「問題解決思考とは - AI 基本講座：ロジカルシンキング」の動画チュートリアル

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<script type="application/ld+json"> {"@context":"http://schema.org/","@type":"VideoObject","name":"問題解決思考とは - AI 基本講座：ロジカルシンキング","author":{"@type":"Person","name":"弘佳巳波","url":"https://jp.linkedin.com/learning/instructors/21853001"},"thumbnailUrl":"https://media.licdn.com/dms/image/v2/D4D0DAQE6NBQBqZsjhg/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1718397635033?e=2147483647&v=beta&t=EEdTaRjtD5OW-o5SURkOztABOScE9Gzu-lj66-F0sUk","description":"このコースでは業務でデータの利活用が求められる方を対象に、各種データを元に課題を解決するのに必要不可⽋なロジカルシンキングについて学びます。","duration":"PT5M50S","datePublished":"2024-06-24","uploadDate":"2024-06-24","requiresSubscription":true,"isAccessibleForFree":false,"contentUrl":"https://jp.linkedin.com/learning/ai-essential-training-logical-thinking/4257042"} </script>  </head> <body dir="ltr">   <a href="#main-content" class="skip-link btn-md btn-primary absolute z-11 -top-[100vh] focus:top-0"> メインコンテンツにスキップ </a> <header class="header base-detail-page__header px-mobile-container-padding 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data-tracking-control-name="course_title" data-tracking-will-navigate="true" class="from-the-course__link">AI 基本講座：ロジカルシンキング</a> </p> <section class="top-card"> <section class="top-card-layout container-lined overflow-hidden babybear:rounded-[0px]"> <section class="top-card__video-wrapper"> <div class="top-card__video"> <div class="hero-upsell"> <div class="hero-upsell__text-wrap"> <h3 class="hero-upsell__headline"> <icon class="lock-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/2k4trx87nbhljt0s01sd4q7qi"></icon> 無料トライアルでこのコースを視聴する </h3> <h4 class="hero-upsell__subheadline"> 今すぐ登録して、24,100件以上登録されている、業界エキスパート指導のコースを受講しましょう。 </h4> </div> </div> <img class="top-card__video-image" data-delayed-url="https://media.licdn.com/dms/image/v2/D4D0DAQE6NBQBqZsjhg/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1718397635033?e=2147483647&v=beta&t=EEdTaRjtD5OW-o5SURkOztABOScE9Gzu-lj66-F0sUk" alt="問題解決思考とは">  </div> </section> <div class="top-card-layout__card relative 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次に、問題解決思考の概要に進みます。第１節では、ロジカルシンキングの概要を学んできました。ロジカルシンキングは、伝える相手が、なるほど、そうしようと思ってもらえるように、物事を筋道立てて、要素に分解し、構造化して考える思考法でした。データサイエンスの流れのさまざまなところで、このロジカルシンキングが活用されますが、特に活用するシーンとして、企画段階があげられます。ビジネスにおいては、データ分析のプロジェクトを実施する前提として、まずは、経営層に、データ分析を実施することを、説得しなければなりません。そのためには、現状を整理し、そのうえで、実施する内容の妥当性を伝える必要があります。また、この企画の段階で、何が問題となっており、どのような目的で分析を行うのかや分析を行ったうえで、どのような結果を得ることができ、どんな施策を打つことができるのか、仮説を立てておくことで、手当たり次第に分析を実施して、手戻りが発生することを防ぎ、効率よくプロジェクトを進めることができるのです。こういった際に活用される、ロジカルシンキングを応用した一連の思考法に、問題解決思考があります。問題解決思考は、問題から施策までの流れをロジカルに考えて、正しく特定し、適切なアクションを実施するための思考法です。問題解決思考には、大きく分けて、３つのステップがあります。まず最初に、問題を特定します。人によって、物事を問題と捉えるか否かは異なります。例えば、年間の売上実績が１億円である２つの部署があるとします。片方の部署の売上目標は、 5,000 万円で、もう片方は、２億円となっていた場合、売上目標が 5,000 万円である部署の部長にとっては、十分に達成できているので問題にはなりませんが、売上目標が２億円である部署の部長は、重大な問題です。したがって、まずは、誰にとっての問題を解決するのか明確にし、理想と現状のギャップを特定していきます。続いて、２ステップ目として、課題を特定します。１ステップ目で特定した問題は、表層的に表れているものとなります。実際には、さまざまなことが関係して起こった事象であり、その原因や課題を追及していく必要があります。問題解決思考では、… </p> </div> </div> </section> </div>  <div class="tab__panel" 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data-tracking-control-name="learning-course_toc-section_show_more"> 1. ロジカルシンキングとは <icon class="show-more-less__button--chevron show-more-less-button-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4chtt12k98xwnba1nimld2oyg"></icon> </button> <ul data-max-num-to-show="0" class="show-more-less__list show-more-less__list--hide-after-0" data-impression-id="learning-course_toc-section_show-more-less"> <li class="toc-item"> <a data-tracking-control-name="learning-course_tocItem" data-tracking-will-navigate href="https://jp.linkedin.com/learning/ai-essential-training-logical-thinking/4261019?autoplay=true&trk=learning-course_tocItem" class="toc-item__link" aria-current="false"> <span class="a11y-text">(ロック済み)</span> <icon class="table-of-contents__item-status table-of-contents__item-status--locked" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cfu0devb5o77ym5x8vv0oilfz" data-svg-class-name="table-of-contents__item-status-svg--locked"></icon> <div 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class="table-of-contents__item-details"> <div class="table-of-contents__item-title"> 演繹法の活用事例 </div> <div class="table-of-contents__item-duration"> 1分58秒 </div> </div> </a> </li> <li class="toc-item"> <a data-tracking-control-name="learning-course_tocItem" data-tracking-will-navigate href="https://jp.linkedin.com/learning/ai-essential-training-logical-thinking/2126351?autoplay=true&trk=learning-course_tocItem" class="toc-item__link" aria-current="false"> <span class="a11y-text">(ロック済み)</span> <icon class="table-of-contents__item-status table-of-contents__item-status--locked" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cfu0devb5o77ym5x8vv0oilfz" data-svg-class-name="table-of-contents__item-status-svg--locked"></icon> <div class="table-of-contents__item-details"> <div class="table-of-contents__item-title"> 帰納法とは </div> <div class="table-of-contents__item-duration"> 5分5秒 </div> </div> </a> </li> <li class="toc-item"> <a data-tracking-control-name="learning-course_tocItem" data-tracking-will-navigate href="https://jp.linkedin.com/learning/ai-essential-training-logical-thinking/2126350?autoplay=true&trk=learning-course_tocItem" class="toc-item__link" aria-current="false"> <span class="a11y-text">(ロック済み)</span> <icon class="table-of-contents__item-status table-of-contents__item-status--locked" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cfu0devb5o77ym5x8vv0oilfz" data-svg-class-name="table-of-contents__item-status-svg--locked"></icon> <div class="table-of-contents__item-details"> <div class="table-of-contents__item-title"> 帰納法の活用事例 </div> <div class="table-of-contents__item-duration"> 3分25秒 </div> </div> </a> </li> <li class="toc-item"> <a data-tracking-control-name="learning-course_tocItem" data-tracking-will-navigate href="https://jp.linkedin.com/learning/ai-essential-training-logical-thinking/4258032?autoplay=true&trk=learning-course_tocItem" class="toc-item__link" aria-current="false"> <span class="a11y-text">(ロック済み)</span> <icon class="table-of-contents__item-status table-of-contents__item-status--locked" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cfu0devb5o77ym5x8vv0oilfz" data-svg-class-name="table-of-contents__item-status-svg--locked"></icon> <div class="table-of-contents__item-details"> <div class="table-of-contents__item-title"> MECEとは </div> <div class="table-of-contents__item-duration"> 3分27秒 </div> </div> </a> </li> <li class="toc-item"> <a data-tracking-control-name="learning-course_tocItem" data-tracking-will-navigate href="https://jp.linkedin.com/learning/ai-essential-training-logical-thinking/4259019?autoplay=true&trk=learning-course_tocItem" class="toc-item__link" aria-current="false"> <span class="a11y-text">(ロック済み)</span> <icon class="table-of-contents__item-status table-of-contents__item-status--locked" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cfu0devb5o77ym5x8vv0oilfz" data-svg-class-name="table-of-contents__item-status-svg--locked"></icon> <div class="table-of-contents__item-details"> <div class="table-of-contents__item-title"> 演習問題：構造化の軸の設定 </div> <div class="table-of-contents__item-duration"> 1分2秒 </div> </div> </a> </li> <li class="toc-item"> <a data-tracking-control-name="learning-course_tocItem" data-tracking-will-navigate href="https://jp.linkedin.com/learning/ai-essential-training-logical-thinking/4259018?autoplay=true&trk=learning-course_tocItem" class="toc-item__link" aria-current="false"> <span class="a11y-text">(ロック済み)</span> <icon class="table-of-contents__item-status table-of-contents__item-status--locked" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cfu0devb5o77ym5x8vv0oilfz" data-svg-class-name="table-of-contents__item-status-svg--locked"></icon> <div class="table-of-contents__item-details"> <div class="table-of-contents__item-title"> 解説：構造化の軸の設定 </div> <div class="table-of-contents__item-duration"> 3分21秒 </div> </div> </a> </li> <li class="toc-item"> <a data-tracking-control-name="learning-course_tocItem" data-tracking-will-navigate href="https://jp.linkedin.com/learning/ai-essential-training-logical-thinking/4260024?autoplay=true&trk=learning-course_tocItem" class="toc-item__link" aria-current="false"> <span class="a11y-text">(ロック済み)</span> <icon class="table-of-contents__item-status table-of-contents__item-status--locked" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cfu0devb5o77ym5x8vv0oilfz" data-svg-class-name="table-of-contents__item-status-svg--locked"></icon> <div class="table-of-contents__item-details"> <div class="table-of-contents__item-title"> フレームワーク概説 </div> <div class="table-of-contents__item-duration"> 1分7秒 </div> </div> </a> </li> </ul>  </div> </li> <li class="toc-section"> <div class="show-more-less"> <button class="show-more-less__button show-more-less__more-button show-more-less-button show-more-less__button--hide" aria-expanded="true" data-tracking-control-name="learning-course_toc-section_show_more"> 2. 問題解決思考とは <icon class="show-more-less__button--chevron show-more-less-button-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cyolgscd0imw2ldqppkrb84vo"></icon> </button> <button class="show-more-less__button show-more-less__less-button show-more-less-button " aria-expanded="true" data-tracking-control-name="learning-course_toc-section_show_more"> 2. 問題解決思考とは <icon class="show-more-less__button--chevron show-more-less-button-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4chtt12k98xwnba1nimld2oyg"></icon> </button> <ul data-max-num-to-show="0" class="show-more-less__list " data-impression-id="learning-course_toc-section_show-more-less"> <li class="toc-item toc-item--active"> <a data-tracking-control-name="learning-course_tocItem" data-tracking-will-navigate href="https://jp.linkedin.com/learning/ai-essential-training-logical-thinking/4257042?autoplay=true&trk=learning-course_tocItem" class="toc-item__link" aria-current="true"> <span class="a11y-text">(ロック済み)</span> <icon class="table-of-contents__item-status table-of-contents__item-status--locked" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cfu0devb5o77ym5x8vv0oilfz" data-svg-class-name="table-of-contents__item-status-svg--locked"></icon> <div class="table-of-contents__item-details"> <div class="table-of-contents__item-title"> 問題解決思考とは </div> <div class="table-of-contents__item-duration"> 5分50秒 </div> </div> </a> </li> <li class="toc-item"> <a data-tracking-control-name="learning-course_tocItem" data-tracking-will-navigate href="https://jp.linkedin.com/learning/ai-essential-training-logical-thinking/4259017?autoplay=true&trk=learning-course_tocItem" class="toc-item__link" aria-current="false"> <span class="a11y-text">(ロック済み)</span> <icon class="table-of-contents__item-status table-of-contents__item-status--locked" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cfu0devb5o77ym5x8vv0oilfz" data-svg-class-name="table-of-contents__item-status-svg--locked"></icon> <div class="table-of-contents__item-details"> <div class="table-of-contents__item-title"> 演習問題：問題と課題 </div> <div class="table-of-contents__item-duration"> 29秒 </div> </div> </a> </li> <li class="toc-item"> <a data-tracking-control-name="learning-course_tocItem" data-tracking-will-navigate href="https://jp.linkedin.com/learning/ai-essential-training-logical-thinking/4259016?autoplay=true&trk=learning-course_tocItem" class="toc-item__link" aria-current="false"> <span class="a11y-text">(ロック済み)</span> <icon class="table-of-contents__item-status table-of-contents__item-status--locked" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cfu0devb5o77ym5x8vv0oilfz" data-svg-class-name="table-of-contents__item-status-svg--locked"></icon> <div class="table-of-contents__item-details"> <div class="table-of-contents__item-title"> 解説：問題と課題 </div> <div class="table-of-contents__item-duration"> 3分43秒 </div> </div> </a> </li> <li class="toc-item"> <a data-tracking-control-name="learning-course_tocItem" data-tracking-will-navigate href="https://jp.linkedin.com/learning/ai-essential-training-logical-thinking/4261018?autoplay=true&trk=learning-course_tocItem" class="toc-item__link" aria-current="false"> <span class="a11y-text">(ロック済み)</span> <icon class="table-of-contents__item-status table-of-contents__item-status--locked" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cfu0devb5o77ym5x8vv0oilfz" data-svg-class-name="table-of-contents__item-status-svg--locked"></icon> <div class="table-of-contents__item-details"> <div class="table-of-contents__item-title"> 課題の特定 </div> <div class="table-of-contents__item-duration"> 2分17秒 </div> </div> </a> </li> <li class="toc-item"> <a data-tracking-control-name="learning-course_tocItem" data-tracking-will-navigate href="https://jp.linkedin.com/learning/ai-essential-training-logical-thinking/4260023?autoplay=true&trk=learning-course_tocItem" class="toc-item__link" aria-current="false"> <span class="a11y-text">(ロック済み)</span> <icon class="table-of-contents__item-status table-of-contents__item-status--locked" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cfu0devb5o77ym5x8vv0oilfz" data-svg-class-name="table-of-contents__item-status-svg--locked"></icon> <div class="table-of-contents__item-details"> <div class="table-of-contents__item-title"> 問題点の導出 </div> <div class="table-of-contents__item-duration"> 2分45秒 </div> </div> </a> </li> <li class="toc-item"> <a data-tracking-control-name="learning-course_tocItem" data-tracking-will-navigate href="https://jp.linkedin.com/learning/ai-essential-training-logical-thinking/2126349?autoplay=true&trk=learning-course_tocItem" class="toc-item__link" aria-current="false"> <span class="a11y-text">(ロック済み)</span> <icon class="table-of-contents__item-status table-of-contents__item-status--locked" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cfu0devb5o77ym5x8vv0oilfz" data-svg-class-name="table-of-contents__item-status-svg--locked"></icon> <div class="table-of-contents__item-details"> <div class="table-of-contents__item-title"> 真因の特定 </div> <div class="table-of-contents__item-duration"> 4分33秒 </div> </div> </a> </li> <li class="toc-item"> <a data-tracking-control-name="learning-course_tocItem" data-tracking-will-navigate href="https://jp.linkedin.com/learning/ai-essential-training-logical-thinking/4258031?autoplay=true&trk=learning-course_tocItem" class="toc-item__link" aria-current="false"> <span class="a11y-text">(ロック済み)</span> <icon class="table-of-contents__item-status table-of-contents__item-status--locked" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cfu0devb5o77ym5x8vv0oilfz" data-svg-class-name="table-of-contents__item-status-svg--locked"></icon> <div class="table-of-contents__item-details"> <div class="table-of-contents__item-title"> 課題の方向性 </div> <div class="table-of-contents__item-duration"> 2分54秒 </div> </div> </a> </li> <li class="toc-item"> <a data-tracking-control-name="learning-course_tocItem" data-tracking-will-navigate href="https://jp.linkedin.com/learning/ai-essential-training-logical-thinking/4257041?autoplay=true&trk=learning-course_tocItem" class="toc-item__link" aria-current="false"> <icon class="table-of-contents__item-status table-of-contents__item-status--unlocked" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/5jwhkytplzxiejvhzfu0t7m8l" data-svg-class-name="table-of-contents__item-status-svg--unlocked"></icon> <div class="table-of-contents__item-details"> <div class="table-of-contents__item-title"> 施策検討のアプローチ </div> <div class="table-of-contents__item-duration"> 1分44秒 </div> </div> </a> </li> <li class="toc-item"> <a data-tracking-control-name="learning-course_tocItem" data-tracking-will-navigate href="https://jp.linkedin.com/learning/ai-essential-training-logical-thinking/4259015?autoplay=true&trk=learning-course_tocItem" class="toc-item__link" aria-current="false"> <span class="a11y-text">(ロック済み)</span> <icon class="table-of-contents__item-status table-of-contents__item-status--locked" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cfu0devb5o77ym5x8vv0oilfz" data-svg-class-name="table-of-contents__item-status-svg--locked"></icon> <div class="table-of-contents__item-details"> <div class="table-of-contents__item-title"> 問題解決思考のビジネス活用 </div> <div class="table-of-contents__item-duration"> 3分 </div> </div> </a> </li> </ul>  </div> </li> </ul> </section> </section> </main> <div class="pre-footer "> <div class="upsell-banner footer__upsell-link"> <div class="upsell-banner__content"> <h3 class="upsell-banner__headline"> 今すぐ始めましょう。 </h3> <p class="upsell-banner__copy"> テクノロジーやデザイン分野で必要なスキルをオンデマンドコースで学びましょう。 </p> <a href="http://jp.linkedin.com/learning/subscription/products?courseSlug=ai-essential-training-logical-thinking&destRedirectURL=https%3A%2F%2Fjp%2Elinkedin%2Ecom%2Flearning%2Fai-essential-training-logical-thinking%2F4257042&trk=banner&upsellTrk=lil_upsell_banner_subscription" data-tracking-control-name="lil_upsell_banner_subscription" data-tracking-impression-name="lil_upsell_banner_subscription" data-litms-tracking-control-name="lil_upsell_banner_subscription" data-tracking-will-navigate class="upsell-banner__cta" data-test-live-footer-banner-sub-upsell> 無料トライアル </a> </div> </div> <section class="tw-linkster bg-cool-gray-20 browse-map" data-impression-id="learning-course_linkster" data-js-module-id="linkster"> <div class="max-w-screen-content-max-w w-full flex justify-between my-0 mx-auto mamabear:px-3 babybear:px-2 babybear:flex-col"> <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"> ビジネストピックを検索 </h3> <ul class="my-1"> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://jp.linkedin.com/learning/topics/customer-service-16114553?trk=learning-course_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-course_browsemap_link" data-tracking-will-navigate> カスタマーサービス </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://jp.linkedin.com/learning/topics/career-development-16116188?trk=learning-course_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-course_browsemap_link" data-tracking-will-navigate> キャリアアップ </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://jp.linkedin.com/learning/topics/15d84ad7-5f46-3ffb-bdad-5e2231d79767?trk=learning-course_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-course_browsemap_link" data-tracking-will-navigate> キャリア開発 </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://jp.linkedin.com/learning/topics/diversity-equity-and-inclusion-dei?trk=learning-course_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-course_browsemap_link" data-tracking-will-navigate> ダイバーシティ、エクイティ、インクルージョン、ビロンギング (DEIB) </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://jp.linkedin.com/learning/topics/business-software-and-tools?trk=learning-course_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-course_browsemap_link" data-tracking-will-navigate> ビジネス用ソフトウェアとツール </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://jp.linkedin.com/learning/topics/finance-and-accounting?trk=learning-course_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-course_browsemap_link" data-tracking-will-navigate> ファイナンス／会計 </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://jp.linkedin.com/learning/topics/project-management-16114554?trk=learning-course_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-course_browsemap_link" data-tracking-will-navigate> プロジェクトマネジメント </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://jp.linkedin.com/learning/topics/marketing-2?trk=learning-course_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-course_browsemap_link" data-tracking-will-navigate> マーケティング </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://jp.linkedin.com/learning/topics/leadership-and-management-16115192?trk=learning-course_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-course_browsemap_link" data-tracking-will-navigate> リーダーシップ／マネジメント </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://jp.linkedin.com/learning/topics/training-and-education?trk=learning-course_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-course_browsemap_link" data-tracking-will-navigate> 中小企業／起業家精神 </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://jp.linkedin.com/learning/topics/human-resources-16112716?trk=learning-course_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-course_browsemap_link" data-tracking-will-navigate> 人事管理 </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://jp.linkedin.com/learning/topics/business-analysis-and-strategy?trk=learning-course_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-course_browsemap_link" data-tracking-will-navigate> 企業分析と戦略 </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://jp.linkedin.com/learning/topics/sales-16111832?trk=learning-course_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-course_browsemap_link" data-tracking-will-navigate> 営業 </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://jp.linkedin.com/learning/topics/training-and-education-16116189?trk=learning-course_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-course_browsemap_link" data-tracking-will-navigate> 研修／教育 </a> </li> </ul> <a class="link tw-linkster-general-link" aria-label="ビジネスコースをすべて表示" href="https://jp.linkedin.com/learning/topics/business?trk=learning-course_browsemap_general-link" data-tracking-control-name="learning-course_browsemap_general-link" data-tracking-will-navigate> すべて表示 </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"> クリエイティブトピックを検索 </h3> <ul class="my-1"> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://jp.linkedin.com/learning/topics/aec?trk=learning-course_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-course_browsemap_link" data-tracking-will-navigate> AEC </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://jp.linkedin.com/learning/topics/user-experience-16114555?trk=learning-course_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-course_browsemap_link" data-tracking-will-navigate> UX (ユーザー体験） </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://jp.linkedin.com/learning/topics/animation-and-illustration?trk=learning-course_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-course_browsemap_link" data-tracking-will-navigate> アニメーション／イラスト </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://jp.linkedin.com/learning/topics/web-design-and-ux?trk=learning-course_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-course_browsemap_link" data-tracking-will-navigate> ウェブデザイン </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://jp.linkedin.com/learning/topics/audio-and-music?trk=learning-course_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-course_browsemap_link" data-tracking-will-navigate> オーディオ／音楽 </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://jp.linkedin.com/learning/topics/graphic-design-16116191?trk=learning-course_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-course_browsemap_link" data-tracking-will-navigate> グラフィックデザイン </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://jp.linkedin.com/learning/topics/motion-graphics-and-vfx-16112718?trk=learning-course_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-course_browsemap_link" data-tracking-will-navigate> モーショングラフィックス／視覚効果 </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://jp.linkedin.com/learning/topics/digital-imaging-photography-2?trk=learning-course_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-course_browsemap_link" data-tracking-will-navigate> 写真撮影 </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" 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lang="ko_KR"> 한국어 (韓国語) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="मराठी (マラーティー語)" 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 (マラーティー語) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Bahasa Malaysia (マレー語)" 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-ms_MY" data-locale="ms_MY" role="menuitem" lang="ms_MY"> Bahasa Malaysia (マレー語) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Nederlands (オランダ語)" 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-nl_NL" data-locale="nl_NL" role="menuitem" lang="nl_NL"> Nederlands (オランダ語) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Norsk (ノルウェー語)" 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-no_NO" data-locale="no_NO" role="menuitem" lang="no_NO"> Norsk (ノルウェー語) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="ਪੰਜਾਬੀ (パンジャブ語)" 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-pa_IN" data-locale="pa_IN" role="menuitem" lang="pa_IN"> ਪੰਜਾਬੀ (パンジャブ語) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Polski (ポーランド語)" 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 (ポーランド語) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Português (ポルトガル語)" 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 (ポルトガル語) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Română (ルーマニア語)" 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 (ルーマニア語) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Русский (ロシア語)" 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 (ロシア語) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Svenska (スウェーデン語)" 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-sv_SE" data-locale="sv_SE" role="menuitem" lang="sv_SE"> Svenska (スウェーデン語) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="తెలుగు (テルグ語)" 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-te_IN" data-locale="te_IN" role="menuitem" lang="te_IN"> తెలుగు (テルグ語) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="ภาษาไทย (タイ語)" 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-th_TH" data-locale="th_TH" role="menuitem" lang="th_TH"> ภาษาไทย (タイ語) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Tagalog (タガログ語)" 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-tl_PH" data-locale="tl_PH" role="menuitem" lang="tl_PH"> Tagalog (タガログ語) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Türkçe (トルコ語)" 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-tr_TR" data-locale="tr_TR" role="menuitem" lang="tr_TR"> Türkçe (トルコ語) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Українська (ウクライナ語)" 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-uk_UA" data-locale="uk_UA" role="menuitem" lang="uk_UA"> Українська (ウクライナ語) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Tiếng Việt (ベトナム語)" class="font-sans text-xs link block py-[5px] px-2 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