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dlresources.html
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<!DOCTYPE html>
<html lang="en">
<head>
<title>Deep learning Syllabus</title>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
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<header class="site-navbar py-3" role="banner">
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<div class="col-6 col-xl-2">
<h1 class="mb-0"><a href="index.html" class="text-black h2 mb-0"> ML Group<span class="text-primary">.</span></a></h1>
</div>
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<li class="active"><a href="index.html">Home</a></li>
<li><a href="mlschedule.html">Machine Learning</a></li>
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<h1> Deep Learning Learning Discussion Series </h1>
<h5> <li>We have prepared the topics list based on M.Tech AI major courses, MOOC's Deep Learning courses like stanford CS231n, Stanford 224n, IITM Nptel, Andrew Ng Deep Learning. </li></h5>
<h5><li></li> </h5>
</div>
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<h2 class="site-section-heading text-center">Resources and Reference Courses of Discussion</h2>
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<div class="image" style="background-image: url('images/iitm1.jpg');"></div>
<div class="text">
<h3>CS7015: Deep Learning, IIT Madras</h3>
<p> This course is nptel course offered by prof. Mitesh M. Khapra. Deep learning part-1 and part-2. We have following this course for understanding fundamental of deep learning.</p>
<li>Slides/Notes<a href="https://www.cse.iitm.ac.in/~miteshk/CS7015.html">Class Note</a></li>
<li>Deep Learning Part 1: <a href="https://nptel.ac.in/noc/individual_course.php?id=noc18-cs41">Course Home page</a></li>
<li>Deep Learning Part 2: <a href="https://nptel.ac.in/noc/individual_course.php?id=noc19-cs18">Course Home page</a></li>
</div>
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<div class="image" style="background-image: url('images/stanford.png');"></div>
<div class="text">
<h3>CS231n: Convolutional Neural Networks for Visual Recognition</h3>
<p> This course is stanford CS231n class course offered by prof. Fie-Fie Li. We have following this course for understanding CNN and computer Vision.</p>
<li><a href="http://cs231n.stanford.edu/">Course Home page </a><a href="http://cs231n.github.io/"> * Course Class Notes</a></li>
</div>
</div>
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<div class="image" style="background-image: url('images/stanford.png');"></div>
<div class="text">
<h3>CS224n: Natural Language Processing with Deep Learning</h3>
<p> This course is stanford CS231n class course offered by prof. Chris Manning. We have following this course for understanding Wmbeddings NLP and deep learning.</p>
<li><a href="http://web.stanford.edu/class/cs224n/">Course Home page</a></li>
</div>
</div>
</div>
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<div class="image" style="background-image: url('images/tf.jpeg');"></div>
<div class="text">
<h3>CS 20: Tensorflow for Deep Learning Research</h3>
<p> This course is stanford CS20 class course. We have following this course for understanding tensorflow understanding.</p>
<li>Aurélien Géron’s Hands-On Machine Learning with Scikit-Learn and TensorFlow (O’Reilly, March 2017)</li>
<li><a href="https://web.stanford.edu/class/cs20si/">Course Home page</a></li>
</div>
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<h3 class="footer-heading mb-4">About ML Group</h3>
<p> We are M.Tech students researching in machine learning, deep learning, computer vision and NLP areas. We discuss about machine learning concepts, math and impleamentation in this group.</p>
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<h3 class="footer-heading mb-4">Navigations</h3>
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<ul class="list-unstyled">
<li><a href="index.html">Home</a></li>
<li><a href="mlschedule.html">Machine Learning</a></li>
<li><a href="dlresources.html">Deep Learning</a></li>
</ul>
</div>
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<ul class="list-unstyled">
<li><a href="dlresources.html">Resources</a></li>
<li><a href="aboutfounder.html">About Us</a></li>
</ul>
</div>
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