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<title>Рекомендовать или не рекомендовать — пуcть решает ML! OTUS</title>
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<meta name="description" content="Двухдневный интенсив онлайн-курса "Machine Learning. Advanced". День 1 Рекомендательные системы сегодня встречаются повсеместно: рекомендация фильмов и музыки, персональное формирование ленты в соц. сетях, предложения онлайн магазинов и многие другие. Но знаете ли вы, как они устроены изнутри? На двухдневном интенсиве в OTUS мы провели глубокое погружение в область рекомендательных систем. Уже в первый день мы" />
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<h1 class="post-title">
Рекомендовать или не рекомендовать — пуcть решает ML!
</h1>
<a href="https://otus.ru/journal/rekomendovat-ili-ne-rekomendovat-puct-reshaet-ml/" class="date-link" data-wpel-link="internal"><time class="post-date">3 ноября, 2022</time></a>
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<p class="ez-toc-title " >Содержание</p>
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<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class="ez-toc-link ez-toc-heading-1" href="#%D0%94%D0%B2%D1%83%D1%85%D0%B4%D0%BD%D0%B5%D0%B2%D0%BD%D1%8B%D0%B9_%D0%B8%D0%BD%D1%82%D0%B5%D0%BD%D1%81%D0%B8%D0%B2_%D0%BE%D0%BD%D0%BB%D0%B0%D0%B9%D0%BD-%D0%BA%D1%83%D1%80%D1%81%D0%B0_%C2%ABMachine_Learning_Advanced%C2%AB_%D0%94%D0%B5%D0%BD%D1%8C_1" title="Двухдневный интенсив онлайн-курса «Machine Learning. Advanced«. День 1">Двухдневный интенсив онлайн-курса «Machine Learning. Advanced«. День 1</a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class="ez-toc-link ez-toc-heading-2" href="#%D0%9F%D1%80%D0%BE%D0%B4%D0%BE%D0%BB%D0%B6%D0%B5%D0%BD%D0%B8%D0%B5_%D0%B8%D0%BD%D1%82%D0%B5%D0%BD%D1%81%D0%B8%D0%B2%D0%B0" title="Продолжение интенсива">Продолжение интенсива</a></li></ul></li></ul></nav></div>
<h2 class="wp-block-heading"><span class="ez-toc-section" id="%D0%94%D0%B2%D1%83%D1%85%D0%B4%D0%BD%D0%B5%D0%B2%D0%BD%D1%8B%D0%B9_%D0%B8%D0%BD%D1%82%D0%B5%D0%BD%D1%81%D0%B8%D0%B2_%D0%BE%D0%BD%D0%BB%D0%B0%D0%B9%D0%BD-%D0%BA%D1%83%D1%80%D1%81%D0%B0_%C2%ABMachine_Learning_Advanced%C2%AB_%D0%94%D0%B5%D0%BD%D1%8C_1"></span>Двухдневный интенсив онлайн-курса <a href="https://otus.ru/lessons/advanced-ml/?utm_source=oj&utm_medium=affilate&utm_campaign=ml-advanced&mxm=[[hash_metrika]]&relogin=True&token=[[token]]" target="_blank" rel="noopener nofollow external noreferrer" title="" data-wpel-link="external" class="wpel-icon-right">«<strong>Machine Learning. Advanced</strong><span class="wpel-icon wpel-image wpel-icon-6"></span></a>«. День 1<span class="ez-toc-section-end"></span></h2>
<figure class="wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio"><div class="wp-block-embed__wrapper">
<iframe title="Демо-занятие курса «Machine Learning. Advanced» День 1" width="770" height="433" src="https://www.youtube.com/embed/gxYKhuDxKzM?start=16&feature=oembed" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>
</div></figure>
<p>Рекомендательные системы сегодня встречаются повсеместно: рекомендация фильмов и музыки, персональное формирование ленты в соц. сетях, предложения онлайн магазинов и многие другие. Но знаете ли вы, как они устроены изнутри?</p>
<p>На двухдневном интенсиве в OTUS мы провели глубокое погружение в область рекомендательных систем. Уже в первый день мы изучили наиболее популярные подходы, которые существуют для формирования рекомендаций, и реализовали один из них своими руками. </p>
<div class="wp-block-columns are-vertically-aligned-center is-layout-flex wp-container-core-columns-layout-2 wp-block-columns-is-layout-flex">
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<div class="wp-block-image"><figure class="aligncenter size-large"><img decoding="async" width="80" height="80" src="https://otus.ru/journal/wp-content/uploads/2022/11/Mariya_Tihonova_80x80.png" alt="Рекомендовать или не рекомендовать — пуcть решает ML!" class="wp-image-4881"/></figure></div>
</div>
<div class="wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow" style="flex-basis:2%"></div>
<div class="wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow" style="flex-basis:55%">
<p class="has-text-align-left" style="line-height:1.5"><strong>Спикер: <strong>Мария Тихонова</strong></strong></p>
<p class="has-text-align-left" style="line-height:1.5">Senior Data Scientist SberDevices, преподаватель ВШЭ и OTUS</p>
</div>
</div>
<hr class="wp-block-separator"/>
<h3 class="wp-block-heading"><span class="ez-toc-section" id="%D0%9F%D1%80%D0%BE%D0%B4%D0%BE%D0%BB%D0%B6%D0%B5%D0%BD%D0%B8%D0%B5_%D0%B8%D0%BD%D1%82%D0%B5%D0%BD%D1%81%D0%B8%D0%B2%D0%B0"></span>Продолжение интенсива<span class="ez-toc-section-end"></span></h3>
<p>Во второй день мы поговорили о более продвинутых методах на основе матричных разложений, а также изучили готовые инструменты и библиотеки для построения рекомендательных систем. <a href="https://otus.ru/journal/rekomendovat-ili-ne-rekomendovat-puct-reshaet-ml-chast-2/?utm_source=oj&utm_medium=affilate&utm_campaign=ml-advanced&mxm=[[hash_metrika]]&relogin=True&token=[[token]]" target="_blank" rel="noopener" title="" data-wpel-link="internal">Смотреть запись</a></p>
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