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href="/chapters" title="About ACM India Chapters">About ACM India Chapters</a><br/> </li> </ul> </div> <div class="section-nav-wrapper"> <ul> <li> <a href="/diversity-equity-inclusion" title="Diversity, Equity & Inclusion">Diversity, Equity & Inclusion</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="/education">Education</a></li> <li class="current"> <a href="/education/big-data-ml-winter-2020">Winter School on Algorithms for Big Data and Machine Learning Hosted by Institute of Mathematical Sciences, Chennai</a> </li> </ul> </div> </div> <article class="has-edit-button" id="SkipTarget" tabindex="-1"> <div class="row"> <div class="columns small-12"> <h1>Winter School on Algorithms for Big Data and Machine Learning Hosted by Institute of Mathematical Sciences, Chennai</h1> <h2>Sponsored by Microsoft Research India</h2> </div> </div> <div class="row"> <div class="columns large-8 medium-8 small-12 blocks"> <div class="clearfix"> <p>Dates: 28 December 2020 to 9 January 2021</p> <p>Course coordinators:</p> <ul> <li>Academic: Saket Saurabh <a href="/cdn-cgi/l/email-protection#d6a5b7bdb3a296bfbba5b5f8a4b3a5f8bfb8"><span class="__cf_email__" data-cfemail="fd8e9c969889bd94908e9ed38f988ed39493">[email protected]</span></a></li> <li>Local (from host institute): Venkatesh Raman <a href="/cdn-cgi/l/email-protection#8ff9fdeee2eee1cfe6e2fceca1fdeafca1e6e1"><span class="__cf_email__" data-cfemail="eb9d998a868a85ab82869888c5998e98c58285">[email protected]</span></a> and Saket Saurabh</li> </ul> <p>Description of school:<br /> The school is about theoretical algorithms used for problems arising in Big Data. In particular it will cover algorithms with guarantees that they are used in Machine Learning and other Big Data applications.</p> <p>List of subtopics:</p> <ul> <li>Basics of Linear Algebra</li> <li>Basics of Probability Theory and Randomized Algorithms</li> <li>Theoretical Foundations of Machine Learning</li> <li>Streaming Algorithms</li> <li>Sketching and Dimension Reduction</li> </ul> <p>Partial list of speakers:</p> <ul> <li>Fahad Panolan, IIT Hyderabad</li> <li>Venkatesh Raman, IMSc</li> <li>Saket Saurabh, IMSc</li> <li>Faculty from MSRI Microsoft Research India) (TBD)</li> </ul> <p>Background/prior courses recommended:</p> <ul> <li>Algorithms</li> <li>Probability Theory</li> </ul> <p><strong><a href="https://docs.google.com/forms/d/e/1FAIpQLSfsdKYGKlB6pQ-maQPpLunSZHyRG09u8vX-EMhsdoMrsgrBsA/viewform">Click here to apply for ACM India Winter School 2020-21</a></strong></p></div><!-- MainContent --> </div> <div class="columns large-4 medium-4 small-12"> </div> </div> <!-- <div 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