Cours en ligne, formations et tutoriels sur LinkedIn Learning

<!DOCTYPE html> <html lang="fr"> <head> <meta name="pageKey" content="d_learning_search_guest">  <meta name="locale" content="fr_FR"> <meta id="config" data-app-version="2.0.2217" data-call-tree-id="AAYnkKdDw4HBz3+G/Ok6YA==" data-multiproduct-name="learning-guest-frontend" data-service-name="learning-guest-frontend" data-browser-id="18b76e66-b253-4dcc-874a-fda7efccf26b" data-enable-page-view-heartbeat-tracking data-page-instance="urn:li:page:learning_search_guest;uFrflrTPQGSRw8z6I2uTeA==" data-disable-jsbeacon-pagekey-suffix="false" data-member-id="0"> <link rel="canonical" href="https://fr.linkedin.com/learning/search?keywords=">     <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>Cours en ligne, formations et tutoriels sur LinkedIn Learning</title> <meta name="robots" content="noarchive, noindex, max-image-preview:large"> <meta name="description" content="Développez vos compétences en créativité, technologie et business pour atteindre vos objectifs professionnels ou personnels. Inscrivez-vous aujourd’hui pour accéder à des milliers de cours."> <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="Cours en ligne, formations et tutoriels sur LinkedIn Learning"> <meta name="twitter:title" content="Cours en ligne, formations et tutoriels sur LinkedIn Learning"> <meta property="og:description" content="Développez vos compétences en créativité, technologie et business pour atteindre vos objectifs professionnels ou personnels. Inscrivez-vous aujourd’hui pour accéder à des milliers de cours."> <meta name="twitter:description" content="Développez vos compétences en créativité, technologie et business pour atteindre vos objectifs professionnels ou personnels. Inscrivez-vous aujourd’hui pour accéder à des milliers de cours."> <meta property="og:image" content="https://static.licdn.com/aero-v1/sc/h/50i85klb0hydcf45ieglfsw4w"> <meta property="og:image:alt" content="Femme regardant les icônes de cours LinkedIn Learning"> <meta name="twitter:image" content="https://static.licdn.com/aero-v1/sc/h/50i85klb0hydcf45ieglfsw4w"> <meta name="twitter:image:alt" content="Femme regardant les icônes de cours LinkedIn Learning"> <meta property="og:url" content="https://fr.linkedin.com/learning/search?keywords="> <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/cfwdyxk0l4pq8uzcvlr5zde7h">  </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"> Passer au contenu principal </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="Principal"> <a href="https://fr.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">  Chercher des compétences, sujets ou logiciels  </div> <span class="sr-only">Étendre la recherche</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">Ce bouton affiche le type de recherche actuellement sélectionné. Il permet de détailler la liste des options de recherche, qui modifieront les termes saisis pour correspondre à la sélection actuelle.</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"> Emplois </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"> Personnes </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"> LinkedIn Learning </button> </li> </ul> <button aria-label="Fermer" 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="Prénom " 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="Prénom " 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">Effacer le texte</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="Nom " 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="Nom " 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">Effacer le texte</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="Rechercher" 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="Rechercher des emplois ou des entreprises" 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="Rechercher des emplois ou des entreprises" role="combobox" 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">Effacer le texte</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="Lieu" 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="Lieu" role="combobox" value="Île de 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">Effacer le texte</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="Rechercher" 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="Chercher des compétences, sujets ou logiciels" 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="Chercher des compétences, sujets ou logiciels" 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">Effacer le texte</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="Rechercher" 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://fr.linkedin.com/learning/subscription/products?destRedirectURL=https%3A%2F%2Ffr%2Elinkedin%2Ecom%2Flearning%2Fsearch%3Fkeywords%3D&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> Démarrer mon essai gratuit </a> <a class="nav__button-secondary btn-md btn-secondary-emphasis" href="https://www.linkedin.com/learning-login/?redirect=https%3A%2F%2Ffr%2Elinkedin%2Ecom%2Flearning%2Fsearch%3Fkeywords%3D%26trk%3Dhomepage-basic_brand-discovery_intent-module-thirdBtn&fromSignIn=true&trk=learning-serp_nav-header-signin" data-tracking-control-name="learning-serp_nav-header-signin" data-tracking-will-navigate> S’identifier </a> <a aria-label="S’identifier" 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%2Ffr%2Elinkedin%2Ecom%2Flearning%2Fsearch%3Fkeywords%3D%26trk%3Dhomepage-basic_brand-discovery_intent-module-thirdBtn&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://fr.linkedin.com/learning/search" data-tracking-control-name="learning-serp_filters"> <input name="trk" value="homepage-basic_brand-discovery_intent-module-thirdBtn" 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="Filtre Filtrer par. Le filtre Pertinence est déjà appliqué. En cliquant sur ce bouton, toutes les options de filtres Filtrer par apparaîtront." data-tracking-control-name="learning-serp_sortBy" aria-expanded="false" type="button"> Pertinence <icon data-delayed-url="https://static.licdn.com/aero-v1/sc/h/7asbl4deqijhoy3z2ivveispv" class="filter-button__icon h-3 w-2"></icon> </button> <div class="collapsible-dropdown__list hidden container-raised absolute w-auto overflow-y-auto flex-col items-stretch z-1 bottom-auto top-[100%]" tabindex="-1">  <div class="filter-values-container"> <div class="filter-values-container__filter-values" aria-label="Options de filtre Filtrer par" role="group"> <div class="filter-values-container__filter-value"> <input id="sortBy-0" form="learning-filters" name="sortBy" checked value="RELEVANCE" type="radio"> <label for="sortBy-0"> Pertinence </label> </div> <div class="filter-values-container__filter-value"> <input id="sortBy-1" form="learning-filters" name="sortBy" value="POPULARITY" type="radio"> <label for="sortBy-1"> Nombre de vues </label> </div> <div class="filter-values-container__filter-value"> <input id="sortBy-2" form="learning-filters" name="sortBy" value="RECENCY" type="radio"> <label for="sortBy-2"> Les plus récents </label> </div> </div> </div> <button class="filter__submit-button" form="learning-filters" data-tracking-control-name="learning-serp_sortBy" type="submit"> Terminé </button> </div>  </div> </div> </li> <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__dropdown-to-modal-trigger" aria-label="Filtre Niveau. 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En cliquant sur ce bouton, toutes les options de filtres Durée totale apparaîtront." data-tracking-control-name="learning-serp_filters_durationV2" aria-expanded="false" type="button"> Durée totale  <icon data-delayed-url="https://static.licdn.com/aero-v1/sc/h/7asbl4deqijhoy3z2ivveispv" class="filter-button__icon h-3 w-2"></icon> </button> <div class="collapsible-dropdown__list hidden container-raised absolute w-auto overflow-y-auto flex-col items-stretch z-1 bottom-auto top-[100%]" tabindex="-1">  <div class="filter-values-container"> <div class="filter-values-container__filter-values" aria-label="Options de filtre Durée totale" role="group"> <div class="filter-values-container__filter-value"> <input id="durationV2-0" form="learning-filters" name="durationV2" value="BETWEEN_0_TO_10_MIN" type="radio"> <label for="durationV2-0"> < 10 min. 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class="base-search-card__subtitle"> De : L'anglais des affaires : Préparation au test TOEIC - Expression écrite (en anglais) </h4> <p class="base-search-card__identifier"> Vidéo </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://fr.linkedin.com/learning/l-anglais-des-affaires-preparation-au-test-toeic-expression-ecrite-en-anglais/explorer-le-contenu-du-test?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"> Explorer le contenu du test </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Explorer le contenu du test" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0DAQGn2WZrXeldWA/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1731922389623?e=2147483647&v=beta&t=zBnXQS7KJRtbOctl2LFzzKPn7PFeiDNTJd_UJjkzHyg"> <div class="search-entity-media__duration"> 2 m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Explorer le contenu du test </h3> <h4 class="base-search-card__subtitle"> De : L'anglais des affaires : Préparation au test TOEIC - Expression écrite (en anglais) </h4> <p class="base-search-card__identifier"> Vidéo </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://fr.linkedin.com/learning/l-anglais-des-affaires-preparation-au-test-toeic-expression-ecrite-en-anglais?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"> L'anglais des affaires : Préparation au test TOEIC - Expression écrite (en anglais) </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="L'anglais des affaires : Préparation au test TOEIC - Expression écrite (en anglais)" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0DAQGn2WZrXeldWA/learning-public-crop_288_512/learning-public-crop_288_512/0/1731922390059?e=2147483647&v=beta&t=4JavaP6D4nKR1K0eNmeSW4aX1I-k6NlBrv6MHYcbwp8"> <div class="search-entity-media__duration"> 27 m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> L'anglais des affaires : Préparation au test TOEIC - Expression écrite (en anglais) </h3> <h4 class="base-search-card__subtitle"> Par : Speexx </h4> <p class="base-search-card__identifier"> Cours </p> <div class="base-search-card__metadata">  <span class="base-search-card__metadata-item">Publié le 21 nov. 2024</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://fr.linkedin.com/learning/l-anglais-des-affaires-preparation-au-test-toeic-expression-ecrite-en-anglais/rediger-un-essai-d-opinion?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"> Rédiger un essai d'opinion </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Rédiger un essai d'opinion" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0DAQGn2WZrXeldWA/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1731922389623?e=2147483647&v=beta&t=zBnXQS7KJRtbOctl2LFzzKPn7PFeiDNTJd_UJjkzHyg"> <div class="search-entity-media__duration"> 3 m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Rédiger un essai d'opinion </h3> <h4 class="base-search-card__subtitle"> De : L'anglais des affaires : Préparation au test TOEIC - Expression écrite (en anglais) </h4> <p class="base-search-card__identifier"> Vidéo </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://fr.linkedin.com/learning/l-anglais-des-affaires-preparation-au-test-toeic-expression-ecrite-en-anglais/comprendre-le-systeme-de-notation?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"> Comprendre le système de notation </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Comprendre le système de notation" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0DAQGn2WZrXeldWA/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1731922389623?e=2147483647&v=beta&t=zBnXQS7KJRtbOctl2LFzzKPn7PFeiDNTJd_UJjkzHyg"> <div class="search-entity-media__duration"> 4 m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Comprendre le système de notation </h3> <h4 class="base-search-card__subtitle"> De : L'anglais des affaires : Préparation au test TOEIC - Expression écrite (en anglais) </h4> <p class="base-search-card__identifier"> Vidéo </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://fr.linkedin.com/learning/l-anglais-des-affaires-preparation-au-test-toeic-expression-ecrite-en-anglais/decouvrir-le-test-d-expression-ecrite-du-toeic?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"> Découvrir le test d'expression écrite du TOEIC </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Découvrir le test d'expression écrite du TOEIC" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0DAQGn2WZrXeldWA/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1731922389623?e=2147483647&v=beta&t=zBnXQS7KJRtbOctl2LFzzKPn7PFeiDNTJd_UJjkzHyg"> <div class="search-entity-media__duration"> 1 m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Découvrir le test d'expression écrite du TOEIC </h3> <h4 class="base-search-card__subtitle"> De : L'anglais des affaires : Préparation au test TOEIC - Expression écrite (en anglais) </h4> <p class="base-search-card__identifier"> Vidéo </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://fr.linkedin.com/learning/l-anglais-des-affaires-preparation-au-test-toeic-expression-ecrite-en-anglais/repondre-a-une-demande-ecrite?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"> Répondre à une demande écrite </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Répondre à une demande écrite" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0DAQGn2WZrXeldWA/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1731922389623?e=2147483647&v=beta&t=zBnXQS7KJRtbOctl2LFzzKPn7PFeiDNTJd_UJjkzHyg"> <div class="search-entity-media__duration"> 3 m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Répondre à une demande écrite </h3> <h4 class="base-search-card__subtitle"> De : L'anglais des affaires : Préparation au test TOEIC - Expression écrite (en anglais) </h4> <p class="base-search-card__identifier"> Vidéo </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://fr.linkedin.com/learning/l-anglais-des-affaires-preparation-au-test-toeic-expression-ecrite-en-anglais/planifier-les-prochaines-etapes?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"> Planifier les prochaines étapes </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Planifier les prochaines étapes" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0DAQGn2WZrXeldWA/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1731922389623?e=2147483647&v=beta&t=zBnXQS7KJRtbOctl2LFzzKPn7PFeiDNTJd_UJjkzHyg"> <div class="search-entity-media__duration"> 46 s </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Planifier les prochaines étapes </h3> <h4 class="base-search-card__subtitle"> De : L'anglais des affaires : Préparation au test TOEIC - Expression écrite (en anglais) </h4> <p class="base-search-card__identifier"> Vidéo </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://fr.linkedin.com/learning/l-anglais-des-affaires-preparation-au-test-toeic-expression-ecrite-en-anglais/decouvrir-le-toeic?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"> Découvrir le TOEIC </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Découvrir le TOEIC" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0DAQGn2WZrXeldWA/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1731922389623?e=2147483647&v=beta&t=zBnXQS7KJRtbOctl2LFzzKPn7PFeiDNTJd_UJjkzHyg"> <div class="search-entity-media__duration"> 2 m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Découvrir le TOEIC </h3> <h4 class="base-search-card__subtitle"> De : L'anglais des affaires : Préparation au test TOEIC - Expression écrite (en anglais) </h4> <p class="base-search-card__identifier"> Vidéo </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://fr.linkedin.com/learning/l-anglais-des-affaires-preparation-au-test-toeic-expression-ecrite-en-anglais/comprendre-la-structure-du-test?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"> Comprendre la structure du test </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Comprendre la structure du test" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0DAQGn2WZrXeldWA/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1731922389623?e=2147483647&v=beta&t=zBnXQS7KJRtbOctl2LFzzKPn7PFeiDNTJd_UJjkzHyg"> <div class="search-entity-media__duration"> 3 m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Comprendre la structure du test </h3> <h4 class="base-search-card__subtitle"> De : L'anglais des affaires : Préparation au test TOEIC - Expression écrite (en anglais) </h4> <p class="base-search-card__identifier"> Vidéo </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://fr.linkedin.com/learning/l-anglais-des-affaires-preparation-au-test-toeic-expression-ecrite-en-anglais/rediger-une-phrase-a-partir-d-une-image?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"> Rédiger une phrase à partir d'une image </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Rédiger une phrase à partir d'une image" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0DAQGn2WZrXeldWA/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1731922389623?e=2147483647&v=beta&t=zBnXQS7KJRtbOctl2LFzzKPn7PFeiDNTJd_UJjkzHyg"> <div class="search-entity-media__duration"> 2 m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Rédiger une phrase à partir d'une image </h3> <h4 class="base-search-card__subtitle"> De : L'anglais des affaires : Préparation au test TOEIC - Expression écrite (en anglais) </h4> <p class="base-search-card__identifier"> Vidéo </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://fr.linkedin.com/learning/l-essentiel-de-word-365-2024-25028003/ajouter-du-contenu-a-un-document?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"> Ajouter du contenu à un document </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Ajouter du contenu à un document" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0DAQEbM9fJzg4QAQ/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1728553760698?e=2147483647&v=beta&t=4Z5uajvnjYwfA5oegpKehLt6DNWK42Escs44i414yw0"> <div class="search-entity-media__duration"> 3 m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Ajouter du contenu à un document </h3> <h4 class="base-search-card__subtitle"> De : L'essentiel de Word (365/2024) </h4> <p class="base-search-card__identifier"> Vidéo </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://fr.linkedin.com/learning/l-essentiel-de-word-365-2024-25028003/ameliorer-un-document-a-l-aide-de-l-ia?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"> Améliorer un document à l'aide de l'IA </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Améliorer un document à l'aide de l'IA" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0DAQEbM9fJzg4QAQ/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1728553760698?e=2147483647&v=beta&t=4Z5uajvnjYwfA5oegpKehLt6DNWK42Escs44i414yw0"> <div class="search-entity-media__duration"> 2 m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Améliorer un document à l'aide de l'IA </h3> <h4 class="base-search-card__subtitle"> De : L'essentiel de Word (365/2024) </h4> <p class="base-search-card__identifier"> Vidéo </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://fr.linkedin.com/learning/l-essentiel-de-word-365-2024-25028003/creer-un-brouillon-de-document-a-partir-de-fichiers-existants?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"> Créer un brouillon de document à partir de fichiers existants </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Créer un brouillon de document à partir de fichiers existants" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0DAQEbM9fJzg4QAQ/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1728553760698?e=2147483647&v=beta&t=4Z5uajvnjYwfA5oegpKehLt6DNWK42Escs44i414yw0"> <div class="search-entity-media__duration"> 3 m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Créer un brouillon de document à partir de fichiers existants </h3> <h4 class="base-search-card__subtitle"> De : L'essentiel de Word (365/2024) </h4> <p class="base-search-card__identifier"> Vidéo </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://fr.linkedin.com/learning/l-essentiel-de-word-365-2024-25028003/ajouter-des-images-a-votre-document?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"> Ajouter des images à votre document </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Ajouter des images à votre document" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0DAQEbM9fJzg4QAQ/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1728553760698?e=2147483647&v=beta&t=4Z5uajvnjYwfA5oegpKehLt6DNWK42Escs44i414yw0"> <div class="search-entity-media__duration"> 2 m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Ajouter des images à votre document </h3> <h4 class="base-search-card__subtitle"> De : L'essentiel de Word (365/2024) </h4> <p class="base-search-card__identifier"> Vidéo </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://fr.linkedin.com/learning/l-essentiel-de-word-365-2024-25028003/reecrire-du-contenu-avec-l-aide-de-copilot?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"> Réécrire du contenu avec l'aide de Copilot </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Réécrire du contenu avec l'aide de Copilot" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0DAQEbM9fJzg4QAQ/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1728553760698?e=2147483647&v=beta&t=4Z5uajvnjYwfA5oegpKehLt6DNWK42Escs44i414yw0"> <div class="search-entity-media__duration"> 3 m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Réécrire du contenu avec l'aide de Copilot </h3> <h4 class="base-search-card__subtitle"> De : L'essentiel de Word (365/2024) </h4> <p class="base-search-card__identifier"> Vidéo </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://fr.linkedin.com/learning/l-essentiel-de-word-365-2024-25028003/demander-a-copilot-de-creer-des-images?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"> Demander à Copilot de créer des images </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Demander à Copilot de créer des images" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0DAQEbM9fJzg4QAQ/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1728553760698?e=2147483647&v=beta&t=4Z5uajvnjYwfA5oegpKehLt6DNWK42Escs44i414yw0"> <div class="search-entity-media__duration"> 4 m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Demander à Copilot de créer des images </h3> <h4 class="base-search-card__subtitle"> De : L'essentiel de Word (365/2024) </h4> <p class="base-search-card__identifier"> Vidéo </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://fr.linkedin.com/learning/python-pour-le-machine-learning/manipuler-les-svm?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"> Manipuler les SVM </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Manipuler les SVM" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0DAQEDuIV0hCDWWQ/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1731673625979?e=2147483647&v=beta&t=KnWd_NZjcDgR5CLS5WSUH8yQg9Ko89DH9gGOXKNX9tc"> <div class="search-entity-media__duration"> 1 m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Manipuler les SVM </h3> <h4 class="base-search-card__subtitle"> De : Python pour le machine learning </h4> <p class="base-search-card__identifier"> Vidéo </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://fr.linkedin.com/learning/python-pour-le-machine-learning/selectionner-les-colonnes?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"> Sélectionner les colonnes </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Sélectionner les colonnes" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0DAQEDuIV0hCDWWQ/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1731673625979?e=2147483647&v=beta&t=KnWd_NZjcDgR5CLS5WSUH8yQg9Ko89DH9gGOXKNX9tc"> <div class="search-entity-media__duration"> 3 m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Sélectionner les colonnes </h3> <h4 class="base-search-card__subtitle"> De : Python pour le machine learning </h4> <p class="base-search-card__identifier"> Vidéo </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://fr.linkedin.com/learning/python-pour-le-machine-learning/aborder-le-machine-learning-supervise?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"> Aborder le machine learning supervisé </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Aborder le machine learning supervisé" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0DAQEDuIV0hCDWWQ/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1731673625979?e=2147483647&v=beta&t=KnWd_NZjcDgR5CLS5WSUH8yQg9Ko89DH9gGOXKNX9tc"> <div class="search-entity-media__duration"> 1 m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Aborder le machine learning supervisé </h3> <h4 class="base-search-card__subtitle"> De : Python pour le machine learning </h4> <p class="base-search-card__identifier"> Vidéo </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://fr.linkedin.com/learning/python-pour-le-machine-learning/normaliser-les-donnees?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"> Normaliser les données </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Normaliser les données" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0DAQEDuIV0hCDWWQ/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1731673625979?e=2147483647&v=beta&t=KnWd_NZjcDgR5CLS5WSUH8yQg9Ko89DH9gGOXKNX9tc"> <div class="search-entity-media__duration"> 4 m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Normaliser les données </h3> <h4 class="base-search-card__subtitle"> De : Python pour le machine learning </h4> <p class="base-search-card__identifier"> Vidéo </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://fr.linkedin.com/learning/python-pour-le-machine-learning/equilibrer-ses-donnees-et-dummyclassifier?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"> Équilibrer ses données et dummyclassifier() </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Équilibrer ses données et dummyclassifier()" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0DAQEDuIV0hCDWWQ/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1731673625979?e=2147483647&v=beta&t=KnWd_NZjcDgR5CLS5WSUH8yQg9Ko89DH9gGOXKNX9tc"> <div class="search-entity-media__duration"> 3 m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Équilibrer ses données et dummyclassifier() </h3> <h4 class="base-search-card__subtitle"> De : Python pour le machine learning </h4> <p class="base-search-card__identifier"> Vidéo </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://fr.linkedin.com/learning/python-pour-le-machine-learning/identifier-et-traiter-les-valeurs-manquantes?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"> Identifier et traiter les valeurs manquantes </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Identifier et traiter les valeurs manquantes" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0DAQEDuIV0hCDWWQ/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1731673625979?e=2147483647&v=beta&t=KnWd_NZjcDgR5CLS5WSUH8yQg9Ko89DH9gGOXKNX9tc"> <div class="search-entity-media__duration"> 4 m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Identifier et traiter les valeurs manquantes </h3> <h4 class="base-search-card__subtitle"> De : Python pour le machine learning </h4> <p class="base-search-card__identifier"> Vidéo </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://fr.linkedin.com/learning/python-pour-le-machine-learning/analyser-les-metriques-d-evaluation-de-la-classification?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"> Analyser les métriques d'évaluation de la classification </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Analyser les métriques d'évaluation de la classification" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0DAQEDuIV0hCDWWQ/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1731673625979?e=2147483647&v=beta&t=KnWd_NZjcDgR5CLS5WSUH8yQg9Ko89DH9gGOXKNX9tc"> <div class="search-entity-media__duration"> 4 m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Analyser les métriques d'évaluation de la classification </h3> <h4 class="base-search-card__subtitle"> De : Python pour le machine learning </h4> <p class="base-search-card__identifier"> Vidéo </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://fr.linkedin.com/learning/python-pour-le-machine-learning/apprehender-les-algorithmes-de-recommandation?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"> Appréhender les algorithmes de recommandation </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Appréhender les algorithmes de recommandation" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0DAQEDuIV0hCDWWQ/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1731673625979?e=2147483647&v=beta&t=KnWd_NZjcDgR5CLS5WSUH8yQg9Ko89DH9gGOXKNX9tc"> <div class="search-entity-media__duration"> 4 m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Appréhender les algorithmes de recommandation </h3> <h4 class="base-search-card__subtitle"> De : Python pour le machine learning </h4> <p class="base-search-card__identifier"> Vidéo </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://fr.linkedin.com/learning/python-pour-le-machine-learning/maitriser-dbscan?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"> Maîtriser DBScan </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Maîtriser DBScan" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0DAQEDuIV0hCDWWQ/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1731673625979?e=2147483647&v=beta&t=KnWd_NZjcDgR5CLS5WSUH8yQg9Ko89DH9gGOXKNX9tc"> <div class="search-entity-media__duration"> 2 m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Maîtriser DBScan </h3> <h4 class="base-search-card__subtitle"> De : Python pour le machine learning </h4> <p class="base-search-card__identifier"> Vidéo </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://fr.linkedin.com/learning/python-pour-le-machine-learning/solution-comparer-les-performances-de-plusieurs-algorithmes?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"> Solution : Comparer les performances de plusieurs algorithmes </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Solution : Comparer les performances de plusieurs algorithmes" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0DAQEDuIV0hCDWWQ/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1731673625979?e=2147483647&v=beta&t=KnWd_NZjcDgR5CLS5WSUH8yQg9Ko89DH9gGOXKNX9tc"> <div class="search-entity-media__duration"> 2 m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Solution : Comparer les performances de plusieurs algorithmes </h3> <h4 class="base-search-card__subtitle"> De : Python pour le machine learning </h4> <p class="base-search-card__identifier"> Vidéo </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://fr.linkedin.com/learning/python-pour-le-machine-learning/s-approprier-k-means?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"> S'approprier K-means </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="S'approprier K-means" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0DAQEDuIV0hCDWWQ/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1731673625979?e=2147483647&v=beta&t=KnWd_NZjcDgR5CLS5WSUH8yQg9Ko89DH9gGOXKNX9tc"> <div class="search-entity-media__duration"> 2 m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> S'approprier K-means </h3> <h4 class="base-search-card__subtitle"> De : Python pour le machine learning </h4> <p class="base-search-card__identifier"> Vidéo </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://fr.linkedin.com/learning/python-pour-le-machine-learning/s-approprier-randomforestclassifier?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"> S'approprier RandomForestClassifier() </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="S'approprier RandomForestClassifier()" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0DAQEDuIV0hCDWWQ/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1731673625979?e=2147483647&v=beta&t=KnWd_NZjcDgR5CLS5WSUH8yQg9Ko89DH9gGOXKNX9tc"> <div class="search-entity-media__duration"> 2 m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> S'approprier RandomForestClassifier() </h3> <h4 class="base-search-card__subtitle"> De : Python pour le machine learning </h4> <p class="base-search-card__identifier"> Vidéo </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://fr.linkedin.com/learning/python-pour-le-machine-learning/comprendre-les-algorithmes-de-boosting?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"> Comprendre les algorithmes de boosting </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Comprendre les algorithmes de boosting" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0DAQEDuIV0hCDWWQ/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1731673625979?e=2147483647&v=beta&t=KnWd_NZjcDgR5CLS5WSUH8yQg9Ko89DH9gGOXKNX9tc"> <div class="search-entity-media__duration"> 2 m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Comprendre les algorithmes de boosting </h3> <h4 class="base-search-card__subtitle"> De : Python pour le machine learning </h4> <p class="base-search-card__identifier"> Vidéo </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://fr.linkedin.com/learning/python-pour-le-machine-learning/solution-creer-un-score-metier?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"> Solution : Créer un score métier </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Solution : Créer un score métier" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0DAQEDuIV0hCDWWQ/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1731673625979?e=2147483647&v=beta&t=KnWd_NZjcDgR5CLS5WSUH8yQg9Ko89DH9gGOXKNX9tc"> <div class="search-entity-media__duration"> 2 m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Solution : Créer un score métier </h3> <h4 class="base-search-card__subtitle"> De : Python pour le machine learning </h4> <p class="base-search-card__identifier"> Vidéo </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://fr.linkedin.com/learning/python-pour-le-machine-learning/solution-identifier-le-nombre-de-cluster-optimal-avec-kmeans?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"> Solution : Identifier le nombre de cluster optimal avec kmeans() </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Solution : Identifier le nombre de cluster optimal avec kmeans()" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0DAQEDuIV0hCDWWQ/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1731673625979?e=2147483647&v=beta&t=KnWd_NZjcDgR5CLS5WSUH8yQg9Ko89DH9gGOXKNX9tc"> <div class="search-entity-media__duration"> 2 m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Solution : Identifier le nombre de cluster optimal avec kmeans() </h3> <h4 class="base-search-card__subtitle"> De : Python pour le machine learning </h4> <p class="base-search-card__identifier"> Vidéo </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://fr.linkedin.com/learning/python-pour-le-machine-learning/utiliser-les-pipelines?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"> Utiliser les pipelines </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Utiliser les pipelines" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0DAQEDuIV0hCDWWQ/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1731673625979?e=2147483647&v=beta&t=KnWd_NZjcDgR5CLS5WSUH8yQg9Ko89DH9gGOXKNX9tc"> <div class="search-entity-media__duration"> 2 m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Utiliser les pipelines </h3> <h4 class="base-search-card__subtitle"> De : Python pour le machine learning </h4> <p class="base-search-card__identifier"> Vidéo </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://fr.linkedin.com/learning/python-pour-le-machine-learning/solution-realiser-l-imputation-de-valeurs-manquantes?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"> Solution : Réaliser l'imputation de valeurs manquantes </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Solution : Réaliser l'imputation de valeurs manquantes" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0DAQEDuIV0hCDWWQ/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1731673625979?e=2147483647&v=beta&t=KnWd_NZjcDgR5CLS5WSUH8yQg9Ko89DH9gGOXKNX9tc"> <div class="search-entity-media__duration"> 2 m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Solution : Réaliser l'imputation de valeurs manquantes </h3> <h4 class="base-search-card__subtitle"> De : Python pour le machine learning </h4> <p class="base-search-card__identifier"> Vidéo </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://fr.linkedin.com/learning/python-pour-le-machine-learning/interpreter-ses-clusters?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"> Interpréter ses clusters </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Interpréter ses clusters" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0DAQEDuIV0hCDWWQ/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1731673625979?e=2147483647&v=beta&t=KnWd_NZjcDgR5CLS5WSUH8yQg9Ko89DH9gGOXKNX9tc"> <div class="search-entity-media__duration"> 4 m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Interpréter ses clusters </h3> <h4 class="base-search-card__subtitle"> De : Python pour le machine learning </h4> <p class="base-search-card__identifier"> Vidéo </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://fr.linkedin.com/learning/python-pour-le-machine-learning/effectuer-une-jointure?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"> Effectuer une jointure </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Effectuer une jointure" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0DAQEDuIV0hCDWWQ/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1731673625979?e=2147483647&v=beta&t=KnWd_NZjcDgR5CLS5WSUH8yQg9Ko89DH9gGOXKNX9tc"> <div class="search-entity-media__duration"> 3 m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Effectuer une jointure </h3> <h4 class="base-search-card__subtitle"> De : Python pour le machine learning </h4> <p class="base-search-card__identifier"> Vidéo </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://fr.linkedin.com/learning/python-pour-le-machine-learning/analyser-les-metriques-d-evaluation-de-la-regression?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"> Analyser les métriques d'évaluation de la régression </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Analyser les métriques d'évaluation de la régression" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0DAQEDuIV0hCDWWQ/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1731673625979?e=2147483647&v=beta&t=KnWd_NZjcDgR5CLS5WSUH8yQg9Ko89DH9gGOXKNX9tc"> <div class="search-entity-media__duration"> 4 m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Analyser les métriques d'évaluation de la régression </h3> <h4 class="base-search-card__subtitle"> De : Python pour le machine learning </h4> <p class="base-search-card__identifier"> Vidéo </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://fr.linkedin.com/learning/python-pour-le-machine-learning/utiliser-la-regression-logistique?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"> Utiliser la régression logistique </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Utiliser la régression logistique" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0DAQEDuIV0hCDWWQ/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1731673625979?e=2147483647&v=beta&t=KnWd_NZjcDgR5CLS5WSUH8yQg9Ko89DH9gGOXKNX9tc"> <div class="search-entity-media__duration"> 1 m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Utiliser la régression logistique </h3> <h4 class="base-search-card__subtitle"> De : Python pour le machine learning </h4> <p class="base-search-card__identifier"> Vidéo </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://fr.linkedin.com/learning/python-pour-le-machine-learning/bienvenue-dans-python-pour-le-machine-learning?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"> Bienvenue dans « Python pour le machine learning » </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Bienvenue dans « Python pour le machine learning »" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0DAQEDuIV0hCDWWQ/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1731673625979?e=2147483647&v=beta&t=KnWd_NZjcDgR5CLS5WSUH8yQg9Ko89DH9gGOXKNX9tc"> <div class="search-entity-media__duration"> 30 s </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Bienvenue dans « Python pour le machine learning » </h3> <h4 class="base-search-card__subtitle"> De : Python pour le machine learning </h4> <p class="base-search-card__identifier"> Vidéo </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://fr.linkedin.com/learning/python-pour-le-machine-learning/manipuler-les-arbres-de-decision?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"> Manipuler les arbres de décision </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Manipuler les arbres de décision" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0DAQEDuIV0hCDWWQ/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1731673625979?e=2147483647&v=beta&t=KnWd_NZjcDgR5CLS5WSUH8yQg9Ko89DH9gGOXKNX9tc"> <div class="search-entity-media__duration"> 3 m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Manipuler les arbres de décision </h3> <h4 class="base-search-card__subtitle"> De : Python pour le machine learning </h4> <p class="base-search-card__identifier"> Vidéo </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://fr.linkedin.com/learning/python-pour-le-machine-learning/evaluer-ses-clusters?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"> Évaluer ses clusters </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Évaluer ses clusters" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0DAQEDuIV0hCDWWQ/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1731673625979?e=2147483647&v=beta&t=KnWd_NZjcDgR5CLS5WSUH8yQg9Ko89DH9gGOXKNX9tc"> <div class="search-entity-media__duration"> 3 m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Évaluer ses clusters </h3> <h4 class="base-search-card__subtitle"> De : Python pour le machine learning </h4> <p class="base-search-card__identifier"> Vidéo </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://fr.linkedin.com/learning/python-pour-le-machine-learning/traiter-les-valeurs-categorielles?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"> Traiter les valeurs catégorielles </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Traiter les valeurs catégorielles" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0DAQEDuIV0hCDWWQ/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1731673625979?e=2147483647&v=beta&t=KnWd_NZjcDgR5CLS5WSUH8yQg9Ko89DH9gGOXKNX9tc"> <div class="search-entity-media__duration"> 4 m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Traiter les valeurs catégorielles </h3> <h4 class="base-search-card__subtitle"> De : Python pour le machine learning </h4> <p class="base-search-card__identifier"> Vidéo </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://fr.linkedin.com/learning/python-pour-le-machine-learning/importer-des-donnees-d-un-fichier?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"> Importer des données d'un fichier </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Importer des données d'un fichier" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0DAQEDuIV0hCDWWQ/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1731673625979?e=2147483647&v=beta&t=KnWd_NZjcDgR5CLS5WSUH8yQg9Ko89DH9gGOXKNX9tc"> <div class="search-entity-media__duration"> 2 m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Importer des données d'un fichier </h3> <h4 class="base-search-card__subtitle"> De : Python pour le machine learning </h4> <p class="base-search-card__identifier"> Vidéo </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://fr.linkedin.com/learning/python-pour-le-machine-learning/utiliser-la-cah?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"> Utiliser la CAH </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Utiliser la CAH" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0DAQEDuIV0hCDWWQ/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1731673625979?e=2147483647&v=beta&t=KnWd_NZjcDgR5CLS5WSUH8yQg9Ko89DH9gGOXKNX9tc"> <div class="search-entity-media__duration"> 3 m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Utiliser la CAH </h3> <h4 class="base-search-card__subtitle"> De : Python pour le machine learning </h4> <p class="base-search-card__identifier"> Vidéo </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://fr.linkedin.com/learning/python-pour-le-machine-learning/solution-realiser-un-pipeline-pour-tester-differents-algorithmes-de-classification?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"> Solution : Réaliser un pipeline pour tester différents algorithmes de classification </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Solution : Réaliser un pipeline pour tester différents algorithmes de classification" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0DAQEDuIV0hCDWWQ/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1731673625979?e=2147483647&v=beta&t=KnWd_NZjcDgR5CLS5WSUH8yQg9Ko89DH9gGOXKNX9tc"> <div class="search-entity-media__duration"> 2 m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Solution : Réaliser un pipeline pour tester différents algorithmes de classification </h3> <h4 class="base-search-card__subtitle"> De : Python pour le machine learning </h4> <p class="base-search-card__identifier"> Vidéo </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://fr.linkedin.com/learning/python-pour-le-machine-learning/utiliser-randomforest?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"> Utiliser RandomForest() </span> </a> <div class="search-entity-media search-entity-media--rectangle"> <img class="search-entity-media__img" alt="Utiliser RandomForest()" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0DAQEDuIV0hCDWWQ/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1731673625979?e=2147483647&v=beta&t=KnWd_NZjcDgR5CLS5WSUH8yQg9Ko89DH9gGOXKNX9tc"> <div class="search-entity-media__duration"> 2 m </div>  </div> <div class="base-search-card__info"> <h3 class="base-search-card__title"> Utiliser RandomForest() </h3> <h4 class="base-search-card__subtitle"> De : Python pour le machine learning </h4> <p class="base-search-card__identifier"> Vidéo </p>  </div>  </div> </li> </ul> <div class="see-all-results-cta"> <h3 class="see-all-results-cta__header"> Vous ne trouvez pas ce que vous recherchez ? 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container-raised absolute w-auto overflow-y-auto flex-col items-stretch z-1 bottom-[100%] top-auto" role="menu" tabindex="-1"> <li class="language-selector__item" role="presentation">  <button aria-label="العربية (Arabe)" 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-ar_AE" data-locale="ar_AE" role="menuitem" lang="ar_AE"> العربية (Arabe) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="বাংলা (Bengali)" 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-bn_IN" data-locale="bn_IN" role="menuitem" lang="bn_IN"> বাংলা (Bengali) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Čeština (Tchèque)" 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-cs_CZ" data-locale="cs_CZ" role="menuitem" lang="cs_CZ"> Čeština (Tchèque) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Dansk (Danois)" 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-da_DK" data-locale="da_DK" role="menuitem" lang="da_DK"> Dansk (Danois) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Deutsch (Allemand)" 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-de_DE" data-locale="de_DE" role="menuitem" lang="de_DE"> Deutsch (Allemand) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Ελληνικά (Grec)" 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-el_GR" data-locale="el_GR" role="menuitem" lang="el_GR"> Ελληνικά (Grec) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="English (Anglais)" 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-en_US" data-locale="en_US" role="menuitem" lang="en_US"> English (Anglais) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Español (Espagnol)" 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-es_ES" data-locale="es_ES" role="menuitem" lang="es_ES"> Español (Espagnol) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="فارسی (Perse)" 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 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data-locale="it_IT" role="menuitem" lang="it_IT"> Italiano (Italien) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="עברית (Hébreu)" 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-iw_IL" data-locale="iw_IL" role="menuitem" lang="iw_IL"> עברית (Hébreu) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="日本語 (Japonais)" 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-ja_JP" data-locale="ja_JP" role="menuitem" lang="ja_JP"> 日本語 (Japonais) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="한국어 (Coréen)" 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-ko_KR" data-locale="ko_KR" role="menuitem" lang="ko_KR"> 한국어 (Coréen) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="मराठी (Marathi)" 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-mr_IN" data-locale="mr_IN" role="menuitem" lang="mr_IN"> मराठी (Marathi) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Bahasa Malaysia (Malaisien)" 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