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pdtxie committed Jan 20, 2025
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28 changes: 14 additions & 14 deletions docs/fa24.md
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---
title: NMEP fa24
nav_order: 4
title: NMEP Fall 2024
nav_order: 1
layout: home
---

## NMEP Spring 2025
## 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 diffusion models. Come hungry to learn and get to know the rest of your class!

Your instructors this semester are Tejas Prabhune and Tim Xie!
Your instructor this semester is Sara Eginova!


### Schedule
Expand All @@ -34,14 +34,14 @@ Your instructors this semester are Tejas Prabhune and Tim Xie!
<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></td>
<td>Tim, Tejas</td>
</tr>
<tr>
<td style="max-width: 30px;">2</td>
<td>Sep 30</td>
<td>Classical ML (<a href="https://docs.google.com/presentation/d/13NwgyAVt6c79NgEvChtRHKd2ntMheDY2qmMQlMmAAS4/edit?usp=drive_link">slides</a>)</td>
<td></td>
<td></td>
<td>Tejas</td>
</tr>
<tr>
<td style="max-width: 30px;">3</td>
Expand All @@ -52,7 +52,7 @@ Your instructors this semester are Tejas Prabhune and Tim Xie!
<a href="https://drive.google.com/file/d/1Up6oxVNy7W_htigekfo2uYSslChIcEof/view?usp=drive_link">Intro to Pytorch</a>
<a href="https://drive.google.com/drive/folders/1KQLOSiGAPHW-6ORCwtECIkyfUqdNklSu?usp=drive_link">Word Embeddings</a>
</td>
<td></td>
<td>Tim</td>
</tr>
<tr>
<td style="max-width: 30px;">4</td>
Expand All @@ -61,7 +61,7 @@ Your instructors this semester are Tejas Prabhune and Tim Xie!
<td><span class="label label-yellow"><strong>Homework 2</strong></span>
<a href="https://github.com/mlberkeley/fa24-nmep-hw2/">Model Zhu</a>
</td>
<td></td>
<td>Tejas</td>
</tr>
<tr>
<td style="max-width: 30px;">5</td>
Expand All @@ -78,35 +78,35 @@ Your instructors this semester are Tejas Prabhune and Tim Xie!
<a href="https://github.com/tejasprabhune/hw3-transformers">Transformers</a>
<a href="/fa24-nmep/assets/hw3/hw3-worksheet.pdf">Worksheet</a>
</td>
<td></td>
<td>Sara</td>
</tr>
<tr>
<td style="max-width: 30px;">7</td>
<td>Nov 4</td>
<td>Transformers 2 (<a href="https://docs.google.com/presentation/d/1-qNWqIUD-ld3ijqEhUexp6Usg_ze39hQXXrmdwLc-nI/edit#slide=id.g2fa7bb19c0a_0_0">slides</a>)</td>
<td></td>
<td></td>
<td>Derek</td>
</tr>
<tr>
<td style="max-width: 30px;">8</td>
<td>Nov 11</td>
<td>Self-supervised Learning (<a href="https://docs.google.com/presentation/d/1sOigbq6bcI3TIiQD3necn3LrmqJKEJOIoDJnxSN7sfE/edit?usp=drive_link">slides</a>)</td>
<td><span class="label label-green"><strong>Final Project Proposal</strong></span></td>
<td></td>
<td>Tejas</td>
</tr>
<tr>
<td style="max-width: 30px;">9</td>
<td>Nov 18</td>
<td>RL (<a href="https://docs.google.com/presentation/d/1ewH5WvMKY0v0n8izLtlwmAskf5zdIcOftNFbO6uP474/edit?usp=sharing">slides</a>)</td>
<td></td>
<td></td>
<td>Saathvik</td>
</tr>
<tr>
<td style="max-width: 30px;">10</td>
<td>Nov 25</td>
<td>Ethics, Object Detection (<a href="https://docs.google.com/presentation/d/1FQ-RNjrANvdVjQIY4LFaHAlm9-hNVxRftKNYj56n2K4/edit?usp=sharing">slides</a>)</td>
<td><span class="label label-green"><strong>Final Project Checkpoint</strong></span><br><span class="label"><strong>Extra Exercise</strong></span> <a href="https://colab.research.google.com/drive/1nDIw-Kj3_6bvhXpBW_W_jMuoNvJeBVo9?usp=drive_link">YOLO</a></td>
<td></td>
<td>Tim</td>
</tr>
<tr>
<td style="max-width: 30px;">11</td>
Expand All @@ -116,7 +116,7 @@ Your instructors this semester are Tejas Prabhune and Tim Xie!
<a href="https://calendar.google.com/calendar/u/0/appointments/schedules/AcZssZ2OIBta2aWKLomTShrIrXbohnK0j6ERU7zkiJmBsAQrUkBFn2t7we6KJzza3gPvFbhLFP-s44ry">Signups 1</a>
<a href="https://calendar.google.com/calendar/u/0/appointments/schedules/AcZssZ2Z09UrGFK02sdKhja3VvnVJCc5hSF_9URqSvP038A9YXuKCpjWyzRioGCd683x6U4bngWZARtS">Signups 2</a> (if the other one is full)
<br><span class="label"><strong>Lecture Exercise</strong></span> <a href="https://github.com/tejasprabhune/lec10-diffusion">Diffusion</a></td>
<td></td>
<td>Tejas, Nemer</td>
</tr>
<tr>
<td style="max-width: 30px;">12</td>
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28 changes: 14 additions & 14 deletions index.md
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Original file line number Diff line number Diff line change
@@ -1,15 +1,15 @@
---
title: Home
nav_order: 1
title: NMEP Spring 2025
nav_order: 4
layout: home
---

## NMEP Fall 2024
## NMEP Spring 2025

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

Your instructor this semester is Sara Eginova!
Your instructors this semester are Tejas Prabhune and Tim Xie!


### Schedule
Expand All @@ -34,14 +34,14 @@ Your instructor this semester is Sara Eginova!
<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, Tejas</td>
<td></td>
</tr>
<tr>
<td style="max-width: 30px;">2</td>
<td>Sep 30</td>
<td>Classical ML (<a href="https://docs.google.com/presentation/d/13NwgyAVt6c79NgEvChtRHKd2ntMheDY2qmMQlMmAAS4/edit?usp=drive_link">slides</a>)</td>
<td></td>
<td>Tejas</td>
<td></td>
</tr>
<tr>
<td style="max-width: 30px;">3</td>
Expand All @@ -52,7 +52,7 @@ Your instructor this semester is Sara Eginova!
<a href="https://drive.google.com/file/d/1Up6oxVNy7W_htigekfo2uYSslChIcEof/view?usp=drive_link">Intro to Pytorch</a>
<a href="https://drive.google.com/drive/folders/1KQLOSiGAPHW-6ORCwtECIkyfUqdNklSu?usp=drive_link">Word Embeddings</a>
</td>
<td>Tim</td>
<td></td>
</tr>
<tr>
<td style="max-width: 30px;">4</td>
Expand All @@ -61,7 +61,7 @@ Your instructor this semester is Sara Eginova!
<td><span class="label label-yellow"><strong>Homework 2</strong></span>
<a href="https://github.com/mlberkeley/fa24-nmep-hw2/">Model Zhu</a>
</td>
<td>Tejas</td>
<td></td>
</tr>
<tr>
<td style="max-width: 30px;">5</td>
Expand All @@ -78,35 +78,35 @@ Your instructor this semester is Sara Eginova!
<a href="https://github.com/tejasprabhune/hw3-transformers">Transformers</a>
<a href="/fa24-nmep/assets/hw3/hw3-worksheet.pdf">Worksheet</a>
</td>
<td>Sara</td>
<td></td>
</tr>
<tr>
<td style="max-width: 30px;">7</td>
<td>Nov 4</td>
<td>Transformers 2 (<a href="https://docs.google.com/presentation/d/1-qNWqIUD-ld3ijqEhUexp6Usg_ze39hQXXrmdwLc-nI/edit#slide=id.g2fa7bb19c0a_0_0">slides</a>)</td>
<td></td>
<td>Derek</td>
<td></td>
</tr>
<tr>
<td style="max-width: 30px;">8</td>
<td>Nov 11</td>
<td>Self-supervised Learning (<a href="https://docs.google.com/presentation/d/1sOigbq6bcI3TIiQD3necn3LrmqJKEJOIoDJnxSN7sfE/edit?usp=drive_link">slides</a>)</td>
<td><span class="label label-green"><strong>Final Project Proposal</strong></span></td>
<td>Tejas</td>
<td></td>
</tr>
<tr>
<td style="max-width: 30px;">9</td>
<td>Nov 18</td>
<td>RL (<a href="https://docs.google.com/presentation/d/1ewH5WvMKY0v0n8izLtlwmAskf5zdIcOftNFbO6uP474/edit?usp=sharing">slides</a>)</td>
<td></td>
<td>Saathvik</td>
<td></td>
</tr>
<tr>
<td style="max-width: 30px;">10</td>
<td>Nov 25</td>
<td>Ethics, Object Detection (<a href="https://docs.google.com/presentation/d/1FQ-RNjrANvdVjQIY4LFaHAlm9-hNVxRftKNYj56n2K4/edit?usp=sharing">slides</a>)</td>
<td><span class="label label-green"><strong>Final Project Checkpoint</strong></span><br><span class="label"><strong>Extra Exercise</strong></span> <a href="https://colab.research.google.com/drive/1nDIw-Kj3_6bvhXpBW_W_jMuoNvJeBVo9?usp=drive_link">YOLO</a></td>
<td>Tim</td>
<td></td>
</tr>
<tr>
<td style="max-width: 30px;">11</td>
Expand All @@ -116,7 +116,7 @@ Your instructor this semester is Sara Eginova!
<a href="https://calendar.google.com/calendar/u/0/appointments/schedules/AcZssZ2OIBta2aWKLomTShrIrXbohnK0j6ERU7zkiJmBsAQrUkBFn2t7we6KJzza3gPvFbhLFP-s44ry">Signups 1</a>
<a href="https://calendar.google.com/calendar/u/0/appointments/schedules/AcZssZ2Z09UrGFK02sdKhja3VvnVJCc5hSF_9URqSvP038A9YXuKCpjWyzRioGCd683x6U4bngWZARtS">Signups 2</a> (if the other one is full)
<br><span class="label"><strong>Lecture Exercise</strong></span> <a href="https://github.com/tejasprabhune/lec10-diffusion">Diffusion</a></td>
<td>Tejas, Nemer</td>
<td></td>
</tr>
<tr>
<td style="max-width: 30px;">12</td>
Expand Down

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