Data Ethics: Online Courses, Training and Tutorials on LinkedIn Learning

<!DOCTYPE html> <html lang="en"> <head> <meta name="pageKey" content="d_learning_search_guest">  <meta name="locale" content="en_US"> <meta id="config" data-app-version="2.0.2217" data-call-tree-id="AAYn3xN/Jt2N9RYO4yWgTg==" data-multiproduct-name="learning-guest-frontend" data-service-name="learning-guest-frontend" data-browser-id="e5586978-1b13-48f4-83d9-81b662d6486a" data-enable-page-view-heartbeat-tracking data-page-instance="urn:li:page:learning_search_guest;BLpj4YSvR7K75vwiYXyqKw==" data-disable-jsbeacon-pagekey-suffix="false" data-member-id="0"> <link rel="canonical" href="https://www.linkedin.com/learning/search?keywords=data+ethics">     <link rel="manifest" href="/homepage-guest/manifest.json" crossorigin="use-credentials">  <script> function getDfd() {let yFn,nFn;const p=new Promise(function(y, n){yFn=y;nFn=n;});p.resolve=yFn;p.reject=nFn;return p;} window.lazyloader = getDfd(); window.tracking = getDfd(); window.impressionTracking = getDfd(); window.ingraphTracking = getDfd(); window.appDetection = getDfd(); window.pemTracking = getDfd(); </script>  <link rel="icon" href="https://static.licdn.com/aero-v1/sc/h/444zstxv7s91nepfm5et6ofge"> <title>Data Ethics: Online Courses, Training and Tutorials on LinkedIn Learning</title> <meta name="robots" content="noarchive, noindex, max-image-preview:large"> <meta name="description" content="Learn business, creative, and technology skills to achieve your personal and professional goals. Join today to get access to thousands of courses."> <meta property="og:site_name" content="LinkedIn"> <meta name="twitter:site" content="@LI_Learning"> <meta name="twitter:card" content="summary"> <meta name="litmsProfileName" content="learning-guest-frontend"> <meta property="og:title" content="Data Ethics: Online Courses, Training and Tutorials on LinkedIn Learning"> <meta name="twitter:title" content="Data Ethics: Online Courses, Training and Tutorials on LinkedIn Learning"> <meta property="og:description" content="Learn business, creative, and technology skills to achieve your personal and professional goals. Join today to get access to thousands of courses."> <meta name="twitter:description" content="Learn business, creative, and technology skills to achieve your personal and professional goals. Join today to get access to thousands of courses."> <meta property="og:image" content="https://static.licdn.com/aero-v1/sc/h/50i85klb0hydcf45ieglfsw4w"> <meta property="og:image:alt" content="Woman looking through LinkedIn Learning course icons"> <meta name="twitter:image" content="https://static.licdn.com/aero-v1/sc/h/50i85klb0hydcf45ieglfsw4w"> <meta name="twitter:image:alt" content="Woman looking through LinkedIn Learning course icons"> <meta property="og:url" content="https://www.linkedin.com/learning/search?keywords=data+ethics"> <meta property="og:type" content="website"> <meta name="clientSideIngraphs" content="1" data-gauge-metric-endpoint="/learning-guest/api/ingraphs/gauge" data-counter-metric-endpoint="/learning-guest/api/ingraphs/counter"> <link rel="stylesheet" href="https://static.licdn.com/aero-v1/sc/h/e42lorflv0dwo0dyfpnu8z31h">  </head> <body dir="ltr">  <div class="base-serp-page"> <a href="#main-content" class="skip-link btn-md btn-primary absolute z-11 -top-[100vh] focus:top-0"> Skip to main content </a> <header class="base-serp-page__header global-alert-offset sticky-header"> <nav class="nav pt-1.5 pb-2 flex items-center justify-between relative flex-nowrap babymamabear:py-1.5 nav--minified-mobile " aria-label="Primary"> <a href="https://www.linkedin.com/learning/?trk=learning-serp_nav-header-logo" class="nav__logo-link link-no-visited-state z-1 mr-auto min-h-[52px] flex items-center babybear:z-0 hover:no-underline focus:no-underline active:no-underline babymamabear:mr-3" data-tracking-control-name="learning-serp_nav-header-logo" data-tracking-will-navigate> <div class="learning-logo"> <icon class="learning-logo__inbug onload" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4zqr0f9jf98vi2nkijyc3bex2"></icon> <span class="learning-logo__text" aria-hidden="true">Learning</span> <span class="sr-only">LinkedIn Learning</span> </div> </a> <section class="search-bar relative flex flex-grow h-[40px] bg-cool-gray-20 min-w-0 max-w-full mx-4 rounded-sm babymamabear:mx-0 babymamabear:mb-1.5 babymamabear:bg-color-transparent babymamabear:w-full babymamabear:flex babymamabear:flex-wrap search-bar--minified-mobile" data-current-search-type="LEARNING"> <button class="search-bar__placeholder papabear:hidden text-input w-full mt-1.5 !pl-[14px] border-1 border-solid border-color-border-faint rounded-[2px] h-[40px] max-h-[40px] flex items-center overflow-hidden cursor-text" data-tracking-control-name="learning-serp_search-switcher-opener"> <icon class="text-color-icon w-3 h-3 mr-1" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/397vrsk6op88l4981ji1xe1qt"></icon> <div class="search-bar__full-placeholder font-sans text-md text-color-text max-w-[calc(100%-40px)] text-left whitespace-nowrap overflow-hidden text-ellipsis">  Data Ethics  </div> <span class="sr-only">Expand search</span> </button> <div class="switcher-tabs__trigger-and-tabs babymamabear:flex"> <button aria-expanded="false" class="switcher-tabs__placeholder flex !h-full !py-0 !pl-2 !pr-1.5 border-r-1 border-solid border-r-color-border-faint babymamabear:hidden tab-md papabear:tab-vertical papabear:justify-start cursor-pointer" data-tracking-control-name="learning-serp_switcher-tabs-placeholder" aria-describedby="switcher-description"> <span class="switcher-tabs__placeholder-text m-auto"></span> <icon class="switcher-tabs__caret-down-filled onload pointer-events-none block my-auto min-h-[24px] min-w-[24px] h-[24px] babymamabear:hidden" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/7asbl4deqijhoy3z2ivveispv"></icon> </button> <div id="switcher-description" class="hidden">This button displays the currently selected search type. When expanded it provides a list of search options that will switch the search inputs to match the current selection. </div>  <div class="switcher-tabs hidden z-[1] w-auto min-w-[160px] mb-1.5 py-1 absolute top-[48px] left-0 border-solid border-1 border-color-border-faint papabear:container-raised babymamabear:static babymamabear:w-[100vw] babymamabear:h-[48px] babymamabear:p-0 overflow-y-hidden overflow-x-auto md:overflow-x-hidden"> <ul class="switcher-tabs__list flex flex-1 items-stretch papabear:flex-col" role="tablist"> <li class="switcher-tabs__tab h-[44px] babymamabear:basis-1/2" role="presentation"> <button aria-controls="jobs-search-panel" aria-selected="false" class="switcher-tabs__button w-full h-full tab-md papabear:tab-vertical papabear:justify-start cursor-pointer " data-switcher-type="JOBS" data-tracking-control-name="learning-serp_switcher-tabs-jobs-search-switcher" id="job-switcher-tab" role="tab"> Jobs </button> </li> <li class="switcher-tabs__tab h-[44px] babymamabear:basis-1/2" role="presentation"> <button aria-controls="people-search-panel" aria-selected="false" class="switcher-tabs__button w-full h-full tab-md papabear:tab-vertical papabear:justify-start cursor-pointer " data-switcher-type="PEOPLE" data-tracking-control-name="learning-serp_switcher-tabs-people-search-switcher" id="people-switcher-tab" role="tab"> People </button> </li> <li class="switcher-tabs__tab h-[44px] babymamabear:basis-1/2" role="presentation"> <button aria-controls="learning-search-panel" aria-selected="true" class="switcher-tabs__button w-full h-full tab-md papabear:tab-vertical papabear:justify-start cursor-pointer tab-selected" data-switcher-type="LEARNING" data-tracking-control-name="learning-serp_switcher-tabs-learning-search-switcher" id="learning-switcher-tab" role="tab"> Learning </button> </li> </ul> <button aria-label="Close" class="switcher-tabs__cancel-btn papabear:hidden block w-6 h-6 m-auto text-color-text-low-emphasis" data-tracking-control-name="learning-serp_switcher-tabs-cancel-search-switcher" type="button"> <icon class="switcher-tabs__cancel-icon block w-3 h-3 m-auto onload" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cs55jggk4p3uqh9ozxdmpvjg7"></icon> </button> </div> </div> <section class="base-search-bar w-full h-full" data-searchbar-type="PEOPLE" aria-labelledby="people-switcher-tab" id="people-search-panel" role="tabpanel"> <form class="base-search-bar__form w-full flex babymamabear:mx-mobile-container-padding babymamabear:flex-col" role="search" action="/pub/dir" data-tracking-control-name="learning-serp_people-search-bar_base-search-bar-form"> <section class="dismissable-input text-input !pr-3 bg-color-transparent flex items-center h-[40px] min-w-0 relative babybear:w-full babybear:mb-1 search-input"> <input aria-label="First Name" autocomplete="on" class="dismissable-input__input font-sans text-md text-color-text bg-color-transparent flex items-center flex-1 focus:outline-none placeholder:text-color-text-secondary" data-tracking-control-name="learning-serp_people-search-bar_first-name_dismissable-input" maxlength="500" name="firstName" placeholder="First Name" type="search"> <button class="dismissable-input__button text-color-text h-[40px] min-w-[24px] w-[24px] -mr-2 opacity-0 transition-opacity duration-[0.1s] disabled:invisible focus:opacity-100" data-tracking-control-name="learning-serp_people-search-bar_first-name_dismissable-input-clear" type="button"> <label class="sr-only">Clear text</label> <icon class="dismissable-input__button-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cs55jggk4p3uqh9ozxdmpvjg7"></icon> </button> </section> <section class="dismissable-input text-input !pr-3 bg-color-transparent flex items-center h-[40px] min-w-0 relative babybear:w-full babybear:mb-1 search-input"> <input aria-label="Last Name" autocomplete="on" class="dismissable-input__input font-sans text-md text-color-text bg-color-transparent flex items-center flex-1 focus:outline-none placeholder:text-color-text-secondary" data-tracking-control-name="learning-serp_people-search-bar_last-name_dismissable-input" maxlength="500" name="lastName" placeholder="Last Name" type="search"> <button class="dismissable-input__button text-color-text h-[40px] min-w-[24px] w-[24px] -mr-2 opacity-0 transition-opacity duration-[0.1s] disabled:invisible focus:opacity-100" data-tracking-control-name="learning-serp_people-search-bar_last-name_dismissable-input-clear" type="button"> <label class="sr-only">Clear text</label> <icon class="dismissable-input__button-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cs55jggk4p3uqh9ozxdmpvjg7"></icon> </button> </section> <input name="trk" value="learning-serp_people-search-bar_search-submit" type="hidden"> <button class="base-search-bar__submit-btn block basis-[40px] flex-shrink-0 cursor-pointer babymamabear:invisible babymamabear:ml-[-9999px] babymamabear:w-[1px] babymamabear:h-[1px]" aria-label="Search" data-tracking-control-name="learning-serp_people-search-bar_base-search-bar-search-submit" type="submit"> <icon class="base-search-bar__search-icon onload mx-auto" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cb5bsr4tsn2r4sjg9e3ls4tjl"></icon> </button> </form> </section> <section class="base-search-bar w-full h-full" data-searchbar-type="JOBS" aria-labelledby="job-switcher-tab" id="jobs-search-panel" role="tabpanel"> <form class="base-search-bar__form w-full flex babymamabear:mx-mobile-container-padding babymamabear:flex-col" role="search" action="/jobs/search" data-tracking-control-name="learning-serp_jobs-search-bar_base-search-bar-form"> <code id="i18n_aria_live_text_no-suggestions" style="display: none"></code> <code id="i18n_aria_live_text_one-suggestion" style="display: none"></code> <code id="i18n_aria_live_text_multiple-suggestions" style="display: none"></code> <section class="dismissable-input text-input !pr-3 bg-color-transparent flex items-center h-[40px] min-w-0 relative babybear:w-full babybear:mb-1 typeahead-input keywords-typeahead-input text-input"> <input aria-autocomplete="list" aria-controls="job-search-bar-keywords-typeahead-list" aria-haspopup="listbox" aria-label="Search job titles or companies" autocomplete="off" class="dismissable-input__input font-sans text-md text-color-text bg-color-transparent flex items-center flex-1 focus:outline-none placeholder:text-color-text-secondary" data-tracking-control-name="learning-serp_dismissable-input" id="job-search-bar-keywords" maxlength="500" name="keywords" placeholder="Search job titles or companies" role="combobox" value="Data Ethics" type="search">  <div class="typeahead-input__dropdown container-lined absolute top-[calc(100%+3px)] left-0 w-full rounded-b-md rounded-t-none z-[10] overflow-hidden max-w-none babybear:min-w-full babybear:bottom-0 babybear:overflow-y-auto"> <template class="typeahead-item-template"> <li class="typeahead-input__dropdown-item py-1.5 px-2 hover:cursor-pointer hover:bg-color-surface-new-hover hover:border-y-2 hover:border-solid hover:border-color-container-primary" role="option"> <span class="typeahead-input__dropdown-text font-sans text-sm font-bold text-color-text"></span> </li> </template> <ul class="typeahead-input__dropdown-list w-full" id="job-search-bar-keywords-typeahead-list" role="listbox"></ul> </div>  <button class="dismissable-input__button text-color-text h-[40px] min-w-[24px] w-[24px] -mr-2 opacity-0 transition-opacity duration-[0.1s] disabled:invisible focus:opacity-100" data-tracking-control-name="learning-serp_dismissable-input-clear" type="button"> <label class="sr-only">Clear text</label> <icon class="dismissable-input__button-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cs55jggk4p3uqh9ozxdmpvjg7"></icon> </button> </section>  <code id="i18n_aria_live_text_no-suggestions" style="display: none"></code> <code id="i18n_aria_live_text_one-suggestion" style="display: none"></code> <code id="i18n_aria_live_text_multiple-suggestions" style="display: none"></code> <section class="dismissable-input text-input !pr-3 bg-color-transparent flex items-center h-[40px] min-w-0 relative babybear:w-full babybear:mb-1 typeahead-input location-typeahead-input"> <input aria-autocomplete="list" aria-controls="job-search-bar-location-typeahead-list" aria-haspopup="listbox" aria-label="Location" autocomplete="off" class="dismissable-input__input font-sans text-md text-color-text bg-color-transparent flex items-center flex-1 focus:outline-none placeholder:text-color-text-secondary" data-tracking-control-name="learning-serp_dismissable-input" id="job-search-bar-location" maxlength="500" name="location" placeholder="Location" role="combobox" value="Hong Kong" type="search">  <div class="typeahead-input__dropdown container-lined absolute top-[calc(100%+3px)] left-0 w-full rounded-b-md rounded-t-none z-[10] overflow-hidden max-w-none babybear:min-w-full babybear:bottom-0 babybear:overflow-y-auto"> <template class="typeahead-item-template"> <li class="typeahead-input__dropdown-item py-1.5 px-2 hover:cursor-pointer hover:bg-color-surface-new-hover hover:border-y-2 hover:border-solid hover:border-color-container-primary" role="option"> <span class="typeahead-input__dropdown-text font-sans text-sm font-bold text-color-text"></span> </li> </template> <ul class="typeahead-input__dropdown-list w-full" id="job-search-bar-location-typeahead-list" role="listbox"></ul> </div>  <button class="dismissable-input__button text-color-text h-[40px] min-w-[24px] w-[24px] -mr-2 opacity-0 transition-opacity duration-[0.1s] disabled:invisible focus:opacity-100" data-tracking-control-name="learning-serp_dismissable-input-clear" type="button"> <label class="sr-only">Clear text</label> <icon class="dismissable-input__button-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cs55jggk4p3uqh9ozxdmpvjg7"></icon> </button> </section> <input name="geoId" value="102817007" type="hidden"> <input name="trk" value="learning-serp_jobs-search-bar_search-submit" type="hidden"> <button class="base-search-bar__submit-btn block basis-[40px] flex-shrink-0 cursor-pointer babymamabear:invisible babymamabear:ml-[-9999px] babymamabear:w-[1px] babymamabear:h-[1px]" aria-label="Search" data-tracking-control-name="learning-serp_jobs-search-bar_base-search-bar-search-submit" type="submit"> <icon class="base-search-bar__search-icon onload mx-auto" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cb5bsr4tsn2r4sjg9e3ls4tjl"></icon> </button> </form> </section> <section class="base-search-bar w-full h-full" data-searchbar-type="LEARNING" aria-labelledby="learning-switcher-tab" id="learning-search-panel" role="tabpanel"> <form class="base-search-bar__form w-full flex babymamabear:mx-mobile-container-padding babymamabear:flex-col" role="search" action="/learning/search" data-tracking-control-name="learning-serp_learning-search-bar_base-search-bar-form"> <section class="dismissable-input text-input !pr-3 bg-color-transparent flex items-center h-[40px] min-w-0 relative babybear:w-full babybear:mb-1 search-input"> <input aria-label="Search skills, subjects, or software" autocomplete="on" class="dismissable-input__input font-sans text-md text-color-text bg-color-transparent flex items-center flex-1 focus:outline-none placeholder:text-color-text-secondary" data-tracking-control-name="learning-serp_learning-search-bar_keywords_dismissable-input" maxlength="500" name="keywords" placeholder="Search skills, subjects, or software" value="Data Ethics" type="search"> <button class="dismissable-input__button text-color-text h-[40px] min-w-[24px] w-[24px] -mr-2 opacity-0 transition-opacity duration-[0.1s] disabled:invisible focus:opacity-100" data-tracking-control-name="learning-serp_learning-search-bar_keywords_dismissable-input-clear" type="button"> <label class="sr-only">Clear text</label> <icon class="dismissable-input__button-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cs55jggk4p3uqh9ozxdmpvjg7"></icon> </button> </section> <input class="nav__search-uoo" name="upsellOrderOrigin" type="hidden"> <input name="trk" value="learning-serp_learning-search-bar_search-submit" type="hidden"> <button class="base-search-bar__submit-btn block basis-[40px] flex-shrink-0 cursor-pointer babymamabear:invisible babymamabear:ml-[-9999px] babymamabear:w-[1px] babymamabear:h-[1px]" aria-label="Search" data-tracking-control-name="learning-serp_learning-search-bar_base-search-bar-search-submit" type="submit"> <icon class="base-search-bar__search-icon onload mx-auto" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cb5bsr4tsn2r4sjg9e3ls4tjl"></icon> </button> </form> </section>  <div aria-live="polite" class="search-bar__live-text sr-only" role="status"></div> </section>  <div class="nav__cta-container order-3 flex gap-x-1 justify-end min-w-[100px] flex-nowrap flex-shrink-0 babybear:flex-wrap flex-2 babymamabear:min-w-[50px] "> <a class="nav__button-tertiary btn-md btn-tertiary" href="http://www.linkedin.com/learning/subscription/products?destRedirectURL=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Flearning%2Fsearch%3Fkeywords%3Ddata%2Bethics&trk=learning-serp_nav-header-join&upsellTrk=lil_upsell_nav_subscription" data-tracking-control-name="lil_upsell_nav_subscription" data-tracking-impression-name="lil_upsell_nav_subscription" data-test-live-nav-primary-cta data-tracking-will-navigate> Start free trial </a> <a class="nav__button-secondary btn-md btn-secondary-emphasis" href="https://www.linkedin.com/learning-login/?redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Flearning%2Fsearch%3Fkeywords%3Ddata%2Bethics%26trk%3Dlearning-course_pill-list&fromSignIn=true&trk=learning-serp_nav-header-signin" data-tracking-control-name="learning-serp_nav-header-signin" data-tracking-will-navigate> Sign in </a> <a aria-label="Sign in" class="nav__link-person papabear:hidden mamabear:hidden" data-tracking-control-name="learning-serp_nav-header-signin" data-tracking-will-navigate href="https://www.linkedin.com/learning-login/?redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Flearning%2Fsearch%3Fkeywords%3Ddata%2Bethics%26trk%3Dlearning-course_pill-list&fromSignIn=true&trk=learning-serp_nav-header-signin"> <img class="inline-block relative rounded-[50%] w-4 h-4 bg-color-entity-ghost-background" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </a> </div>   </nav> </header> <section class="base-serp-page__filters-bar"> <div class="base-serp-page__filters"> <div class="search-filters">  <div class="filters filters--desktop"> <form class="filters__form" id="learning-filters" action="https://www.linkedin.com/learning/search" data-tracking-control-name="learning-serp_filters"> <input name="keywords" value="Data Ethics" type="hidden"> <input name="trk" value="learning-course_pill-list" type="hidden"> <input name="didUpdateFilters" value="true" type="hidden"> <ul class="filters__list"> <li class="filter"> <div class="dropdown-to-modal filter__dropdown-to-modal"> <div class="collapsible-dropdown flex items-center relative hyphens-auto"> <button class="filter-button pill flex items-center !min-h-0 filter-button--selected pill-checked filter__dropdown-to-modal-trigger" aria-label="Sort By filter. 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class="search-results-header__count">413</span>Results for "Data Ethics"  </h1>  </div> <ul class="results-list"> <li class="results-list__item"> <div class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-search-card base-search-card--link"> <a class="base-card__full-link absolute top-0 right-0 bottom-0 left-0 p-0 z-[2]" href="https://www.linkedin.com/learning/data-ethics-making-data-driven-decisions-2022?trk=learning-serp_learning-search-card_search-card" data-tracking-control-name="learning-serp_learning-search-card_search-card" data-tracking-will-navigate> <span class="sr-only"> Data Ethics: Making Data-Driven Decisions </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Data Ethics: Making Data-Driven Decisions" data-delayed-url="https://media.licdn.com/dms/image/v2/C560DAQH5bKMkxYAYxA/learning-public-crop_288_512/learning-public-crop_288_512/0/1644606814036?e=2147483647&v=beta&t=v1x3Fdv3mc_5Dj9xYzyJGLRHR02sGfG3InaDCzHnRgc"> <div class="search-entity-media__duration"> 1h 5m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Data Ethics: Making Data-Driven Decisions </h3> <h4 class="base-search-card__subtitle"> By: Doug Rose </h4> <p class="base-search-card__identifier"> Course </p> <div class="base-search-card__metadata"> <span class="base-search-card__metadata-item">25,561 viewers</span> <span class="base-search-card__metadata-item">Released Feb 15, 2022</span> </div> </div>  </div> </li> <li class="results-list__item"> <div class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-search-card base-search-card--link"> <a class="base-card__full-link absolute top-0 right-0 bottom-0 left-0 p-0 z-[2]" href="https://www.linkedin.com/learning/data-ethics-managing-your-private-customer-data?trk=learning-serp_learning-search-card_search-card" data-tracking-control-name="learning-serp_learning-search-card_search-card" data-tracking-will-navigate> <span class="sr-only"> Data Ethics: Managing Your Private Customer Data </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Data Ethics: Managing Your Private Customer Data" data-delayed-url="https://media.licdn.com/dms/image/v2/C4E0DAQHOp_WNGY2FeQ/learning-public-crop_288_512/learning-public-crop_288_512/0/1574790777743?e=2147483647&v=beta&t=oyGGVcz-jXwiR7uBFDOHQiU6M9Oi6U_Nm_oKWZVFsLQ"> <div class="search-entity-media__duration"> 1h 6m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Data Ethics: Managing Your Private Customer Data </h3> <h4 class="base-search-card__subtitle"> By: Doug Rose </h4> <p class="base-search-card__identifier"> Course </p> <div class="base-search-card__metadata"> <span class="base-search-card__metadata-item">40,690 viewers</span> <span class="base-search-card__metadata-item">Released Nov 26, 2019</span> </div> </div>  </div> </li> <li class="results-list__item"> <div class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-search-card base-search-card--link"> <a class="base-card__full-link absolute top-0 right-0 bottom-0 left-0 p-0 z-[2]" href="https://www.linkedin.com/learning/knowledge-graphs-for-generative-ai-use-cases/data-privacy-ethics-regulations-and-standards?trk=learning-serp_learning-search-card_search-card" data-tracking-control-name="learning-serp_learning-search-card_search-card" data-tracking-will-navigate> <span class="sr-only"> Data privacy, ethics, regulations, and standards </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Data privacy, ethics, regulations, and standards" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0DAQFt9GaK39ZaFA/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1725997027875?e=2147483647&v=beta&t=DE0O7dGHnTq7UezZjlj8PZZ-op6BRDGTQ3mGlZyke3g"> <div class="search-entity-media__duration"> 2m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Data privacy, ethics, regulations, and standards </h3> <h4 class="base-search-card__subtitle"> From: Knowledge Graphs for Generative AI Use Cases </h4> <p class="base-search-card__identifier"> Video </p>  </div>  </div> </li> <li class="results-list__item"> <div class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-search-card base-search-card--link"> <a class="base-card__full-link absolute top-0 right-0 bottom-0 left-0 p-0 z-[2]" href="https://www.linkedin.com/learning/data-ethics-watching-out-for-data-misuse?trk=learning-serp_learning-search-card_search-card" data-tracking-control-name="learning-serp_learning-search-card_search-card" data-tracking-will-navigate> <span class="sr-only"> Data Ethics: Watching Out for Data Misuse </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Data Ethics: Watching Out for Data Misuse" data-delayed-url="https://media.licdn.com/dms/image/v2/C560DAQERmbln7meJKw/learning-public-crop_288_512/learning-public-crop_288_512/0/1623697959847?e=2147483647&v=beta&t=wzEwsBvubeIbEBFpNWYB_XdPVd0DQWJT5dF1x0_oxLc"> <div class="search-entity-media__duration"> 58m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Data Ethics: Watching Out for Data Misuse </h3> <h4 class="base-search-card__subtitle"> By: Doug Rose </h4> <p class="base-search-card__identifier"> Course </p> <div class="base-search-card__metadata"> <span class="base-search-card__metadata-item">10,056 viewers</span> <span class="base-search-card__metadata-item">Released Jun 16, 2021</span> </div> </div>  </div> </li> <li class="results-list__item"> <div class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-search-card base-search-card--link"> <a class="base-card__full-link absolute top-0 right-0 bottom-0 left-0 p-0 z-[2]" href="https://www.linkedin.com/learning/redefining-workplace-learning-analytics/what-is-data-ethics?trk=learning-serp_learning-search-card_search-card" data-tracking-control-name="learning-serp_learning-search-card_search-card" data-tracking-will-navigate> <span class="sr-only"> What is data ethics? </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="What is data ethics?" data-delayed-url="https://media.licdn.com/dms/image/v2/C4E0DAQFvknUogGu7rQ/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1586907128159?e=2147483647&v=beta&t=qa6jJxD1Sd7UOjWUIja37dRhCJEieSfXXKil1rD6ZFE"> <div class="search-entity-media__duration"> 4m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> What is data ethics? </h3> <h4 class="base-search-card__subtitle"> From: Redefining Workplace Learning Analytics </h4> <p class="base-search-card__identifier"> Video </p>  </div>  </div> </li> <li class="results-list__item"> <div class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-search-card base-search-card--link"> <a class="base-card__full-link absolute top-0 right-0 bottom-0 left-0 p-0 z-[2]" href="https://www.linkedin.com/learning/a-guide-to-understanding-ethics-in-technology/five-principles-of-data-ethics?trk=learning-serp_learning-search-card_search-card" data-tracking-control-name="learning-serp_learning-search-card_search-card" data-tracking-will-navigate> <span class="sr-only"> Five principles of data ethics </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Five principles of data ethics" data-delayed-url="https://media.licdn.com/dms/image/v2/D560DAQF11PSxCp74gQ/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1707524740374?e=2147483647&v=beta&t=dle8p8mh049TZJymyEgxWKm_F4New2demf7SiB14wMs"> <div class="search-entity-media__duration"> 2m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Five principles of data ethics </h3> <h4 class="base-search-card__subtitle"> From: A Guide to Understanding Ethics in Technology </h4> <p class="base-search-card__identifier"> Video </p>  </div>  </div> </li> <li class="results-list__item"> <div class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-search-card base-search-card--link"> <a class="base-card__full-link absolute top-0 right-0 bottom-0 left-0 p-0 z-[2]" href="https://www.linkedin.com/learning/paths/mastering-data-governance-and-ethics?trk=learning-serp_learning-search-card_search-card" data-tracking-control-name="learning-serp_learning-search-card_search-card" data-tracking-will-navigate> <span class="sr-only"> Mastering Data Governance and Ethics </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Mastering Data Governance and Ethics" data-delayed-url="https://media.licdn.com/dms/image/v2/C4E0DAQFvzh8QP5BaQQ/learning-public-crop_240_432/learning-public-crop_240_432/0/1582672203910?e=2147483647&v=beta&t=qhmka1Fhd_11LiB4NDypZtJpouUjm2KHL8FwlnmUFT0"> <div class="search-entity-media__duration"> 10h 15m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Mastering Data Governance and Ethics </h3>  <p class="base-search-card__identifier"> Learning Path </p>  </div>  </div> </li> <li class="results-list__item"> <div class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-search-card base-search-card--link"> <a class="base-card__full-link absolute top-0 right-0 bottom-0 left-0 p-0 z-[2]" href="https://www.linkedin.com/learning/data-ethics-managing-your-private-customer-data/the-definition-of-data-ethics?trk=learning-serp_learning-search-card_search-card" data-tracking-control-name="learning-serp_learning-search-card_search-card" data-tracking-will-navigate> <span class="sr-only"> The definition of data ethics </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="The definition of data ethics" 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href="https://www.linkedin.com/learning/becoming-a-good-data-science-customer/data-science-code-of-ethics?trk=learning-serp_learning-search-card_search-card" data-tracking-control-name="learning-serp_learning-search-card_search-card" data-tracking-will-navigate> <span class="sr-only"> Data science code of ethics </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Data science code of ethics" data-delayed-url="https://media.licdn.com/dms/image/v2/D560DAQFk-P-A8pfGcQ/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1712009398977?e=2147483647&v=beta&t=AZHM94SvJccmN5EKtclRVEY0I7QbBo_1drBqgbEDZaw"> <div class="search-entity-media__duration"> 2m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Data science code of ethics </h3> <h4 class="base-search-card__subtitle"> From: Becoming a Good Data Science Customer </h4> <p class="base-search-card__identifier"> Video </p>  </div>  </div> </li> <li class="results-list__item"> <div class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-search-card base-search-card--link"> <a class="base-card__full-link absolute top-0 right-0 bottom-0 left-0 p-0 z-[2]" href="https://www.linkedin.com/learning/applied-ai-auditing-in-python/ethical-and-inclusive-data-collection?trk=learning-serp_learning-search-card_search-card" data-tracking-control-name="learning-serp_learning-search-card_search-card" data-tracking-will-navigate> <span class="sr-only"> Ethical and inclusive data collection </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Ethical and inclusive data collection" data-delayed-url="https://media.licdn.com/dms/image/v2/D560DAQGmekj6ZKKeVQ/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1721065303920?e=2147483647&v=beta&t=HRY_8uC_XJdT4PUerjlFKMYZORYlL6bCiwy3nObYmY8"> <div 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href="https://www.linkedin.com/learning/dj-patil-ask-me-anything/is-there-a-data-science-code-of-ethics?trk=learning-serp_learning-search-card_search-card" data-tracking-control-name="learning-serp_learning-search-card_search-card" data-tracking-will-navigate> <span class="sr-only"> Is there a data science code of ethics? </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Is there a data science code of ethics?" data-delayed-url="https://media.licdn.com/dms/image/v2/C4D0DAQGYHXI2OH-0Qg/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1567010974267?e=2147483647&v=beta&t=f2OSoql2fHFa7pEooBGcmqcT8dj95qgk258RqtWFnvU"> <div class="search-entity-media__duration"> 4m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Is there a data science code of ethics? </h3> <h4 class="base-search-card__subtitle"> From: DJ Patil: Ask Me Anything </h4> <p 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base-card--link base-search-card base-search-card--link"> <a class="base-card__full-link absolute top-0 right-0 bottom-0 left-0 p-0 z-[2]" href="https://www.linkedin.com/learning/redefining-workplace-learning-analytics/guidelines-on-ethical-use-of-learner-data?trk=learning-serp_learning-search-card_search-card" data-tracking-control-name="learning-serp_learning-search-card_search-card" data-tracking-will-navigate> <span class="sr-only"> Guidelines on ethical use of learner data </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Guidelines on ethical use of learner data" data-delayed-url="https://media.licdn.com/dms/image/v2/C4E0DAQFvknUogGu7rQ/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1586907128159?e=2147483647&v=beta&t=qa6jJxD1Sd7UOjWUIja37dRhCJEieSfXXKil1rD6ZFE"> <div class="search-entity-media__duration"> 3m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Guidelines on ethical use of learner data </h3> <h4 class="base-search-card__subtitle"> From: Redefining Workplace Learning Analytics </h4> <p class="base-search-card__identifier"> Video </p>  </div>  </div> </li> <li class="results-list__item"> <div class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-search-card base-search-card--link"> <a class="base-card__full-link absolute top-0 right-0 bottom-0 left-0 p-0 z-[2]" href="https://www.linkedin.com/learning/dj-patil-on-data-science-the-ask-me-anything-conversations/is-there-a-data-science-code-of-ethics?trk=learning-serp_learning-search-card_search-card" data-tracking-control-name="learning-serp_learning-search-card_search-card" data-tracking-will-navigate> <span class="sr-only"> Is there a data science code of ethics? </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Is there a data science 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Data </h4> <p class="base-search-card__identifier"> Video </p>  </div>  </div> </li> <li class="results-list__item"> <div class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-search-card base-search-card--link"> <a class="base-card__full-link absolute top-0 right-0 bottom-0 left-0 p-0 z-[2]" href="https://www.linkedin.com/learning/applied-cybersecurity-ethics-privacy-ai-and-emerging-threats/the-ethics-of-biohacking?trk=learning-serp_learning-search-card_search-card" data-tracking-control-name="learning-serp_learning-search-card_search-card" data-tracking-will-navigate> <span class="sr-only"> The ethics of biohacking </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="The ethics of biohacking" 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data-delayed-url="https://media.licdn.com/dms/image/v2/D560DAQEnE2mUK2ogWg/learning-public-crop_288_512/learning-public-crop_288_512/0/1685035572840?e=2147483647&v=beta&t=cIKyGY74ZIODO0MdbFhc7BDjWd5zFAEuF7UBoDVEE7c"> <div class="search-entity-media__duration"> 39m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Ethics in the Age of Generative AI </h3> <h4 class="base-search-card__subtitle"> By: Vilas Dhar </h4> <p class="base-search-card__identifier"> Course </p> <div class="base-search-card__metadata"> <span class="base-search-card__metadata-item">420,098 viewers</span> <span class="base-search-card__metadata-item">Released May 25, 2023</span> </div> </div>  </div> </li> <li class="results-list__item"> <div class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-search-card base-search-card--link"> <a class="base-card__full-link absolute top-0 right-0 bottom-0 left-0 p-0 z-[2]" href="https://www.linkedin.com/learning/introduction-to-ai-governance/setting-up-an-ethics-board?trk=learning-serp_learning-search-card_search-card" data-tracking-control-name="learning-serp_learning-search-card_search-card" data-tracking-will-navigate> <span class="sr-only"> Setting up an ethics board </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Setting up an ethics board" data-delayed-url="https://media.licdn.com/dms/image/v2/D560DAQHc6_dz2wETeg/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1707166447052?e=2147483647&v=beta&t=6_sPQphGy-K_oNvC_225It9xnGmg4G6RipMpJIWFzhU"> <div class="search-entity-media__duration"> 4m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Setting up an ethics board </h3> <h4 class="base-search-card__subtitle"> From: Introduction to AI Governance </h4> <p class="base-search-card__identifier"> Video </p>  </div>  </div> </li> <li class="results-list__item"> <div class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-search-card base-search-card--link"> <a class="base-card__full-link absolute top-0 right-0 bottom-0 left-0 p-0 z-[2]" href="https://www.linkedin.com/learning/tech-on-the-go-ethics-in-cybersecurity/organizational-ethics?trk=learning-serp_learning-search-card_search-card" data-tracking-control-name="learning-serp_learning-search-card_search-card" data-tracking-will-navigate> <span class="sr-only"> Organizational ethics </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Organizational ethics" data-delayed-url="https://media.licdn.com/dms/image/v2/C560DAQE_AD2w4Pu1Aw/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1635272598665?e=2147483647&v=beta&t=1OZFZE_2K-kqiQ6xi4PMx1aprBmoa_MK5OPdAI2RqCQ"> <div class="search-entity-media__duration"> 3m </div>  </div> <div 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href="https://www.linkedin.com/learning/topics/project-management?trk=learning-serp_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-serp_browsemap_link" data-tracking-will-navigate> Project Management </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://www.linkedin.com/learning/topics/sales-3?trk=learning-serp_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-serp_browsemap_link" data-tracking-will-navigate> Sales </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://www.linkedin.com/learning/topics/small-business-and-entrepreneurship?trk=learning-serp_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-serp_browsemap_link" data-tracking-will-navigate> Small Business and Entrepreneurship </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://www.linkedin.com/learning/topics/training-and-education?trk=learning-serp_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-serp_browsemap_link" data-tracking-will-navigate> Training and Education </a> </li> </ul> <a class="link tw-linkster-general-link" aria-label="See all business courses" href="https://www.linkedin.com/learning/topics/business?trk=learning-serp_browsemap_general-link" data-tracking-control-name="learning-serp_browsemap_general-link" data-tracking-will-navigate> See all </a> </div> <div class="flex-1 w-1/2 pt-2 pr-4 pb-4 pl-0 babybear:pb-2 babybear:w-full babybear:border-b-1 babybear:border-solid babybear:border-color-border-low-emphasis babybear:last:border-b-0"> <h3 class="text-md font-bold text-color-text leading-open"> Explore Creative Topics </h3> <ul class="my-1"> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://www.linkedin.com/learning/topics/aec?trk=learning-serp_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-serp_browsemap_link" data-tracking-will-navigate> AEC </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://www.linkedin.com/learning/topics/animation-and-illustration?trk=learning-serp_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-serp_browsemap_link" data-tracking-will-navigate> Animation and Illustration </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://www.linkedin.com/learning/topics/audio-and-music?trk=learning-serp_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-serp_browsemap_link" data-tracking-will-navigate> Audio and Music </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://www.linkedin.com/learning/topics/graphic-design?trk=learning-serp_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-serp_browsemap_link" data-tracking-will-navigate> Graphic Design </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://www.linkedin.com/learning/topics/motion-graphics-and-vfx?trk=learning-serp_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-serp_browsemap_link" data-tracking-will-navigate> Motion Graphics and VFX </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://www.linkedin.com/learning/topics/photography-2?trk=learning-serp_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-serp_browsemap_link" data-tracking-will-navigate> Photography </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://www.linkedin.com/learning/topics/product-and-manufacturing?trk=learning-serp_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-serp_browsemap_link" data-tracking-will-navigate> Product and Manufacturing </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://www.linkedin.com/learning/topics/user-experience?trk=learning-serp_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-serp_browsemap_link" data-tracking-will-navigate> User Experience </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://www.linkedin.com/learning/topics/2015-54?trk=learning-serp_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-serp_browsemap_link" data-tracking-will-navigate> Video </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://www.linkedin.com/learning/topics/visualization-and-real-time?trk=learning-serp_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-serp_browsemap_link" data-tracking-will-navigate> Visualization and Real-Time </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://www.linkedin.com/learning/topics/web-design?trk=learning-serp_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-serp_browsemap_link" data-tracking-will-navigate> Web Design </a> </li> </ul> <a class="link tw-linkster-general-link" aria-label="See all creative courses" href="https://www.linkedin.com/learning/topics/creative?trk=learning-serp_browsemap_general-link" data-tracking-control-name="learning-serp_browsemap_general-link" data-tracking-will-navigate> See all </a> </div> <div class="flex-1 w-1/2 pt-2 pr-4 pb-4 pl-0 babybear:pb-2 babybear:w-full babybear:border-b-1 babybear:border-solid babybear:border-color-border-low-emphasis babybear:last:border-b-0"> <h3 class="text-md font-bold text-color-text leading-open"> Explore Technology Topics </h3> <ul class="my-1"> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://www.linkedin.com/learning/topics/artificial-intelligence?trk=learning-serp_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-serp_browsemap_link" data-tracking-will-navigate> Artificial Intelligence (AI) </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://www.linkedin.com/learning/topics/cloud-computing-5?trk=learning-serp_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-serp_browsemap_link" data-tracking-will-navigate> Cloud Computing </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://www.linkedin.com/learning/topics/security-3?trk=learning-serp_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-serp_browsemap_link" data-tracking-will-navigate> Cybersecurity </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://www.linkedin.com/learning/topics/data-science?trk=learning-serp_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-serp_browsemap_link" data-tracking-will-navigate> Data Science </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://www.linkedin.com/learning/topics/database-management?trk=learning-serp_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-serp_browsemap_link" data-tracking-will-navigate> Database Management </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://www.linkedin.com/learning/topics/devops?trk=learning-serp_browsemap_link" data-js-module-id="link-column-link" 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role="presentation">  <button aria-label="Magyar (Hungarian)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-hu_HU" data-locale="hu_HU" role="menuitem" lang="hu_HU"> Magyar (Hungarian) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Bahasa Indonesia (Indonesian)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-in_ID" data-locale="in_ID" role="menuitem" lang="in_ID"> Bahasa Indonesia (Indonesian) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Italiano (Italian)" 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lang="pa_IN"> ਪੰਜਾਬੀ (Punjabi) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Polski (Polish)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-pl_PL" data-locale="pl_PL" role="menuitem" lang="pl_PL"> Polski (Polish) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Português (Portuguese)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-pt_BR" data-locale="pt_BR" role="menuitem" lang="pt_BR"> Português (Portuguese) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Română (Romanian)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-ro_RO" data-locale="ro_RO" role="menuitem" lang="ro_RO"> Română (Romanian) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Русский (Russian)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-ru_RU" data-locale="ru_RU" role="menuitem" lang="ru_RU"> Русский (Russian) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Svenska (Swedish)" class="font-sans text-xs link 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