17.854 6.854l-6.29 6.29-.708-.708 6.29-6.29.708.708z"></path><path d="M6.79 7.57h3.64v1H7.79v7.64h7.64v-2.64h1v3.64H6.79V7.57z"></path><path d="M12 1.5C6.201 1.5 1.5 6.201 1.5 12S6.201 22.5 12 22.5 22.5 17.799 22.5 12 17.799 1.5 12 1.5zM.5 12C.5 5.649 5.649.5 12 .5S23.5 5.649 23.5 12 18.351 23.5 12 23.5.5 18.351.5 12z"></path></g><defs><clipPath id="cds-react-aria-73_0"><path fill="#fff" d="M0 0h24v24H0z"></path></clipPath></defs></svg><span>5 app items</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span>Total 345 minutes</span></h5></div><ul class="css-1xgnkn7"><li class="css-14x4878">Practice Project: Introduction to Data Warehousing<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>90 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Final Assignment: Data Warehouse Fundamentals<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>90 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Obtain IBM Cloud Feature Code and Activate Trial Account<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>60 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Hands-on Lab: Populating a Data Warehouse using IBM Db2<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>15 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Hands-on Lab: Final Assignment using IBM Db2<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>90 minutes</span></span><span class="css-1v1xxas"></span></li></ul></div><div class="css-15ko5n9"><div class="css-5a2hyw"><h5 class="css-h81u6c"><span class="css-1gn6gmm"><svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" id="cds-react-aria-74" class="css-0"><path fill-rule="evenodd" clip-rule="evenodd" d="M0 2.596h7.928v2.728a2.465 2.465 0 004.93 0V2.596h5.95V8.53h1.722a3.47 3.47 0 110 6.94h-1.722v5.934h-5.95v-2.728a2.465 2.465 0 00-4.93 0v2.728H0v-6.94h2.728a2.465 2.465 0 000-4.928H0v-6.94zm1.005 1.005v4.93h1.723a3.47 3.47 0 010 6.939H1.005v4.929h5.918v-1.723a3.47 3.47 0 016.94 0v1.723h3.94v-5.935h2.727a2.464 2.464 0 100-4.928h-2.728V3.6h-3.94v1.723a3.47 3.47 0 01-6.939 0V3.601H1.005z" fill="currentColor"></path></svg><span>5 plugins</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span>Total 80 minutes</span></h5></div><ul class="css-1xgnkn7"><li class="css-14x4878">Reading: Identify Requirements for your Analytics System<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>5 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Hands-on Lab: Create Db2 service instance and Get started with the Db2 console<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>15 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Hands-on Lab: Create Db2 Service Credentials<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>15 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Hands-on Lab: Querying the Data Warehouse using IBM Db2 (Cubes, Rollups, Grouping Sets and Materialized Views)<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>15 minutes</span></span><span class="css-1v1xxas"></span></li><li class="css-14x4878">Hands-on Lab: Analyzing Db2 Data With Cognos Analytics<span aria-hidden="true" class="css-1oocsie">•</span><span class="css-4aiera"><span>30 minutes</span></span><span class="css-1v1xxas"></span></li></ul></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-92 cds-113 cds-126"><div class="css-pas860"><div class="css-132y21x"><div class="css-xs8kz1"><h3 class="cds-7 cds-Typography-base css-h1jogs cds-9"><span>Instructors</span></h3><div class="css-m0iu9z"><div class="css-re0p9s"><span class=" css-kimdhf">Instructor ratings</span><button class="cds-149 cds-button-disableElevation cds-button-ghost css-csj005" tabindex="0" type="button" aria-label="Information about instructor ratings"><span class="cds-button-label"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" id="cds-react-aria-75" class="css-0"><path d="M8 1a7 7 0 100 14A7 7 0 008 1zm0 1.67a1.16 1.16 0 11.06 2.32A1.16 1.16 0 018 2.67zm2.5 10.21h-5v-2H7V8H5.5V6H9v4.89h1.5v1.99z" fill="currentColor"></path></svg></span></button><div role="presentation" dir="ltr" id="cds-react-aria-76" class="css-1gq8bzo" style="position:fixed;z-index:10000;right:0;bottom:0;top:0;left:0;visibility:hidden"><div class="cds-163 cds-Modal-backdrop" aria-hidden="true" style="opacity:0;visibility:hidden"></div><div tabindex="0" data-test="sentinelStart"></div><div class="cds-Modal-container" style="opacity:0;visibility:hidden"><div data-focus-lock-disabled="disabled"><div aria-modal="true" aria-describedby="dialog-content-90cde65b-f37a-41f9-da8f-7fa83d75d0ea" aria-labelledby="cds-react-aria-76-headingGroup" class="cds-Dialog-dialog" role="dialog"><div class="css-1lqbpgq"><button class="cds-149 cds-button-disableElevation cds-button-ghost css-1s96oj" tabindex="0" type="button"><span class="cds-button-label">Close<span class="cds-button-endIcon"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" id="cds-react-aria-77" class="css-0"><path fill-rule="evenodd" clip-rule="evenodd" d="M13.585 14.353l-11.94-12 .71-.706 11.94 12-.71.706z" fill="currentColor"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M14.344 2.353l-11.99 12-.708-.706 11.99-12 .708.706z" fill="currentColor"></path></svg></span></span></button></div><div data-testid="scroll-container" class="css-k0ld8m"><div id="cds-react-aria-76-headingGroup" class="css-1xq57z9"><h2 class=" css-tlf8h5">Instructor ratings</h2></div><div id="dialog-content-90cde65b-f37a-41f9-da8f-7fa83d75d0ea" class="css-11krhap"><p class=" css-4s48ix">We asked all learners to give feedback on our instructors based on the quality of their teaching style.</p></div><div class="css-1hllf5q"><button class="cds-149 cds-button-disableElevation cds-button-primary css-1aoqo4t" tabindex="0" type="button"><span class="cds-button-label">OK</span></button></div></div></div></div></div><div tabindex="0" data-test="sentinelEnd"></div></div></div><span class="css-13ciukr"><span class="css-15ld0c5">4.4 <svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="css-1emwiuz" id="cds-react-aria-78"><path d="M18.33 7.65a1 1 0 00-.85-.39h-4.93l-1.67-5.12a1 1 0 00-.49-.55.94.94 0 00-.72 0 1 1 0 00-.58.59L7.4 7.26H2.47a1 1 0 00-1 .91 1 1 0 00.35.77l4.23 3.22-1.59 5.12a1 1 0 00.64 1.18 1 1 0 00.84-.16L10 15.16l4.06 3.13a.93.93 0 00.59.21h.1a.942.942 0 00.63-.35.91.91 0 00.16-.88l-1.63-5.11L18.11 9a.93.93 0 00.22-1.35z" fill="currentColor"></path></svg></span><span class="css-1f9ufav">(<span>31 ratings</span>)</span></span></div></div><div class="css-1f454bp"><div class="css-1oiads2"><div class="css-1f95hav"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera-instructor-photos.s3.amazonaws.com/49/4df941de044993a7530127686f06d1/Ramesh-Image.jpg?auto=format%2Ccompress&dpr=1&w=75&h=75&fit=crop" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera-instructor-photos.s3.amazonaws.com/49/4df941de044993a7530127686f06d1/Ramesh-Image.jpg?auto=format%2Ccompress&dpr=2&w=75&h=75&fit=crop 2x, https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera-instructor-photos.s3.amazonaws.com/49/4df941de044993a7530127686f06d1/Ramesh-Image.jpg?auto=format%2Ccompress&dpr=3&w=75&h=75&fit=crop 3x" class="css-1hhx4js" style="max-width:75px;max-height:75px" alt="Ramesh Sannareddy"/></div><div><div><a data-click-key="unified_description_page.consumer_course_page.click.hero_instructor" data-click-value="{"href":"/instructor/~75088416","namespace":{"action":"click","app":"unified_description_page","component":"hero_instructor","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="hero_instructor" data-track-href="/instructor/~75088416" href="/instructor/~75088416" to="/instructor/~75088416" class="cds-7 cds-1 cds-3 css-1yholzq cds-30"><span class=" css-6ecy9b">Ramesh Sannareddy</span></a></div><div class=" css-kimdhf">IBM</div><div class="css-1dd751w"><span class=" css-kimdhf"><span>12 Courses</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span class=" css-kimdhf"><span>329,325 learners</span></span></div></div></div></div><button data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="syllabus_instructors_more" class="cds-149 cds-button-disableElevation cds-button-ghost css-i5kwq2" tabindex="0" role="button" type="button"><span class="cds-button-label">View all 2 instructors</span></button><div role="presentation" dir="ltr" id="cds-react-aria-79" class="css-bhx7nn" style="position:fixed;z-index:10000;right:0;bottom:0;top:0;left:0;visibility:hidden"><div class="cds-163 cds-Modal-backdrop" aria-hidden="true" style="opacity:0;visibility:hidden"></div><div tabindex="0" data-test="sentinelStart"></div><div class="cds-Modal-container" style="opacity:0;visibility:hidden"><div data-focus-lock-disabled="disabled"><div aria-modal="true" aria-describedby="dialog-content-c47e6229-60ee-4d2f-edac-73e79caa08a3" aria-labelledby="cds-react-aria-79-headingGroup" class="cds-Dialog-dialog" role="dialog"><div class="css-1lqbpgq"><button class="cds-149 cds-button-disableElevation cds-button-ghost css-1s96oj" tabindex="0" type="button"><span class="cds-button-label">Close<span class="cds-button-endIcon"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" id="cds-react-aria-80" class="css-0"><path fill-rule="evenodd" clip-rule="evenodd" d="M13.585 14.353l-11.94-12 .71-.706 11.94 12-.71.706z" fill="currentColor"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M14.344 2.353l-11.99 12-.708-.706 11.99-12 .708.706z" fill="currentColor"></path></svg></span></span></button></div><div data-testid="scroll-container" class="css-k0ld8m"><div id="cds-react-aria-79-headingGroup" class="css-1xq57z9"><h2 class=" css-tlf8h5">Instructors</h2></div><div id="dialog-content-c47e6229-60ee-4d2f-edac-73e79caa08a3" class="css-11krhap"><div class="css-m7ki0s" id="cds-react-aria-81"><div class="cds-ContextualHelp-container"><div class="cds-ContextualHelp-label"><p class=" css-4s48ix">Instructor ratings</p></div><button class="cds-149 cds-ContextualHelp-helpToggleButton css-1wk81cj" tabindex="0" type="button" aria-controls="cds-react-aria-81-helpContent" aria-expanded="false" aria-label="Information about the instructor ratings" id="cds-react-aria-81-helpToggleButton"><svg aria-hidden="true" class="cds-ContextualHelpIcon-customHelpIcon css-1wdokyz" id="cds-react-aria-81-contextual-help-icon" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><g class="info-icon"><path class="i-background" d="M18.78,3.23A11,11,0,1,0,23,11,11,11,0,0,0,18.78,3.23Z"></path><rect class="i-top-serif" height="1.99" width="3.62" x="9.38" y="8.71"></rect><rect class="i-bottom-serif" height="1.99" width="5.25" x="9.38" y="16.59"></rect><rect class="i-neck" height="9.8" width="1.99" x="11.2" y="8.8"></rect><circle class="i-dot" cx="12" cy="5.46" r="1.33"></circle><rect class="x-crosspath" height="1.99" width="1.43" x="11.29" y="10.99"></rect></g></svg></button></div><div class="cds-ContextualHelp-helpContent" id="cds-react-aria-81-helpContent"><div class="cds-165 cds-167" style="min-height:0px"><div class="cds-168"><div class="cds-169"><div class="cds-ContextualHelp-tooltipContainer"><div class="cds-ContextualHelp-tooltipContent"><p class=" css-4s48ix">We asked all learners to give feedback on our instructors based on the quality of their teaching style.</p></div><div class="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" aria-label="Close information about the instructor ratings"><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-82" 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="css-guxf6x"><span class="css-13ciukr"><span class="css-1oigsmu">4.4 <svg aria-hidden="true" fill="none" focusable="false" height="24" viewBox="0 0 24 24" width="24" class="css-1emwiuz" id="cds-react-aria-83"><path d="M22.31 9.14a1 1 0 00-.95-.43H15.1L13 2.21a1 1 0 00-.54-.61 1.08 1.08 0 00-.81 0 1.06 1.06 0 00-.65.66L8.84 8.71H2.58a1 1 0 00-1.08 1 1.07 1.07 0 00.4.86l5.34 4.08-2 6.48a1.06 1.06 0 001.66 1.13l5.15-4 5.16 4c.188.15.42.23.66.23h.11a1 1 0 00.7-.38 1 1 0 00.18-1l-2.07-6.46 5.33-4.08a1 1 0 00.19-1.43z" fill="currentColor"></path></svg></span><span class="css-1f9ufav">(<span>31 ratings</span>)</span></span></div><div class="cds-45 css-0 cds-46"><div class="cds-45 css-1gjys39 cds-47 cds-grid-item cds-92 cds-114"><div class="css-1oiads2"><div class="css-1f95hav"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera-instructor-photos.s3.amazonaws.com/49/4df941de044993a7530127686f06d1/Ramesh-Image.jpg?auto=format%2Ccompress&dpr=1&w=75&h=75&fit=crop" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera-instructor-photos.s3.amazonaws.com/49/4df941de044993a7530127686f06d1/Ramesh-Image.jpg?auto=format%2Ccompress&dpr=2&w=75&h=75&fit=crop 2x, https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera-instructor-photos.s3.amazonaws.com/49/4df941de044993a7530127686f06d1/Ramesh-Image.jpg?auto=format%2Ccompress&dpr=3&w=75&h=75&fit=crop 3x" class="css-1hhx4js" style="max-width:75px;max-height:75px" alt="Ramesh Sannareddy"/></div><div><div><a data-click-key="unified_description_page.consumer_course_page.click.hero_instructor" data-click-value="{"href":"/instructor/~75088416","namespace":{"action":"click","app":"unified_description_page","component":"hero_instructor","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="hero_instructor" data-track-href="/instructor/~75088416" href="/instructor/~75088416" to="/instructor/~75088416" class="cds-7 cds-1 cds-3 css-1yholzq cds-30"><span class=" css-6ecy9b">Ramesh Sannareddy</span></a></div><div class=" css-kimdhf">IBM</div><div class="css-1dd751w"><span class=" css-kimdhf"><span>12 Courses</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span class=" css-kimdhf"><span>329,325 learners</span></span></div></div></div></div><div class="cds-45 css-1gjys39 cds-47 cds-grid-item cds-92 cds-114"><div class="css-1oiads2"><div class="css-1f95hav"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera-instructor-photos.s3.amazonaws.com/d6/c2a550312d11e8a1a3b7898153781d/ravahuja.jpg?auto=format%2Ccompress&dpr=1&w=75&h=75&fit=crop" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera-instructor-photos.s3.amazonaws.com/d6/c2a550312d11e8a1a3b7898153781d/ravahuja.jpg?auto=format%2Ccompress&dpr=2&w=75&h=75&fit=crop 2x, https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera-instructor-photos.s3.amazonaws.com/d6/c2a550312d11e8a1a3b7898153781d/ravahuja.jpg?auto=format%2Ccompress&dpr=3&w=75&h=75&fit=crop 3x" class="css-1hhx4js" style="max-width:75px;max-height:75px" alt="Rav Ahuja"/></div><div><div><a data-click-key="unified_description_page.consumer_course_page.click.hero_instructor" data-click-value="{"href":"/instructor/ravahuja","namespace":{"action":"click","app":"unified_description_page","component":"hero_instructor","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="hero_instructor" data-track-href="/instructor/ravahuja" href="/instructor/ravahuja" to="/instructor/ravahuja" class="cds-7 cds-1 cds-3 css-1yholzq cds-30"><span class=" css-6ecy9b">Rav Ahuja</span></a></div><div class=" css-kimdhf">IBM</div><div class="css-1dd751w"><span class=" css-kimdhf"><span>53 Courses</span></span><span aria-hidden="true" class="css-1oocsie">•</span><span class=" css-kimdhf"><span>3,057,507 learners</span></span></div></div></div></div></div></div><div class="css-1hllf5q"><button class="cds-149 cds-button-disableElevation cds-button-primary css-1aoqo4t" tabindex="0" type="button"><span class="cds-button-label">OK</span></button></div></div></div></div></div><div tabindex="0" data-test="sentinelEnd"></div></div></div><div class="css-132y21x"><div class="css-xs8kz1"><h3 class="cds-7 cds-Typography-base css-h1jogs cds-9">Offered by</h3></div><div class="css-1f454bp"><div class="css-1qp74jq"><div class="css-92f171"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/http://coursera-university-assets.s3.amazonaws.com/bb/f5ced2bdd4437aa79f00eb1bf7fbf0/IBM-Logo-Blk---Square.png?auto=format%2Ccompress&dpr=1&w=38&h=38&fit=fill" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/http://coursera-university-assets.s3.amazonaws.com/bb/f5ced2bdd4437aa79f00eb1bf7fbf0/IBM-Logo-Blk---Square.png?auto=format%2Ccompress&dpr=2&w=38&h=38&fit=fill 2x, https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/http://coursera-university-assets.s3.amazonaws.com/bb/f5ced2bdd4437aa79f00eb1bf7fbf0/IBM-Logo-Blk---Square.png?auto=format%2Ccompress&dpr=3&w=38&h=38&fit=fill 3x" style="max-width:38px;max-height:38px" alt=""/></div><div class="css-15g7tpu"><a data-click-key="unified_description_page.consumer_course_page.click.partner" data-click-value="{"href":"/partners/ibm-skills-network","namespace":{"action":"click","app":"unified_description_page","component":"partner","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="partner" data-track-href="/partners/ibm-skills-network" href="/partners/ibm-skills-network" to="/partners/ibm-skills-network" class="cds-7 cds-1 cds-3 css-1stvmzy cds-30"><span class=" css-6ecy9b">IBM</span></a><button data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="syllabus_partner_more" class="cds-149 cds-button-disableElevation cds-button-ghost css-ellzee" tabindex="0" role="button" aria-label="Learn more about IBM" type="button"><span class="cds-button-label">Learn more</span></button></div><div role="presentation" dir="ltr" id="cds-react-aria-84" class="css-bhx7nn" style="position:fixed;z-index:10000;right:0;bottom:0;top:0;left:0;visibility:hidden"><div class="cds-163 cds-Modal-backdrop" aria-hidden="true" style="opacity:0;visibility:hidden"></div><div tabindex="0" data-test="sentinelStart"></div><div class="cds-Modal-container" style="opacity:0;visibility:hidden"><div data-focus-lock-disabled="disabled"><div aria-modal="true" aria-describedby="dialog-content-c1e1bbfb-45fa-4c10-eff8-29ea1daee257" aria-labelledby="cds-react-aria-84-headingGroup" class="cds-Dialog-dialog" role="dialog"><div class="css-1lqbpgq"><button class="cds-149 cds-button-disableElevation cds-button-ghost css-1s96oj" tabindex="0" type="button"><span class="cds-button-label">Close<span class="cds-button-endIcon"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" id="cds-react-aria-85" class="css-0"><path fill-rule="evenodd" clip-rule="evenodd" d="M13.585 14.353l-11.94-12 .71-.706 11.94 12-.71.706z" fill="currentColor"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M14.344 2.353l-11.99 12-.708-.706 11.99-12 .708.706z" fill="currentColor"></path></svg></span></span></button></div><div data-testid="scroll-container" class="css-k0ld8m"><div id="cds-react-aria-84-headingGroup" class="css-1xq57z9"><h2 class=" css-tlf8h5">Offered by</h2></div><div id="dialog-content-c1e1bbfb-45fa-4c10-eff8-29ea1daee257" class="css-11krhap"><div class="css-jbr8cm"><div class="css-10gtjds"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/http://coursera-university-assets.s3.amazonaws.com/bb/f5ced2bdd4437aa79f00eb1bf7fbf0/IBM-Logo-Blk---Square.png?auto=format%2Ccompress&dpr=1&w=88&h=88&fit=fill" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/http://coursera-university-assets.s3.amazonaws.com/bb/f5ced2bdd4437aa79f00eb1bf7fbf0/IBM-Logo-Blk---Square.png?auto=format%2Ccompress&dpr=2&w=88&h=88&fit=fill 2x, https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/http://coursera-university-assets.s3.amazonaws.com/bb/f5ced2bdd4437aa79f00eb1bf7fbf0/IBM-Logo-Blk---Square.png?auto=format%2Ccompress&dpr=3&w=88&h=88&fit=fill 3x" style="max-width:88px;max-height:88px" alt=""/></div><div class="css-14f7f6h"><a data-click-key="unified_description_page.consumer_course_page.click.partner" data-click-value="{"href":"/partners/ibm-skills-network","namespace":{"action":"click","app":"unified_description_page","component":"partner","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="partner" data-track-href="/partners/ibm-skills-network" href="/partners/ibm-skills-network" to="/partners/ibm-skills-network" class="cds-7 cds-1 cds-3 css-1stvmzy cds-30"><span class="cds-7 cds-Typography-base css-bbd009 cds-9">IBM</span></a><p class=" css-4s48ix">At IBM, we know how rapidly tech evolves and recognize the crucial need for businesses and professionals to build job-ready, hands-on skills quickly. As a market-leading tech innovator, we’re committed to helping you thrive in this dynamic landscape. Through IBM Skills Network, our expertly designed training programs in AI, software development, cybersecurity, data science, business management, and more, provide the essential skills you need to secure your first job, advance your career, or drive business success. Whether you’re upskilling yourself or your team, our courses, Specializations, and Professional Certificates build the technical expertise that ensures you, and your organization, excel in a competitive world. </p></div></div></div><div class="css-1hllf5q"><button class="cds-149 cds-button-disableElevation cds-button-primary css-1aoqo4t" tabindex="0" type="button"><span class="cds-button-label">OK</span></button></div></div></div></div></div><div tabindex="0" data-test="sentinelEnd"></div></div></div></div></div></div></div></div></div></div></div><div><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="recommendations_module" role="presentation"><div id="recommendations" class="css-1cps6el"><div><div class="cds-37 css-1cxrrkn cds-38 cds-43"><div class="cds-45 css-1kspkkz cds-46"><div class="cds-45 css-0 cds-47 cds-grid-item cds-92"><h3 class="cds-7 css-xbvivd cds-9"><span>Recommended if 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data-track-page="consumer_course_page" data-track-action="click" data-track-component="collection_product_card" data-track-href="/learn/business-intelligence-data-warehousing" href="/learn/business-intelligence-data-warehousing" to="/learn/business-intelligence-data-warehousing" class="cds-7 cds-1 cds-3 cds-CommonCard-titleLink css-si869u cds-30" id="cds-react-aria-90-product-card-title" aria-label="Business intelligence and data warehousing Course by Universidad Nacional Autónoma de México,"><h3 class="cds-CommonCard-title css-6ecy9b">Business intelligence and data warehousing</h3></a></div></div><div class="cds-ProductCard-footer"><div class="cds-CommonCard-category"></div><div class="cds-CommonCard-ratings"></div><div class="cds-CommonCard-metadata"><p class=" css-vac8rf">Course</p></div></div></div></div></div></div></div></div></li></ul><div class="ShowMoreGridSection-button-wrapper css-1uzylyx"><button class="cds-149 cds-button-disableElevation cds-button-secondary css-1pddt1l" 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cds-111"><div class="css-1el78bw"><div class="css-zy587f"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/growth_testimonials/passionate_learner/Felipe_Moitta.png?auto=format%2Ccompress&dpr=1&w=64&h=64&fit=crop" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/growth_testimonials/passionate_learner/Felipe_Moitta.png?auto=format%2Ccompress&dpr=2&w=64&h=64&fit=crop 2x, https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/growth_testimonials/passionate_learner/Felipe_Moitta.png?auto=format%2Ccompress&dpr=3&w=64&h=64&fit=crop 3x" class="css-1080lsv" style="max-width:64px;max-height:64px" alt=""/><div><div class=" css-6ecy9b">Felipe M.</div><div class=" css-1ena9as">Learner since 2018</div></div></div><div class=" css-1ena9as"><span>"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."</span></div></div></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-111"><div class="css-1el78bw"><div class="css-zy587f"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/growth_testimonials/passionate_learner/Jennifer_John.png?auto=format%2Ccompress&dpr=1&w=64&h=64&fit=crop" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/growth_testimonials/passionate_learner/Jennifer_John.png?auto=format%2Ccompress&dpr=2&w=64&h=64&fit=crop 2x, https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/growth_testimonials/passionate_learner/Jennifer_John.png?auto=format%2Ccompress&dpr=3&w=64&h=64&fit=crop 3x" class="css-1080lsv" style="max-width:64px;max-height:64px" alt=""/><div><div class=" css-6ecy9b">Jennifer J.</div><div class=" css-1ena9as">Learner since 2020</div></div></div><div class=" css-1ena9as"><span>"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."</span></div></div></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-111"><div class="css-1el78bw"><div class="css-zy587f"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/growth_testimonials/passionate_learner/Larry_Tao_Wang_1.png?auto=format%2Ccompress&dpr=1&w=64&h=64&fit=crop" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/growth_testimonials/passionate_learner/Larry_Tao_Wang_1.png?auto=format%2Ccompress&dpr=2&w=64&h=64&fit=crop 2x, https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/growth_testimonials/passionate_learner/Larry_Tao_Wang_1.png?auto=format%2Ccompress&dpr=3&w=64&h=64&fit=crop 3x" class="css-1080lsv" style="max-width:64px;max-height:64px" alt=""/><div><div class=" css-6ecy9b">Larry W.</div><div class=" css-1ena9as">Learner since 2021</div></div></div><div class=" css-1ena9as"><span>"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."</span></div></div></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-111"><div class="css-1el78bw"><div class="css-zy587f"><img src="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/growth_testimonials/passionate_learner/Chaitanya_Anand.png?auto=format%2Ccompress&dpr=1&w=64&h=64&fit=crop" srcSet="https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/growth_testimonials/passionate_learner/Chaitanya_Anand.png?auto=format%2Ccompress&dpr=2&w=64&h=64&fit=crop 2x, https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://coursera_assets.s3.amazonaws.com/growth_testimonials/passionate_learner/Chaitanya_Anand.png?auto=format%2Ccompress&dpr=3&w=64&h=64&fit=crop 3x" class="css-1080lsv" style="max-width:64px;max-height:64px" alt=""/><div><div class=" css-6ecy9b">Chaitanya A.</div></div></div><div class=" css-1ena9as"><span>"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."</span></div></div></div></div></div></div></div><div class="cds-45 css-d7c5ti cds-47 cds-grid-item cds-92"></div></div></div></div></div></div><div id="reviews" class="css-1cps6el"><div><div><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="reviews_module" role="presentation"><div class="cds-37 css-1cxrrkn cds-38 cds-43"><div class="cds-45 css-1kspkkz cds-46"><div class="cds-45 css-14oa9hf cds-46 cds-47 cds-grid-item cds-120"><div class="cds-45 css-0 cds-47 cds-grid-item cds-112"><h2 class="cds-7 cds-Typography-base css-h1jogs cds-9">Learner reviews</h2></div><div class="cds-45 css-0 cds-47 cds-grid-item cds-116"><p class=" css-1ena9as">Showing 3 of 190</p></div></div><div class="cds-45 css-1pjys1a cds-46 cds-47 cds-grid-item cds-120"><div class="cds-45 css-0 cds-47 cds-grid-item cds-112"><span class="css-1yn2rvo"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="css-r08g73" id="cds-react-aria-91"><path d="M18.33 7.65a1 1 0 00-.85-.39h-4.93l-1.67-5.12a1 1 0 00-.49-.55.94.94 0 00-.72 0 1 1 0 00-.58.59L7.4 7.26H2.47a1 1 0 00-1 .91 1 1 0 00.35.77l4.23 3.22-1.59 5.12a1 1 0 00.64 1.18 1 1 0 00.84-.16L10 15.16l4.06 3.13a.93.93 0 00.59.21h.1a.942.942 0 00.63-.35.91.91 0 00.16-.88l-1.63-5.11L18.11 9a.93.93 0 00.22-1.35z" fill="currentColor"></path></svg><span class="cds-7 cds-Typography-base css-bbd009 cds-9">4.4</span><p class="css-1crf7el"><span><span>190</span> reviews</span></p></span><div data-unit="reviews-bar-graph" data-testid="reviews-bar-graph"><ul class="css-1e07j81"><li class="css-1xgm7zn"><span class="css-nutdox"><span class=" css-6ecy9b">5 stars</span></span><span class="css-s3lkrs"></span><span class="css-18sav04"><div class="css-kr9s5j"><div class="css-1hwiix"></div></div></span><span class="css-s3lkrs"></span><span class="css-106vu41"><p class=" css-kimdhf"><span>73.33%</span></p></span></li><li class="css-1xgm7zn"><span class="css-nutdox"><span class=" css-6ecy9b">4 stars</span></span><span class="css-s3lkrs"></span><span class="css-18sav04"><div class="css-kr9s5j"><div class="css-1b2vxnb"></div></div></span><span class="css-s3lkrs"></span><span class="css-106vu41"><p class=" css-kimdhf"><span>11.28%</span></p></span></li><li class="css-1xgm7zn"><span class="css-nutdox"><span class=" css-6ecy9b">3 stars</span></span><span class="css-s3lkrs"></span><span class="css-18sav04"><div class="css-kr9s5j"><div class="css-1hogn4b"></div></div></span><span class="css-s3lkrs"></span><span class="css-106vu41"><p class=" css-kimdhf"><span>6.15%</span></p></span></li><li class="css-1xgm7zn"><span class="css-nutdox"><span class=" css-6ecy9b">2 stars</span></span><span class="css-s3lkrs"></span><span class="css-18sav04"><div class="css-kr9s5j"><div class="css-g74xrk"></div></div></span><span class="css-s3lkrs"></span><span class="css-106vu41"><p class=" css-kimdhf"><span>2.56%</span></p></span></li><li class="css-1xgm7zn"><span class="css-nutdox"><span class=" css-6ecy9b">1 star</span></span><span class="css-s3lkrs"></span><span class="css-18sav04"><div class="css-kr9s5j"><div class="css-1nwa8j8"></div></div></span><span class="css-s3lkrs"></span><span class="css-106vu41"><p class=" css-kimdhf"><span>6.66%</span></p></span></li></ul></div></div><div class="cds-45 css-1g7o4vo cds-47 cds-grid-item cds-116"><div class="css-lgbalw"><div class="css-1diqd9m"><div class="cds-7 cds-Typography-base css-1oqze1z cds-9" aria-hidden="true">P</div></div><div class="css-n220f0"><div class=" css-6ecy9b">PM</div></div><div class="css-12sixi4"><span class="css-1mdv9e0"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-150iewi" id="cds-react-aria-92"><path d="M14.35 6.17a.81.81 0 00-.75-.35H10L8.78 2.06a.88.88 0 00-.43-.48.84.84 0 00-.64 0 .85.85 0 00-.51.52L6 5.82H2.36a.89.89 0 00-.6.23.82.82 0 00.06 1.25l3.09 2.37-1.19 3.76a.83.83 0 00.57 1 .819.819 0 00.71-.11L8 12l3 2.29a.78.78 0 00.52.19h.09a.88.88 0 00.56-.31.85.85 0 00.14-.78l-1.2-3.74 3.08-2.36a.83.83 0 00.16-1.12z" fill="currentColor"></path></svg><span class="css-1pp65a0">4</span><p class=" css-kimdhf">Reviewed on Mar 30, 2023</p></span><div class="css-10jtpc0"><div class="rc-TogglableContent about-section collapsed"><div class="content" style="height:65px" aria-hidden="true"><div class="content-inner"><p>practical knowledge as per real time project is more important that is not provided here</p></div></div></div></div></div></div><div class="css-lgbalw"><div class="css-1diqd9m"><div class="cds-7 cds-Typography-base css-1oqze1z cds-9" aria-hidden="true">D</div></div><div class="css-n220f0"><div class=" css-6ecy9b">DL</div></div><div class="css-12sixi4"><span class="css-1mdv9e0"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-150iewi" id="cds-react-aria-93"><path d="M14.35 6.17a.81.81 0 00-.75-.35H10L8.78 2.06a.88.88 0 00-.43-.48.84.84 0 00-.64 0 .85.85 0 00-.51.52L6 5.82H2.36a.89.89 0 00-.6.23.82.82 0 00.06 1.25l3.09 2.37-1.19 3.76a.83.83 0 00.57 1 .819.819 0 00.71-.11L8 12l3 2.29a.78.78 0 00.52.19h.09a.88.88 0 00.56-.31.85.85 0 00.14-.78l-1.2-3.74 3.08-2.36a.83.83 0 00.16-1.12z" fill="currentColor"></path></svg><span class="css-1pp65a0">5</span><p class=" css-kimdhf">Reviewed on Sep 15, 2023</p></span><div class="css-10jtpc0"><div class="rc-TogglableContent about-section collapsed"><div class="content" style="height:65px" aria-hidden="true"><div class="content-inner"><p>It was awesome experience to Data warehousing and BI analytics</p></div></div></div></div></div></div><div class="css-lgbalw"><div class="css-1diqd9m"><div class="cds-7 cds-Typography-base css-1oqze1z cds-9" aria-hidden="true">S</div></div><div class="css-n220f0"><div class=" css-6ecy9b">SB</div></div><div class="css-12sixi4"><span class="css-1mdv9e0"><svg aria-hidden="true" fill="none" focusable="false" height="16" viewBox="0 0 16 16" width="16" class="css-150iewi" id="cds-react-aria-94"><path d="M14.35 6.17a.81.81 0 00-.75-.35H10L8.78 2.06a.88.88 0 00-.43-.48.84.84 0 00-.64 0 .85.85 0 00-.51.52L6 5.82H2.36a.89.89 0 00-.6.23.82.82 0 00.06 1.25l3.09 2.37-1.19 3.76a.83.83 0 00.57 1 .819.819 0 00.71-.11L8 12l3 2.29a.78.78 0 00.52.19h.09a.88.88 0 00.56-.31.85.85 0 00.14-.78l-1.2-3.74 3.08-2.36a.83.83 0 00.16-1.12z" fill="currentColor"></path></svg><span class="css-1pp65a0">5</span><p class=" css-kimdhf">Reviewed on Jul 18, 2024</p></span><div class="css-10jtpc0"><div class="rc-TogglableContent about-section collapsed"><div class="content" style="height:65px" aria-hidden="true"><div class="content-inner"><p>Well-rounded. 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role="list"><div aria-posinset="1" aria-setsize="3" role="listitem"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="faq_accordion" class="css-d101lu" role="presentation"><div class="css-fgk7n6"><div class="cds-AccordionRoot-focusContainer"><div class="cds-AccordionRoot-container cds-AccordionRoot-silent" id="cds-react-aria-99"><h3 aria-controls="cds-react-aria-99-accordion-panel" class="css-2i5uql"><button class="cds-149 cds-AccordionHeader-button css-1wk81cj" tabindex="0" type="button" aria-expanded="false" id="cds-react-aria-99-accordion-header"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="cds-AccordionHeader-chevron css-0" id="cds-react-aria-100"><path fill-rule="evenodd" clip-rule="evenodd" d="M14.293 10L5.646 1.354l.708-.708L15.707 10l-9.353 9.354-.708-.707L14.293 10z" fill="currentColor"></path></svg><div class="cds-AccordionHeader-content"><div class="cds-AccordionHeader-labelGroup"><span class=" css-6ecy9b">When will I have access to the lectures and assignments?</span></div></div></button></h3><div class="cds-165 cds-167" style="min-height:0px"><div class="cds-168"><div class="cds-169"><div aria-labelledby="cds-react-aria-99-accordion-header" id="cds-react-aria-99-accordion-panel" role="region"><div class="css-gvhm8"><div class="css-i3hxxx"><div class="rc-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>Access to lectures and assignments depends on your type of enrollment. If you take a course in audit mode, you will be able to see most course materials for free. To access graded assignments and to earn a Certificate, you will need to purchase the Certificate experience, during or after your audit. If you don't see the audit option: </span></span></p><ul><li><p><span><span>The course may not offer an audit option. You can try a Free Trial instead, or apply for Financial Aid.</span></span></p></li><li><p><span><span>The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.</span></span></p></li></ul></div></div></div></div></div></div></div></div></div></div></div></div></div><div aria-posinset="2" aria-setsize="3" role="listitem"><div data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="faq_accordion" class="css-d101lu" role="presentation"><div class="css-fgk7n6"><div class="cds-AccordionRoot-focusContainer"><div class="cds-AccordionRoot-container cds-AccordionRoot-silent" id="cds-react-aria-101"><h3 aria-controls="cds-react-aria-101-accordion-panel" class="css-2i5uql"><button class="cds-149 cds-AccordionHeader-button css-1wk81cj" tabindex="0" type="button" aria-expanded="false" id="cds-react-aria-101-accordion-header"><svg aria-hidden="true" fill="none" focusable="false" height="20" viewBox="0 0 20 20" width="20" class="cds-AccordionHeader-chevron css-0" id="cds-react-aria-102"><path fill-rule="evenodd" clip-rule="evenodd" d="M14.293 10L5.646 1.354l.708-.708L15.707 10l-9.353 9.354-.708-.707L14.293 10z" fill="currentColor"></path></svg><div class="cds-AccordionHeader-content"><div class="cds-AccordionHeader-labelGroup"><span class=" css-6ecy9b">What will I get if I subscribe to this Certificate?</span></div></div></button></h3><div class="cds-165 cds-167" style="min-height:0px"><div class="cds-168"><div class="cds-169"><div aria-labelledby="cds-react-aria-101-accordion-header" id="cds-react-aria-101-accordion-panel" role="region"><div class="css-gvhm8"><div class="css-i3hxxx"><div class="rc-CML" dir="auto"><div data-testid="cml-viewer" class="css-1474zrz"><p><span><span>When you enroll in the course, you get access to all of the courses in the Certificate, and you earn a certificate when you complete the work. 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data-track-href="https://www.coursera.org/articles/capm-certification-guide" href="https://www.coursera.org/articles/capm-certification-guide" to="https://www.coursera.org/articles/capm-certification-guide" class="rc-SubFooterSection__content-column-link-text" __typename="Seo_ComponentLink" id="ComponentLink~7e7d5f0136c63ef6cc25568ff774c5b1">What Is the CAPM Certification</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.org/articles","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://www.coursera.org/articles" href="https://www.coursera.org/articles" to="https://www.coursera.org/articles" class="rc-SubFooterSection__content-column-link-text" __typename="Seo_ComponentLink" id="ComponentLink~d5d4d50d544e1765e445f654e6ca684c">Career Insights & Advice Hub</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.org/resources","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://www.coursera.org/resources" href="https://www.coursera.org/resources" to="https://www.coursera.org/resources" class="rc-SubFooterSection__content-column-link-text" __typename="Seo_ComponentLink" id="ComponentLink~e09e213b10ef4bb37bdf6b6c3c573d5f">Career Tools & Resource Hub</a></li></ul></div><div class="cds-45 rc-SubFooterSection lohp-rebrand css-0 cds-47 cds-grid-item cds-97"><p class="rc-SubFooterSection__header lohp-rebrand css-6ecy9b">Coursera</p><ul class="rc-SubFooterSection__content-column-links" role="list"><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"https://about.coursera.org/","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://about.coursera.org/" href="https://about.coursera.org/" to="https://about.coursera.org/" class="rc-SubFooterSection__content-column-link-text">About</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"https://about.coursera.org/how-coursera-works/","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://about.coursera.org/how-coursera-works/" href="https://about.coursera.org/how-coursera-works/" to="https://about.coursera.org/how-coursera-works/" class="rc-SubFooterSection__content-column-link-text">What We Offer</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"https://about.coursera.org/leadership","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://about.coursera.org/leadership" href="https://about.coursera.org/leadership" to="https://about.coursera.org/leadership" class="rc-SubFooterSection__content-column-link-text">Leadership</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"https://careers.coursera.com/","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://careers.coursera.com/" href="https://careers.coursera.com/" to="https://careers.coursera.com/" class="rc-SubFooterSection__content-column-link-text">Careers</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"/browse","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="/browse" href="/browse" to="/browse" class="rc-SubFooterSection__content-column-link-text">Catalog</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"/courseraplus","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="/courseraplus" href="/courseraplus" to="/courseraplus" class="rc-SubFooterSection__content-column-link-text">Coursera Plus</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"/professional-certificate","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="/professional-certificate" href="/professional-certificate" to="/professional-certificate" class="rc-SubFooterSection__content-column-link-text">Professional Certificates</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"/mastertrack","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="/mastertrack" href="/mastertrack" to="/mastertrack" class="rc-SubFooterSection__content-column-link-text">MasterTrack® Certificates</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"/degrees","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="/degrees" href="/degrees" to="/degrees" class="rc-SubFooterSection__content-column-link-text">Degrees</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"/business?utm_campaign=website&utm_content=corp-to-home-footer-for-enterprise&utm_medium=coursera&utm_source=enterprise","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="/business?utm_campaign=website&utm_content=corp-to-home-footer-for-enterprise&utm_medium=coursera&utm_source=enterprise" href="/business?utm_campaign=website&utm_content=corp-to-home-footer-for-enterprise&utm_medium=coursera&utm_source=enterprise" to="/business?utm_campaign=website&utm_content=corp-to-home-footer-for-enterprise&utm_medium=coursera&utm_source=enterprise" class="rc-SubFooterSection__content-column-link-text">For Enterprise</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"/government?utm_campaign=website&utm_content=corp-to-home-footer-for-government&utm_medium=coursera&utm_source=enterprise","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="/government?utm_campaign=website&utm_content=corp-to-home-footer-for-government&utm_medium=coursera&utm_source=enterprise" href="/government?utm_campaign=website&utm_content=corp-to-home-footer-for-government&utm_medium=coursera&utm_source=enterprise" to="/government?utm_campaign=website&utm_content=corp-to-home-footer-for-government&utm_medium=coursera&utm_source=enterprise" class="rc-SubFooterSection__content-column-link-text">For Government</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"/campus?utm_campaign=website&utm_content=corp-to-home-footer-for-campus&utm_medium=coursera&utm_source=enterprise","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="/campus?utm_campaign=website&utm_content=corp-to-home-footer-for-campus&utm_medium=coursera&utm_source=enterprise" href="/campus?utm_campaign=website&utm_content=corp-to-home-footer-for-campus&utm_medium=coursera&utm_source=enterprise" to="/campus?utm_campaign=website&utm_content=corp-to-home-footer-for-campus&utm_medium=coursera&utm_source=enterprise" class="rc-SubFooterSection__content-column-link-text">For Campus</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"https://partnerships.coursera.org/?utm_medium=coursera&utm_source=partnerships&utm_campaign=website&utm_content=corp-to-home-footer-become-a-partner","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://partnerships.coursera.org/?utm_medium=coursera&utm_source=partnerships&utm_campaign=website&utm_content=corp-to-home-footer-become-a-partner" href="https://partnerships.coursera.org/?utm_medium=coursera&utm_source=partnerships&utm_campaign=website&utm_content=corp-to-home-footer-become-a-partner" to="https://partnerships.coursera.org/?utm_medium=coursera&utm_source=partnerships&utm_campaign=website&utm_content=corp-to-home-footer-become-a-partner" class="rc-SubFooterSection__content-column-link-text">Become a Partner</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"/social-impact","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="/social-impact" href="/social-impact" to="/social-impact" class="rc-SubFooterSection__content-column-link-text">Social Impact</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.org/courses?query=free","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://www.coursera.org/courses?query=free" href="https://www.coursera.org/courses?query=free" to="https://www.coursera.org/courses?query=free" class="rc-SubFooterSection__content-column-link-text" __typename="Seo_ComponentLink" id="ComponentLink~09f2f10c10976ef1bd695faec2a91a4c">Free Courses</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.org/explore/ects-credit-recommendation","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://www.coursera.org/explore/ects-credit-recommendation" href="https://www.coursera.org/explore/ects-credit-recommendation" to="https://www.coursera.org/explore/ects-credit-recommendation" class="rc-SubFooterSection__content-column-link-text" __typename="Seo_ComponentLink" id="ComponentLink~ec65139883d0e2169d45f6b64fb6c0dd">ECTS Credit Recommendations</a></li></ul></div><div class="cds-45 rc-SubFooterSection lohp-rebrand css-0 cds-47 cds-grid-item cds-97"><p class="rc-SubFooterSection__header lohp-rebrand css-6ecy9b">Community</p><ul class="rc-SubFooterSection__content-column-links" role="list"><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.community","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://www.coursera.community" href="https://www.coursera.community" to="https://www.coursera.community" class="rc-SubFooterSection__content-column-link-text">Learners</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.org/partners","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://www.coursera.org/partners" href="https://www.coursera.org/partners" to="https://www.coursera.org/partners" class="rc-SubFooterSection__content-column-link-text">Partners</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"https://www.coursera.support/s/article/360000152926-Become-a-Coursera-beta-tester","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://www.coursera.support/s/article/360000152926-Become-a-Coursera-beta-tester" href="https://www.coursera.support/s/article/360000152926-Become-a-Coursera-beta-tester" to="https://www.coursera.support/s/article/360000152926-Become-a-Coursera-beta-tester" class="rc-SubFooterSection__content-column-link-text">Beta Testers</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"https://blog.coursera.org","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://blog.coursera.org" href="https://blog.coursera.org" to="https://blog.coursera.org" class="rc-SubFooterSection__content-column-link-text" target="_blank" rel="noopener noreferrer">Blog</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"https://open.spotify.com/show/58M36bneU7REOofdPZxe6A","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://open.spotify.com/show/58M36bneU7REOofdPZxe6A" href="https://open.spotify.com/show/58M36bneU7REOofdPZxe6A" to="https://open.spotify.com/show/58M36bneU7REOofdPZxe6A" class="rc-SubFooterSection__content-column-link-text">The Coursera Podcast</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"https://medium.com/coursera-engineering","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="https://medium.com/coursera-engineering" href="https://medium.com/coursera-engineering" to="https://medium.com/coursera-engineering" class="rc-SubFooterSection__content-column-link-text" target="_blank" rel="noopener noreferrer">Tech Blog</a></li><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" data-click-value="{"href":"/teaching-center","namespace":{"action":"click","app":"unified_description_page","component":"seo_directory_link","page":"consumer_course_page"},"schema_type":"FRONTEND"}" data-track="true" data-track-app="unified_description_page" data-track-page="consumer_course_page" data-track-action="click" data-track-component="seo_directory_link" data-track-href="/teaching-center" href="/teaching-center" to="/teaching-center" class="rc-SubFooterSection__content-column-link-text" target="_blank" rel="noopener noreferrer">Teaching Center</a></li></ul></div><div class="cds-45 rc-SubFooterSection lohp-rebrand css-0 cds-47 cds-grid-item cds-97"><p class="rc-SubFooterSection__header lohp-rebrand css-6ecy9b">More</p><ul class="rc-SubFooterSection__content-column-links" role="list"><li class="rc-SubFooterSection__content-column-link-item lohp-rebrand" role="listitem"><a data-click-key="unified_description_page.consumer_course_page.click.seo_directory_link" 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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 'xdMr0c97EeuHgw5SCcDQSQ'; })(); </script></body></html>