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href="/seasonal-schools/data-science/2023" title="2023">2023</a><br/> </li> <li> <a href="/seasonal-schools/data-science/2019" title="2019">2019</a><br/> </li> <li> <a href="/seasonal-schools/data-science/2018" title="2018">2018</a><br/> </li> <li> <a href="/seasonal-schools/data-science/2017" title="2017">2017</a><br/> </li> </ul> </div> </nav> </div> <div id="main"> <div class="article" id="maincontent" tabindex="-1"> <div class="row"> <div class="columns small-12"> <ul class="breadcrumbs"> <li><a href="/">Home</a></li> <li><a href="/seasonal-schools">Seasonal Schools</a></li> <li><a href="/seasonal-schools/data-science">Data Science</a></li> <li><a href="/seasonal-schools/data-science/2018">2018</a></li> <li class="current"> <a href="/seasonal-schools/data-science/2018/weak-supervision-for-data-extraction-data-cleaning-and-machine-learning">Weak supervision for data extraction, data cleaning, and machine learning</a> </li> </ul> </div> </div> <article class="has-edit-button" id="SkipTarget" tabindex="-1"> <div class="row"> <div class="columns small-12"> <h1>Weak supervision for data extraction, data cleaning, and machine learning</h1> </div> </div> <div class="row"> <div class="columns large-8 medium-8 small-12 blocks"> <div class="clearfix"> <h5 id="h-christopher-ré-|-thursday,-july-12"><strong>Christopher Ré | Thursday, July 12</strong></h5> <p><a href="https://cs.stanford.edu/~chrismre/"><img alt style="float: right; width:161px; height:192px; margin: 0 0 1em 1em;" src="/binaries/content/gallery/europe/seasonal-schools/chrismre_headshot_lowres-251x300.jpg" /></a></p> <h6 id="h-associate-professor-affiliated-with-dawn,-statistical-machine-learning-group,-ppl,-and-sail-(bio).">Associate Professor affiliated with DAWN, Statistical Machine Learning Group, PPL, and SAIL (bio).</h6> <p>This short course will give hands-on tutorials for the recently popular paradigm of weak supervision. The goal will be to build nearly state of the art tools for problems in natural language processing and image recognition using very little data! The emerging theory of these systems will also be presented. Related material is available online at Snorkel.stanford.edu and will be updated after the summer session.</p></div> </div> <div class="columns large-4 medium-4 small-12"> <div class="cta shadowed" data-equalizer-watch> <div class="row" style="margin: inherit;"> <div class="medium-12 columns d-table top-cta"> <div class="text-wrap"> <h2 class><a href="https://twitter.com/search?q=%23acmsummerschool&src=tyah"></a></h2> <div class="dek"> </div> </div> <a href="https://twitter.com/search?q=%23acmsummerschool&src=tyah"><img src="/binaries/ctaimagelarge/content/gallery/acm/ctas/europe-site/summer-schools/acm_twitter_hashtag-1-transformed.jpeg" alt /></a></div> </div> </div><div class="cta shadowed" data-equalizer-watch> <div class="row" style="margin: inherit;"> <div class="medium-12 columns d-table top-cta"> <div class="text-wrap"> <h2 class>Meet the Speakers</h2> <div class="dek"> </div> </div> <img src="/binaries/ctaimagelarge/content/gallery/acm/ctas/europe-site/summer-schools/2018-speakers.png" alt /></div> </div> </div><div class="cta shadowed" data-equalizer-watch> <div class="row" style="margin: inherit;"> <div class="medium-12 columns d-table top-cta"> <div class="text-wrap"> <h2 class>Contact Us</h2> <div class="dek"> <p> Reach out to us and we will respond as soon as possible. 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