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<span class="above-tab-1">
<p class="c15 title" id="h.47q1ynmuqqow"><span class="c43">RESOURCES</span><span class="c43 c49"> </span></p>
<!-- <p class="c1 c9"><span class="c49 c41 c60"></span></p> -->
<h1 class="c15" id="h.6cui3qtafuhl"><span class="c35">Selected resources to get started in ML</span></h1>
<h1 class="c15" id="h.6cui3qtafuhl-1"><span class="c35">Written by Students for Students</span></h1>
<!-- <p class="c1 c9"><span class="c54 c57"></span></p> -->
<p class="c1"><span class="c12">2021 Edition</span></p>
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<h1 class="c15 c22" id="h.8p781oy9pipo"><span class="c29"></span></h1>
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<h1 class="c15 c22" id="h.32x4g5m7t21n"><span class="c28"></span></h1>
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<h1 class="c15" id="h.x1lrq2jypck"><span class="c28">MATH FOR ML</span></h1>
<p class="c1 c9"><span class="c5"></span></p>
<ul>
<li>
<p class="c1"><span class="c5">Technical videos from Mathematical Monk about ML: <a href="https://www.youtube.com/watch?v=yDLKJtOVx5c">Youtube</a></span></p>
</li>
<li>
<p class="c1"><span class="c5">Learn linear algebra with <a href="https://www.youtube.com/watch?v=fNk_zzaMoSs&list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab">3blue1brown on Youtube</a></span></p>
</li>
<li>
<p class="c1"><span class="c5">Learn matrix methods with <a href="https://www.youtube.com/watch?v=Cx5Z-OslNWE&list=PLUl4u3cNGP63oMNUHXqIUcrkS2PivhN3k">MIT’s Gil Strang</a></span></p>
</li>
<li>
<p class="c1"><span class="c5">Learn basic probability with <a href="https://www.youtube.com/watch?v=dqgZxu9qc2w&list=PLFGZup_HuWTtIs0Xbzt7vDoFrnZxN4VXT">Mr. Nystrom</a></span></p>
<p class="c1 c9"><span class="c5"></span></p>
</li>
<li>
<p class="c1"><span class="c5">Learn advanced probability with <a href="https://www.youtube.com/playlist?list=PL17567A1A3F5DB5E4">Mathematical Monk</a></span></p>
</li>
</ul>
<p class="c1"><span class="c10">Disclaimer:</span><span class="c11"> These courses are suggested by
students and are not officially endorsed by the Bennett University Computer Science Engineering Department.</span></p>
<p class="c0"><span class="c1"></span></p>
<h4 class="c15" id="h.lyv4vc168gbe"><span class="c11 c41">If you have any questions, comments, or
suggestions, please do not hesitate to email us at </span><span class="c7 c41"><a class="c0" href="mailto:e19cse367@bennett.edu.in">
e19cse367@bennett.edu.in</a></span><span class="c11 c41">!</span></h4>
<p class="c0"><span class="c1"></span></p>
<p class="c0"><span class="c28 c22 c37 c44"></span></p>
<h1 class="c31" id="h.8hdunkegmj5p"><span class="c32 c16"></span></h1>
<hr style="page-break-before:always;display:none;">
<h1 class="c31" id="h.uujhxrmtak3x"><span class="c16 c32"></span></h1>
</div>
<!-- ML -->
<div id="courses" class="readme_tabcontent">
<h1 class="c15" id="h.x1lrq2jypck"><span class="c28">MACHINE LEARNING COURSES</span></h1>
<p class="c1 c9"><span class="c5"></span></p>
<ul>
<li>
<p class="c1"><span class="c5">Andrew Ng Deep Learning Videos: <a href="https://www.youtube.com/watch?v=PPLop4L2eGk&list=PLLssT5z_DsK-h9vYZkQkYNWcItqhlRJLN">Youtube</a></span></p>
</li>
<li>
<p class="c1"><span class="c5">Intro ML at MIT: <a href="https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-867-machine-learning-fall-2006/">MIT Open Course Ware</a></span></p>
</li>
<li>
<p class="c1"><span class="c5">Intro AI at MIT: <a href="https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-034-artificial-intelligence-fall-2010/">MIT Open Course Ware</a> and <a href="https://www.youtube.com/watch?v=TjZBTDzGeGg&list=PLUl4u3cNGP63gFHB6xb-kVBiQHYe_4hSi">Youtube</a></span></p>
</li>
<li>
<p class="c1"><span class="c5">Deep Learning Monthlong Course: <a href="https://www.youtube.com/watch?v=5tvmMX8r_OM">Youtube</a></span></p>
<p class="c1 c9"><span class="c5"></span></p>
</li>
</ul>
<p class="c1"><span class="c10">Disclaimer:</span><span class="c11"> These courses are suggested by
students and are not officially endorsed by the Bennett University Computer Science Engineering Department.</span></p>
<p class="c0"><span class="c1"></span></p>
<h4 class="c15" id="h.lyv4vc168gbe"><span class="c11 c41">If you have any questions, comments, or
suggestions, please do not hesitate to email us at </span><span class="c7 c41"><a class="c0" href="mailto:e19cse367@bennett.edu.in">
e19cse367@bennett.edu.in</a></span><span class="c11 c41">!</span></h4>
<p class="c0"><span class="c1"></span></p>
<p class="c0"><span class="c28 c22 c37 c44"></span></p>
<h1 class="c31" id="h.8hdunkegmj5p"><span class="c32 c16"></span></h1>
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<h1 class="c31" id="h.uujhxrmtak3x"><span class="c16 c32"></span></h1>
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<div id="other" class="readme_tabcontent">
<h1 class="c15" id="h.x1lrq2jypck"><span class="c28">OTHER RESOURCES</span></h1>
<p class="c1 c9"><span class="c5"></span></p>
<ul>
<li>
<p class="c1"><span class="c5">Deep Learning by Goodfellow et al: free book available at <a href="https://www.deeplearningbook.org/">deeplearningbook.org</a></span></p>
</li>
<li>
<p class="c1"><span class="c5">Practice data science problems on <a href="https://www.kaggle.com/">Kaggle</a></span></p>
</li>
<li>
<p class="c1"><span class="c5">Read ML-related articles on <a href="https://distill.pub/">Distill</a></span></p>
<p class="c1 c9"><span class="c5"></span></p>
</li>
</ul>
<p class="c1"><span class="c10">Disclaimer:</span><span class="c11"> These courses are suggested by
students and are not officially endorsed by the Bennett University Computer Science Engineering Department.</span></p>
<p class="c0"><span class="c1"></span></p>
<h4 class="c15" id="h.lyv4vc168gbe"><span class="c11 c41">If you have any questions, comments, or
suggestions, please do not hesitate to email us at </span><span class="c7 c41"><a class="c0" href="mailto:e19cse367@bennett.edu.in">
e19cse367@bennett.edu.in</a></span><span class="c11 c41">!</span></h4>
<p class="c0"><span class="c1"></span></p>
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