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NMEP Fall 2024

Welcome everyone! In the New Member Education Program (NMEP), we'll be paving a sturdy ML foundation for you—from classical ML to reinforcement learning. Come hungry to learn and get to know the rest of your class!

Schedule

<tr> <th style="max-width: 30px;">Week</th> <th>Date</th> <th>Lecture</th> <th>Assignments</th> <th>Lecturer(s)</th> </tr>
<tr>
    <td style="max-width: 30px;">1</td>
    <td>Sep 23</td>
    <td>Intro + Background Review</td>
    <td><span class="label"><strong>Lecture Exercise</strong></span> <a href="https://drive.google.com/file/d/1UM2w5BrJrEcI69_eqhIn-t1yrdC7XzY9/view?usp=drive_link">Rockfall</a><br> 
    <span class="label label-yellow"><strong>Homework 1</strong></span> 
    <a href="/fa24-nmep/assets/hw0/hw0-math.pdf">Math Review</a> 
    <a href="/fa24-nmep/assets/hw0/hw0-pandas.ipynb">Pandas</a> 
    <a href="/fa24-nmep/assets/hw0/hw0-numpy.ipynb">Numpy</a></td>
    <td>Tim Xie, Tejas Prabhune</td>
</tr>
<tr>
    <td style="max-width: 30px;">2</td>
    <td>Sep 30</td>
    <td>Classical ML</td>
    <td></td>
    <td></td>
</tr>
<tr>
    <td style="max-width: 30px;">3</td>
    <td>Oct 7</td>
    <td>Deep Learning, Embeddings</td>
    <td></td>
    <td></td>
</tr>
<tr>
    <td style="max-width: 30px;">4</td>
    <td>Oct 14</td>
    <td>CNNs & Object Detection</td>
    <td></td>
    <td></td>
</tr>
<tr>
    <td style="max-width: 30px;">5</td>
    <td>Oct 21</td>
    <td>NLP & Transformers 1</td>
    <td></td>
    <td></td>
</tr>
<tr>
    <td style="max-width: 30px;">6</td>
    <td>Oct 28</td>
    <td>Transformers 2</td>
    <td></td>
    <td></td>
</tr>
<tr>
    <td style="max-width: 30px;">7</td>
    <td>Nov 4</td>
    <td>Self-supervised Learning</td>
    <td></td>
    <td></td>
</tr>
<tr>
    <td style="max-width: 30px;">8</td>
    <td>Nov 11</td>
    <td>RL</td>
    <td></td>
    <td></td>
</tr>
<tr>
    <td style="max-width: 30px;">9</td>
    <td>Nov 18</td>
    <td>GANs, Diffusion</td>
    <td></td>
    <td></td>
</tr>
<tr>
    <td style="max-width: 30px;">10</td>
    <td>Nov 25</td>
    <td>Ethics</td>
    <td></td>
    <td></td>
</tr>
<tr>
    <td style="max-width: 30px;">11</td>
    <td>Dec 2</td>
    <td>Special Topics</td>
    <td></td>
    <td></td>
</tr>
<tr>
    <td style="max-width: 30px;">12</td>
    <td>Dec 9</td>
    <td>(No Lecture) Final Presentations</td>
    <td></td>
    <td></td>
</tr>