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schedule.html
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<!DOCTYPE HTML>
<html>
<head>
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<script async src="https://www.googletagmanager.com/gtag/js?id=UA-28199335-3"></script>
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window.dataLayer = window.dataLayer || [];
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gtag('js', new Date());
gtag('config', 'UA-28199335-3');
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<title>MIT 6.S191: Introduction to Deep Learning, Schedule</title>
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<a href="index.html" class="logo">6.S191</a>
<nav id="nav">
<a href="index.html">Home</a>
<a href="schedule.html">Schedule</a>
<a href="https://github.com/yala/introdeeplearning">Labs</a>
<a href="https://piazza.com/class/iwmlwep2fnd5uu">Piazza</a>
<a href="http://deepqueue.herokuapp.com/">HelpQ</a>
<a href="https://docs.google.com/document/d/1UkOT7w67my5RoQdNEqDzV2OHZgsKzHdiVp7oKOYBIcM/edit?usp=sharing">Additional Resources</a>
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<h2>6.S191 Schedule</h2>
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</header>
<hr class="major" />
<div class="row 200%">
<div class="table-wrapper">
<table>
<tbody>
<thead>
<tr>
<td>Session</td>
<td>Part 1</td>
<td>Part 2</td>
<td>Lab</td>
<td>Additional Materials</td>
</tr>
</thead>
<tr>
<td>1</td>
<td>State of Deep Learning in 2017 <a href="lectures/Lecture 1.pdf">Slides</a> <a href="https://www.youtube.com/watch?v=IgSuFYamZas&list=PLkkuNyzb8LmxFutYuPA7B4oiMn6cjD6Rs">Video</a> </td>
<td>Deep Sequence Modelling <a href="lectures/Sequence Modeling.pdf">Slides</a> <a href="https://www.youtube.com/watch?v=zQxm3Upr3_I&index=2&list=PLkkuNyzb8LmxFutYuPA7B4oiMn6cjD6Rs">Video</a> </td>
<td> Intro to TensorFlow I: Computation Graphs and MLPs <a href="https://github.com/yala/introdeeplearning">Code</a></td>
<td>Coming soon</td>
</tr>
<tr>
<td>2</td>
<td>Deep Computer Vision <a href="lectures/6S191-Deep-Learning-Computer-Vision.pdf">Slides</a></td>
<td>Deep Generative Models <a href="lectures/6S191-Deep-Generative-Models.pdf">Slides</a></td>
<td>Intro to TensorFlow II: Language Modeling with LSTMs <a href="https://github.com/yala/introdeeplearning">Code</a></td>
<td>Coming soon</td>
</tr>
<tr>
<td>3</td>
<td>Multimodal Deep Learning <a href="lectures/Multimodal learning.pdf">Slides</a> <a href="https://www.youtube.com/watch?v=6QewMQT4iMM&index=3&list=PLkkuNyzb8LmxFutYuPA7B4oiMn6cjD6Rs">Video</a> </td>
<td>Deep Reinforcement Learning <a href="lectures/6.S091DeepReinforcementLearning.pdf">Slides</a> <a href="https://www.youtube.com/watch?v=xWe58WGWmlk&index=4&list=PLkkuNyzb8LmxFutYuPA7B4oiMn6cjD6Rs">Video</a></td>
<td>Work time for paper reviews/project proposals</td>
<td>Coming soon</td>
</tr>
<tr>
<td>4</td>
<td>Guest Lectures: Google Brain, NVIDIA</td>
<td>Guest Lectures: IBM Watson, Amazon Alexa</td>
<td>Work time for paper reviews/project proposals + Sponsor Booths</td>
<td>Coming soon</td>
</tr>
<tr>
<td>5</td>
<td>Project Proposal Presentations</td>
<td>Project Proposal Presentations</td>
<td>Proposal Judging</td>
<td>Post-Class Reception</td>
</tr>
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