generated from just-the-docs/just-the-docs-template
-
Notifications
You must be signed in to change notification settings - Fork 0
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
- Loading branch information
Showing
2 changed files
with
143 additions
and
6 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,137 @@ | ||
| --- | ||
| title: NMEP fa24 | ||
| nav_order: 4 | ||
| layout: home | ||
| --- | ||
|
|
||
| ## 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 instructors this semester are Tejas Prabhune and Tim Xie! | ||
|
|
||
|
|
||
| ### Schedule | ||
|
|
||
| <table style="table-layout: fixed;"> | ||
| <colgroup> | ||
| <col span="1" style="width: 30px;"> | ||
| <col span="1" style="width: 60px;"> | ||
| <col span="1" style="width: calc(40% - 120px)"> | ||
| <col span="1" style="width: calc(60% - 120px)"> | ||
| <col span="1" style="width: 150px;"> | ||
| </colgroup> | ||
|
|
||
| <tbody> | ||
| <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 (<a href="https://docs.google.com/presentation/d/16QicPaSS0YFcJvTFSn1yea5n_ORVMcbxCHjeDyoQSKg/edit?usp=drive_link">slides</a>)</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 0</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></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> | ||
| </tr> | ||
| <tr> | ||
| <td style="max-width: 30px;">3</td> | ||
| <td>Oct 7</td> | ||
| <td>Deep Learning (<a href="https://docs.google.com/presentation/d/1IaGEpob6Qa-fMGCZFIUshslQtlx97rVo3ZvB59ddKO8/edit?usp=drive_link">slides</a>)</td> | ||
| <td><span class="label label-yellow"><strong>Homework 1</strong></span> | ||
| <a href="/fa24-nmep/assets/hw1/hw1-review-worksheet.pdf">Neural Networks Review</a> | ||
| <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> | ||
| </tr> | ||
| <tr> | ||
| <td style="max-width: 30px;">4</td> | ||
| <td>Oct 14</td> | ||
| <td>CNNs <s>& Object Detection</s> (<a href="https://docs.google.com/presentation/d/1FQ-RNjrANvdVjQIY4LFaHAlm9-hNVxRftKNYj56n2K4/edit?usp=sharing">slides</a>)</td> | ||
| <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> | ||
| </tr> | ||
| <tr> | ||
| <td style="max-width: 30px;">5</td> | ||
| <td>Oct 21</td> | ||
| <td>No Lecture (social!!)</td> | ||
| <td></td> | ||
| <td></td> | ||
| </tr> | ||
| <tr> | ||
| <td style="max-width: 30px;">6</td> | ||
| <td>Oct 28</td> | ||
| <td>NLP & Transformers 1 (<a href="https://docs.google.com/presentation/d/1fTUTXPFuVr-kULgG36PDJVrSdbRMfSLf_tQGnCGAXUY/edit#slide=id.g2fa7bb19c0a_0_0">slides</a>)</td> | ||
| <td><span class="label label-yellow"><strong>Homework 3</strong></span> | ||
| <a href="https://github.com/tejasprabhune/hw3-transformers">Transformers</a> | ||
| <a href="/fa24-nmep/assets/hw3/hw3-worksheet.pdf">Worksheet</a> | ||
| </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></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> | ||
| </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> | ||
| </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> | ||
| </tr> | ||
| <tr> | ||
| <td style="max-width: 30px;">11</td> | ||
| <td>Dec 2</td> | ||
| <td>GANs (<a href="https://docs.google.com/presentation/d/17QeISP3fi5MZN-n9_-8PKVMe9Q-qrmlwkCOUAXv2LZw/edit?usp=drive_link">slides</a>), Diffusion (<a href="https://docs.google.com/presentation/d/1Dy9_zs4MrgM7w4IY8lrikp_orFUGNYgnwNuhnsGF61o/edit?usp=drive_link">slides</a>)</td> | ||
| <td><span class="label label-red"><strong>NMEP Final</strong></span> | ||
| <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> | ||
| </tr> | ||
| <tr> | ||
| <td style="max-width: 30px;">12</td> | ||
| <td>Dec 9</td> | ||
| <td>No Lecture (final presentations)</td> | ||
| <td><span class="label label-green"><strong>Final Project Due</strong></span></td> | ||
| <td></td> | ||
| </tr> | ||
| </tbody> | ||
| </table> | ||
|
|
||
|
|
||
| [Just the Docs]: https://just-the-docs.github.io/just-the-docs/ | ||
| [GitHub Pages]: https://docs.github.com/en/pages | ||
| [README]: https://github.com/just-the-docs/just-the-docs-template/blob/main/README.md | ||
| [Jekyll]: https://jekyllrb.com | ||
| [GitHub Pages / Actions workflow]: https://github.blog/changelog/2022-07-27-github-pages-custom-github-actions-workflows-beta/ | ||
| [use this template]: https://github.com/just-the-docs/just-the-docs-template/generate |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters