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schedule.qmd
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---
title: Schedule
---
Abbreviations:
- TG: Thomas Gardos
- AN: Ali Nahvi
**See GradeScope for assignments and due dates.**
```{=html}
<table>
<tr>
<th>Date</th>
<th>Description</th>
<th>Course Materials</th>
</tr>
<tr> <!-- ### Week 1 ### -->
<!-- <td colspan="3" style="background-color: #D8BFD8">Week 0</td> -->
<td colspan="3" style="background-color: #ededed"><b>Week 1</b> <i>(Preliminaries)</i></td>
</tr>
<tr>
<td>Tue Jan 21</td>
<td>01 -- Welcome, introduction, and course overview (TG, AN).</td>
<td> <a href="https://docs.google.com/presentation/d/135_D1DNMp4JsDGHHoYZ_u33NRe6r6xiiVFexs76M2jI/edit?usp=sharing">Lecture Slides</a></td>
</tr>
<tr>
<td>Thu Jan 23</td>
<td> 02 -- Topics (TG)
<ul>
<li><b>Project Pitches</b></li>
<li>Command Shells Recap</li>
<li>Python Environments</li>
</ul>
</td>
<td> Bring your laptop to follow along with the lecture.
<ul>
<li><a href="01_command_shells.qmd">Command Shells</a></li>
<li><a href="02_python_environments.qmd">Python Environments</a></li>
</ul>
</td>
</tr>
<tr> <!-- ### Week 2 ### -->
<td colspan="3" style="background-color: #ededed"><b>Week 2</b> <i>(Preliminaries)</i></td>
</tr>
<tr>
<td>Tue Jan 28</td>
<td> 03 -- Topics (TG)
<ul>
<li>Git and GitHub</li>
<li>BU Shared Computing Cluster</li>
</ul>
</td>
<td> Bring your laptop to follow along with the lecture.
<ul>
<li><a href="03_git_github.qmd">Git and GitHub</a></li>
<li><a href="04_scc.qmd">BU Shared Computing Cluster</a></li>
</ul>
</td>
</tr>
<tr>
<td>Thu Jan 30</td>
<td>
<ul>
<li>04 -- System Design for ML Projects (AN)</li>
</ul>
</td>
<td> (none) </td>
</tr>
<tr> <!-- ### Week 3 ### -->
<td colspan="3" style="background-color: #fce9d7"><b>Week 3</b> <i>(Project Week 1 -- Project Definition)</i></td>
</tr>
<tr>
<td>Tue Feb 4</td>
<td> 05 -- Topics (TG)
<ul>
<li>ML Project Lifecycle</li>
<li>Team Formation and Agreement</li>
</ul>
</td>
<td> <a href="https://docs.google.com/presentation/d/1TvUsZpY4FyOPT5Wcs_UUgg6wsizxzw4b08ETzR1AEuY/edit?usp=sharing">Lecture Slides</a> </td>
</tr>
<tr>
<td>Thu Feb 6</td>
<td> 06 -- ML Ethics (Seth V.)</td>
<td> <a href="https://docs.google.com/presentation/d/18wLnCRgLzKKnK3slveShCALcLWoDmWCIUvgW8rKh_jA/edit?usp=sharing">Lecture Slides</a> </td>
</tr>
<tr> <!-- ### Week 4 ### -->
<td colspan="3" style="background-color: #fce9d7"><b>Week 4</b> <i>(Project Week 2 -- Project Definition)</i></td>
</tr>
<tr>
<td>Tue Feb 11</td>
<td>
<ul>
<li>07 -- Research Phase (TG)</li>
<li>Lab Time</li>
</ul>
</td>
<td> <a href="https://docs.google.com/presentation/d/1cBsy1rEevUF0-04qygHgSrG0IzweF01isHNsqPfhSIY/edit?usp=sharing">Slides</a> </td>
</tr>
<tr>
<td>Thu Feb 13</td>
<td> 08 -- Topics
<ul>
<li> ML Model Deployment Options (Mehdi J) </li>
<li> Lab time </li>
</ul>
</td>
<td> None </td>
</tr>
<tr> <!-- ### Week 5 ### -->
<td colspan="3" style="background-color: #fcfad7"><b>Week 5</b> <i>(Project Week 3 -- Research)</i></td>
</tr>
<tr>
<td>Tue Feb 18</td>
<td> <b>NO CLASS -- Monday Schedule</b>
</td>
<td></td>
</tr>
<tr>
<td>Thu Feb 20</td>
<td>9 -- Value Driven EDA </td>
<td> Slides TBD </td>
</tr>
<!--<tr>
<td>Thu Feb 20</td>
<td>10 -- Topics
<ul>
<li>PyTorch Intro (Part 1)</li>
<li>Lab time</li>
</ul>
</td>
<td> <a href="10-pytorch-01.qmd">PyTorch Intro (Part 1)</a> </td>
</tr> -->
<tr> <!-- ### Week 6 ### -->
<td colspan="3" style="background-color: #eefcd7"><b>Week 6</b> <i>(Project Week 4 -- EDA)</i></td>
</tr>
<tr style="background-color: #fcd7e2">
<td>Tue Feb 25</td>
<td>
<b>Project Definition and Research Presentations</b>
<ul>
<li>5:05 -- 5:13 : Boston Public Library LLM Search</li>
<li>5:15 -- 5:23 : MU Met Autograding</li>
<li>5:25 -- 5:33 : BU Law Legal Chatbot </li>
<li>5:35 -- 5:43 : WLFC Image Classification </li>
<li>5:45 -- 5:53 : MA Voter Language Prediction </li>
<li>5:55 -- 6:03 : Coffee Chat Matchmaker </li>
<li>6:05 -- 6:13 : Stranger Danger </li>
</ul>
</td>
<td> TBA </td>
</tr>
<tr>
<td>Thu Feb 27</td>
<td>
<ul>
<li>10 -- Intro to Pytorch and Computer Vision (Guest Lecturer)</li>
<li>Lab time</li>
</ul>
</td>
<td> Slides TBD </td>
</tr>
<tr> <!-- ### Week 7 ### -->
<td colspan="3" style="background-color: #eefcd7"><b>Week 7</b> <i>(Project Week 5 -- EDA)</i></td>
</tr>
<tr>
<td>Tue Mar 4</td>
<td>
<ul>
<li>11 -- Computer Vision (II) </li>
<li>Lab time</li>
</ul>
</td>
<td> Slides TBD </td>
</tr>
<tr>
<td>Thu Mar 6</td>
<td> 12 --Topics
<ul>
<li>PLC Phase 04: PoC (TG)</li>
<li>PyTorch 03: How to manage scrum board (AN)</li>
<li>Lab time</li>
</ul>
</td>
<td> <a href="12-pytorch-02-dataloaders.qmd">Dataloaders and Transforms</a> </td>
</tr>
<tr> <!-- ### Spring Recess ### -->
<td colspan="3" style="background-color: ##fcba03"><b>Spring Recess</b></td>
</tr>
<tr> <!-- ### Week 8 ### -->
<td colspan="3" style="background-color: #d7fcf8"><b>Week 8</b> <i>(Project Week 6 -- PoC)</i></td>
</tr>
<tr>
<td>Tue Mar 18</td>
<td>
<ul>
<li>13 -- How to use LLM in your workflow (Audri B)</li>
<li>Lab time</li>
</ul>
</td>
<td>
Slides TBD
</td>
</tr>
<tr>
<td>Thu Mar 20</td>
<td>
<ul>
<li>14 -- Introduction to AI Agents (Guest Lecturer)</li>
<li>Lab time</li>
</ul>
</td>
<td>
<li>Slides TBD </li>
</td>
</tr>
<tr> <!-- ### Week 9 ### -->
<td colspan="3" style="background-color: #d7fcf8"><b>Week 9</b> <i>(Project Week 7 -- PoC)</i></td>
</tr>
<tr>
<td>Tue Mar 25</td>
<td>
<ul>
<li>15 -- How to evaluate AI models and projects? (AN)</li>
<li>Lab time</li>
</ul>
</td>
<td> Slides TBD </td>
</tr>
<tr>
<td>Thu Mar 27</td>
<td>
<ul>
<li>16 -- How to ace your MLE/DS job Interviews (Guest Lecturer)</li>
<li>Lab time</li>
</ul>
</td>
<td> Slides TBD </td>
</tr>
<tr> <!-- ### Week 10 ### -->
<td colspan="3" style="background-color: #d7e2fc"><b>Week 10</b> <i>(Project Week 8 -- Deployment)</i></td>
</tr>
<tr style="background-color: #fcd7e2">
<td>Tue Apr 1</td>
<td>
<b>Project EDA and PoC Presentations</b>
<ul>
<li>5:05 -- 5:15 : Team 1</li>
<li>5:17 -- 5:27 : Team 2 </li>
<li>5:29 -- 5:39 : Team 3 </li>
<li>5:41 -- 5:51 : Team 4 </li>
<li>5:53 -- 6:03 : Team 5 </li>
<li>6:05 -- 6:15 : Team 6 </li>
</ul>
</td>
<td> TBA </td>
</tr>
<tr>
<td>Thu Apr 3</td>
<td> TBA </td>
<td> TBA </td>
</tr>
<tr> <!-- ### Week 11 ### -->
<td colspan="3" style="background-color: #d7e2fc"><b>Week 11</b> <i>(Project Week 9 -- Deployment)</i></td>
</tr>
<tr>
<td>Tue Apr 8</td>
<td>
<b>How to show your work?</b>
<ul>
<td>
TBA
</td>
<td> TBD </td>
</tr>
<tr>
<td>Thu Apr 10</td>
<td>TBD.</td>
<td> TBD. </td>
</tr>
<tr> <!-- ### Week 12 ### -->
<td colspan="3" style="background-color: #d7e2fc"><b>Week 12</b> <i>(Project Week 10 -- Deployment)</i></td>
</tr>
<tr>
<td>Tue Apr 15</td>
<td>TBA</td>
<td> TBA </td>
</tr>
<tr>
<td>Thu Apr 17</td>
<td>TBA</td>
<td> TBA </td>
</tr>
<tr> <!-- ### Week 13 ### -->
<td colspan="3" style="background-color: #e8d7fc"><b>Week 13</b> <i>(Project Week 11 -- Evaluation)</i></td>
</tr>
<tr>
<td>Tue Apr 22</td>
<td>TBA</td>
<td> TBA </td>
</tr>
<tr>
<td>Thu Apr 24</td>
<td>TBA.</td>
<td> TBA </td>
</tr>
<tr> <!-- ### Week 14 ### -->
<td colspan="3" style="background-color: #e8d7fc"><b>Week 14</b> <i>(Project Week 12 -- Wrap Up)</i></td>
</tr>
<tr style="background-color: #fcd7e2">
<td>Tue Apr 29</td>
<td>
<b>Project Final Presentations</b>
<ul>
<li>5:05 -- 5:15 : Team 1</li>
<li>5:17 -- 5:27 : Team 2</li>
<li>5:29 -- 5:39 : Team 3</li>
<li>5:41 -- 5:51 : Team 4</li>
<li>5:53 -- 6:03 : Team 5</li>
<li>6:05 -- 6:15 : Team 6</li>
</ul>
</td>
<td> TBA </td>
</tr>
<tr>
<td>Thu May 1</td>
<td> Spark/Class Evals and Project Wrap Up </td>
<td> TBA </td>
</tr>
<tr>
<td>Fri May 2</td>
<td> 4pm -- 7pm Spark Demo Day </td>
<td> Mandatory Attendance </td>
</tr>
<!-- parking
<tr>
<td>Tue Feb 18</td>
<td> <b>NO CLASS -- Monday Schedule</b> Revise: 09 -- Topics
<ul>
<li>How to read a research paper</li>
<li>PLC -- Research Phase</li>
<li>Lab time</li>
</ul>
</td>
<td><a href="https://docs.google.com/presentation/d/161bzx5HoYdrkfjK8skaqMPirON0FyMz6BSZv_tiX9YE">Slides</a></td>
</tr>
-->
</table>
```