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NMEP_CourseWebpage.html
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<!DOCTYPE html>
<html xmlns="http://www.w3.org/1999/xhtml" lang="" xml:lang="">
<head>
<meta http-equiv="Content-Type" content="text/html; charset=utf-8">
<meta charset="utf-8">
<meta name="generator" content="pandoc">
<meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
<title>Intro to Neurotech Syllabus</title>
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<h2 id="math-124---programming-for-mathematical-applications" style='font-family: "Helvetica Neue", Helvetica, "Liberation Sans", Calibri, Arial, sans-serif; page-break-after: avoid;' align="center">Introduction to Neurotech</h2>
<h3 id="uc-berkeley-spring-2023" style='font-family: "Helvetica Neue", Helvetica, "Liberation Sans", Calibri, Arial, sans-serif; page-break-after: avoid;' align="center">UC Berkeley, Fall 2024</h3>
<hr>
<h4 id="course-details" style='font-family: "Helvetica Neue", Helvetica, "Liberation Sans", Calibri, Arial, sans-serif; page-break-after: avoid;'>Course details</h4>
<ul>
<li>
<p>
<strong>Description</strong>: Introducing our cutting-edge New Member Education Program for Neurotechnology@Berkeley! Dive into the fascinating world of brain-machine interfaces, neural networks, and neuroethics. This comprehensive program equips students with essential knowledge and skills to navigate the dynamic field of neurotechnology. Join us to unlock the potential of the human mind.
</p>
</li>
<li>
<p>
<strong>Requisites</strong>: No prior experience or specific qualifications are needed. All you require is curiosity and a desire to explore the exciting realms of neurotechnology. Join us and embark on a journey into the future of brain science.
</p>
</li>
<li>
<p>
<strong>Lectures</strong>: Thursdays 8-9PM at Jacobs Hall 310
</p>
</li>
<li>
<p>
<strong>Lecturer</strong>: <a href="http://linkedin.com/in/parth-desai-70641316b" style="text-decoration: none; background-color: transparent;">Parth Desai</a>, <a href="mailto:[email protected]" class="email" style="text-decoration: none; background-color: transparent;">[email protected]</a>.
</p>
</li>
<li>
<p>
<strong>Project</strong>:<br> <em>NMEP project</em>: Weeks 4 - 11<br>
</p>
</li>
</ul>
<h4 id="textbooks" style='font-family: "Helvetica Neue", Helvetica, "Liberation Sans", Calibri, Arial, sans-serif; page-break-after: avoid;'>Resources</h4>
<ul>
<li>
<strong>Readings</strong>: <a href="https://drive.google.com/drive/folders/1G8cywy6YQeWbaDcxfFo_PTOOGU1dGiIC?usp=sharing" style="text-decoration: none; background-color: transparent;"> Google Drive Folder</a>
</li>
<li>
<strong>Tentative Textbook</strong>: <a href="http://postybaloney.github.io/ntab_edu_textbook1" style="text-decoration: none; background-color: transparent;">Lecture notes / textbook</a>
</li>
<li>
<strong>[General Neurobiology]</strong>: <a href="https://acrobat.adobe.com/id/urn:aaid:sc:VA6C2:8d942c5a-d02f-4a26-9f12-6dfb36056207" style="text-decoration: none; background-color: transparent;"> Foundational Concepts in Neuroscience Textbook (by David Presti)</a>
</li>
<li>
<strong>[Basic Electronic Design]</strong>: <a href="https://eecs16a.org/EECS16ACompendiumOfNotesAndPracticeProblems.pdf" style="text-decoration: none; background-color: transparent;">EECS 16A Notes</a>, Free online book.
</li>
<li>
<strong>[Python]</strong>: <a href="https://docs.python.org/3/" style="text-decoration: none; background-color: transparent;">The official Python documentation (latest stable version)</a>. Free online.
</li>
<li>
<strong>[Basic Machine Learning]</strong>: <a href="http://gwthomas.github.io/docs/math4ml.pdf" style="text-decoration: none; background-color: transparent;">Mathematics for Machine Learning (by Garret Thomas)</a>, <a href="https://snasiriany.me/files/ml-book.pdf">A Comprehensive Guide to Machine Learning</a>. Free online for UC Berkeley.
</li>
</ul>
<h4 id="other-readings" style='font-family: "Helvetica Neue", Helvetica, "Liberation Sans", Calibri, Arial, sans-serif; page-break-after: avoid;'>Other Resources</h4>
<ul>
<li>
<strong><a href="https://neurotorium.org/tool/brain-atlas/#amygdala" style="text-decoration: none; background-color: transparent;">[Interactive 3D Brain]</strong></a>
</li>
<li>
<strong><a href="https://ml-visualizer.herokuapp.com/" style="text-decoration: none; background-color: transparent;">[Machine Learning Visualizer]</strong></a>
</li>
</ul>
<h4 id="computing-resources" style='font-family: "Helvetica Neue", Helvetica, "Liberation Sans", Calibri, Arial, sans-serif; page-break-after: avoid;'>Computing resources</h4>
<ul>
<li>
<p>See the <a href="https://jupyter-notebook.readthedocs.io/en/stable/notebook.html#" style="text-decoration: none; background-color: transparent;">official Jupyter Notebook documentation</a> to get started using notebooks. Here is a good <a href="https://www.cheatography.com/weidadeyue/cheat-sheets/jupyter-notebook/pdf_bw/" style="text-decoration: none; background-color: transparent;">keyboard shortcut cheat sheet</a>, here is a <a href="https://github.com/adam-p/markdown-here/wiki/Markdown-Here-Cheatsheet" style="text-decoration: none; background-color: transparent;">markdown cheat sheet</a>, and here are details of how to write <a href="https://en.wikibooks.org/wiki/LaTeX/Mathematics" style="text-decoration: none; background-color: transparent;">mathematics using LaTeX syntax</a>.
</p>
</li>
<li>
<p>
If you would like to install Python on your own laptop, download the latest stable version at <a href="https://www.python.org/downloads/" class="uri" style="text-decoration: none; background-color: transparent;">https://www.python.org/downloads/</a>. Optionally, you can also install <a href="https://code.visualstudio.com/" style="text-decoration: none; background-color: transparent;">Visual Studio Code</a> and add the Python extensions according to <a href="https://code.visualstudio.com/docs/languages/python" style="text-decoration: none; background-color: transparent;">these instructions</a>.</p></li>
</ul>
<hr>
<h4 id="course-websites" style='font-family: "Helvetica Neue", Helvetica, "Liberation Sans", Calibri, Arial, sans-serif; page-break-after: avoid;'>Course websites</h4>
<ul>
<li>
<p>
<a href="https://postybaloney.github.io/NMEP_CourseWebpage.html" style="text-decoration: none; background-color: transparent;">The main course webpage</a> (this page) will be used to post material, announcements, and can help you keep track of content covered. You will also find the <a href="https://forms.gle/Yb6nWDQSgQUDLb1o8"><b>assignment submission form</b></a> on this page where you will submit assignments
</p>
</li>
</ul>
<hr>
<h4 id="grading-and-policies" style='font-family: "Helvetica Neue", Helvetica, "Liberation Sans", Calibri, Arial, sans-serif; page-break-after: avoid;'>Grading and policies</h4>
<ul>
<li>
<p>
<strong>Attendance</strong>: Attendance will be taken in-person so it is imperative that you attend the lectures. If there is a conflict of schedule or any legimitate description as to why you can not attend a lecture, please Slack <b>Parth Desai</b> with the week and reason why you can not attend. <b> You are allowed at maximum 2 excused absences over the course of the semester.</b> These lectures are built to help you learn the content and provide a preview of what to expect in the weeks assignment so it is highly encouraged to attend the lectures.
</p>
</li>
<li>
<p>
<strong>Assignments</strong>: Weekly assignments will be posted on the web page, and they are due before the following lecture (Wednesdays from 7-9PM). The assignments will be given and written in the form of Google Colab Python notebooks. The completed assignment should be in the form of <em>a Python Notebook(.ipynb)</em> and submitted online to the <a href="https://forms.gle/PqcDA1sJypWv3jhLA"><b>assignment submission form</b></a>. Group discussions about the assignments are <b>highly</b> encouraged, but each student must write his/her own solutions and computer codes and not copy them from anyone else.
</p>
</li>
<li>
<p>
<strong>NMEP Project</strong>: Based on what division you are in, further details of your NMEP project will be given on the 4th week of NMEP. These projects are designed to help acclimate you to working in your division and with your fellow members!
</p>
</li>
<li>
<p>
<strong>Special arrangements</strong>: If you are a student with a disability registered by the Disabled Student Program (DSP) on UCB campus and if you require special arrangements during exams, you must provide the DSP document and make arrangements via email or office hours at least 10 days prior to each exam, explaining your circumstances and what special arrangements need to be done.
</p>
</li>
</ul>
<!-- <hr> -->
<!-- <h4 id="schedule" style='font-family: "Helvetica Neue", Helvetica, "Liberation Sans", Calibri, Arial, sans-serif; page-break-after: avoid;'>Schedule</h4> -->
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<col style="width: 8%;">
<col style="width: 10%;">
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<col style="width: 13%;">
<col style="width: 17%;">
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<thead style="border-bottom-width: 1pt; border-bottom-color: #000; border-bottom-style: solid; background-color: #e0e0ff;">
<tr class="header">
<th style="font-weight: bold; padding: 0.2em 0.5em;" align="right" valign="baseline">Week</th>
<th style="font-weight: bold; padding: 0.2em 0.5em;" align="left" valign="baseline">Date</th>
<th style="font-weight: bold; padding: 0.2em 0.5em;" align="left" valign="baseline">Topic</th>
<th style="font-weight: bold; padding: 0.2em 0.5em;" align="left" valign="baseline">Notes</th>
<th style="font-weight: bold; padding: 0.2em 0.5em;" align="left" valign="baseline">Other readings</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td style="padding: 0.2em 0.5em;" align="right" valign="baseline"><strong>1</strong></td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline">Wed 9/13</td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline"><a href="https://docs.google.com/presentation/d/1HkmRcwQydBd3xKU9v7osCjo6RI2aRE0SkpNF9VUaCsg/edit#slide=id.p4">Introduction + Big Picture</a></td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline">Textbook 1.1-1.3</td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline">FCN (Presti) Ch.1, 2</td>
</tr>
<tr class="even" style="" bgcolor="#f0f0f0">
<td style="padding: 0.2em 0.5em;" align="right" valign="baseline"><strong>2</strong></td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline">Wed 9/20</td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline"> <a href="https://docs.google.com/presentation/d/1gJRuQohpdxE5psoC_-eva-hiT83kOcyEQ5hTpmwWxag/edit#slide=id.g260a6bd9ddf_0_2132"> The Brain + Systems</a></td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline"><a href="http://prefrontal.org/files/posters/Bennett-Salmon-2009.pdf">Dead Salmon Paper</a></td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline">FCN Ch. 5,6,7</td>
</tr>
<tr class="odd">
<td style="padding: 0.2em 0.5em;" align="right" valign="baseline"><strong>3</strong></td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline">Wed 9/27</td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline"> <a href="https://docs.google.com/presentation/d/1pCfy4FykI6Y-gzVpjqY6-8Dbx1TEsSTTjiUQaJFzzmk/edit#slide=id.g98eb3c6e52_1_44"> Cognition</a></td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline">Textbook 2.1-2.3</td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline">FCN Ch. 11-16</td>
</tr>
<tr class="even" style="" bgcolor="#f0f0f0">
<td style="padding: 0.2em 0.5em;" align="right" valign="baseline"><strong>4</strong></td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline">Wed 10/4</td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline"> <a href="https://docs.google.com/presentation/d/1G54VCIhkQAHL-U71Ceex7QmMX7H4dLbV8GOdhcQsOeg/edit?usp=sharing"> Intro to Python</a></td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline">Textbook 2.4, 2.5</td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline">FCN Ch. 17</td>
</tr>
<tr class="odd">
<td style="padding: 0.2em 0.5em;" align="right" valign="baseline"><strong>5</strong></td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline">Wed 10/11</td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline"> <a href="https://docs.google.com/presentation/d/15dWvzChXUty6Tvr3e5ah8BfU-NQBzrGUaYvwjQoOWoc/edit#slide=id.g25fe3ae175e_0_52"> Python + Neuroscience with Project Introduction</a></td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline">Textbook 3.1-3.3</td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline"></td>
</tr>
<tr class="even" style="" bgcolor="#f0f0f0">
<td style="padding: 0.2em 0.5em;" align="right" valign="baseline"><strong>6</strong></td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline">Wed 10/18</td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline"> <a href="https://colab.research.google.com/drive/1tIdHkRn00RmJCBLzddA54IsBLewnEyUX?usp=sharing"> Numpy</td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline">Textbook 3.4, 3.5</td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline"></td>
</tr>
<tr class="odd">
<td style="padding: 0.2em 0.5em;" align="right" valign="baseline"><strong>7</strong></td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline">Wed 10/25</td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline"><a href="https://docs.google.com/presentation/d/19U5pP_fcYRP7W7sU6JDAVCcMOuSbIdHjQEYlK7dGvGk/edit?usp=sharing">Signal Processing</a></td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline">Textbook 4.1</td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline"></td>
</tr>
<tr class="even" style="" bgcolor="#f0f0f0">
<td style="padding: 0.2em 0.5em;" align="right" valign="baseline"><strong>8</strong></td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline">Wed 11/1</td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline"> <a href="https://docs.google.com/presentation/d/1zgg4tAmcAIYrdx_xHesjstlWK853L7YsFpg6SoRQD4s/edit#slide=id.g2081046ab2d_0_47"> Circuits and Electronic Design</a></td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline">Textbook 4.2, 4.3</td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline"></td>
</tr>
<tr class="odd">
<td style="padding: 0.2em 0.5em;" align="right" valign="baseline"><strong>9</strong></td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline">Wed 11/8</td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline"> <a href="https://docs.google.com/presentation/d/1mAf9rLpZWLdfpXN2T9MMcjyZ_gpsNeTcYZuOffClHWM/edit?usp=sharing">Headsets</a></td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline">Textbook 5.1-5.4</td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline"></td>
</tr>
<tr class="even" style="" bgcolor="#f0f0f0">
<td style="padding: 0.2em 0.5em;" align="right" valign="baseline"><strong>10</strong></td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline">Wed 11/15</td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline"> <a href="https://docs.google.com/presentation/d/1puRgKONAcQLb4lN46bjox65ZMjSkd1_oYKSjF8Cy8po/edit?usp=sharing"> Machine Learning Classifiers</a></td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline">Textbook 5.5-5.7</td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline"></td>
</tr>
<tr class="odd">
<td style="padding: 0.2em 0.5em;" align="right" valign="baseline"><strong>11</strong></td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline">Wed 11/29</td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline"> <a href="https://docs.google.com/presentation/d/1rNYXy12JOGvubYqrUYgITrjVfhN5P6VXTR2_LzKjgJk/edit?usp=sharing">Neural Networks</a></td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline">Textbook 6.1, 6.2</td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline"></td>
</tr>
<tr class="even" style="" bgcolor="#f0f0f0">
<td style="padding: 0.2em 0.5em;" align="right" valign="baseline"><strong>12</strong></td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline">Wed 12/6</td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline">Final Deliverables</td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline"></td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline"></td>
</tr>
<tr class="odd">
<td style="padding: 0.2em 0.5em;" align="right" valign="baseline"><strong>13</strong></td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline">Fri 12/8</td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline"><em>Final Project Due</em></td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline">Textbook 6.3</td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline"></td>
</tr>
</tbody>
</table> -->
<hr>
<h4 id="homework-quizzes-and-projects" style='font-family: "Helvetica Neue", Helvetica, "Liberation Sans", Calibri, Arial, sans-serif; page-break-after: avoid;'>Schedule</h4>
<!-- <ul>
<li>Coding notebooks:
<ul>
<li>Homework 4: Python Primer (Due Oct 11) (<a href="https://colab.research.google.com/drive/1f3bgQwfuKzUBASpP1_l2rPOdz2l2Py-e?usp=sharing" style="text-decoration: none; background-color: transparent;">Open in Google Colab</a>) </li>
<li>Homework 5: Neuron Simulations (Due Oct 18) (<a href="https://colab.research.google.com/drive/1eMj7d6hIx7RyTYuopTDdR4OQDQZNFEnt?usp=sharing" style="text-decoration: none; background-color: transparent;">Open in Google Colab</a>) </li>
<li>Homework 6: Numpy, Matplotlib, and Pandas (Due Oct 25) (<a href="https://colab.research.google.com/drive/1tIdHkRn00RmJCBLzddA54IsBLewnEyUX?usp=sharing" style="text-decoration: none; background-color: transparent;">Open in Google Colab</a>) </li>
<li>Homework : Introduction to Neural Networks (Due Oct 2) (<a href="https://colab.research.google.com/drive/1B2GQgs9GOrTcucs2TKqBG8HI1yVIZ2hv?usp=sharing" style="text-decoration: none; background-color: transparent;">Open in Google Colab</a>) </li>
<li>Homework 7: Signal Processing (Due November 1) (<a href="https://colab.research.google.com/drive/19rz7ZryCMZuOpMwNL8lmDPA3aIHVkxPv?usp=sharing" style="text-decoration: none; background-color: transparent;">Open in Google Colab</a>) </li>
<li>Homework 6: Introduction to ML (Due Oct 16) (<a href="https://github.com/GoogleCloudPlatform/asl-ml-immersion/tree/master/notebooks/launching_into_ml" style="text-decoration: none; background-color: transparent;">Open in Google Colab</a>) </li>
<li>Homework 8: A Deep (tehe) look into Neural Networks (Due Oct 30) (<a href="https://colab.research.google.com/drive/1FsGUkBODkEB29MBc9bTkIZzb0gHdmAKN?usp=sharing" style="text-decoration: none; background-color: transparent;">Open in Google Colab</a>) </li>
<li>Homework 8: MNE (Due Nov 8) (<a href="https://colab.research.google.com/drive/1xQVGj77MM_rzjpjKm5UCI3I9Td3MKXh7?usp=sharing" style="text-decoration: none; background-color: transparent;">Open in Google Colab</a>) </li>
<li>Homework 10: ML Classifiers (Due Oct 23) (<a href="https://colab.research.google.com/drive/1DBa2yzMWph57G2rW6NFLOV2SfTibXcCw?usp=sharing" style="text-decoration: none; background-color: transparent;">Open in Google Colab</a>) </li>
<li>Homework 10: SSVEP (Due Nov 13) (<a href="https://drive.google.com/file/d/1ECWByzGSeL8jX8VeaUYavjM1mU8E4dIs/view?usp=sharing" style="text-decoration: none; background-color: transparent;">Open in Google Colab</a>) </li>
<li>Homework 11: Introduction to fMRI (Due Literally anytime you can manage before winter break) (<a href="https://tinyurl.com/nmep-ml-assignment">Open in Google Colab</a>) </li>
<li>Homework 12: fMRI Preprocessing (Due Nov 27) (<a href="https://colab.research.google.com/drive/1dZCjVvBLpgcitKBIqMUtdbV64qb1YFwq?usp=sharing" style="text-decoration: none; background-color: transparent;">Open in Google Colab</a>) </li>
</ul>
</li>
<li>Project notebooks:
<ul>
<li>Project - <b><i>What can you find in the Brain?</i></b> (Due Dec 11) (<a href="https://colab.research.google.com/drive/1I2DVkzmum-vewiTlD_WCsynMsud2DMA9?usp=sharing" style="text-decoration: none; background-color: transparent;">Notebook</a>, <a href="https://julia.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fpopersson%2Fmath124files&urlpath=tree%2Fmath124files%2Fprojects%2Fproject1_the_trapped_knight.ipynb&branch=main" style="text-decoration: none; background-color: transparent;">Open in datahub</a>)</li>
</ul>
</li>
<li>Schedule:</li>
</ul> -->
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<col style="width: 15%;">
<col style="width: 5%;">
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<thead style="border-bottom-width: 1pt; border-bottom-color: #000; border-bottom-style: solid; background-color: #e0e0ff;">
<tr class="header">
<th style="font-weight: bold; padding: 0.2em 0.5em;" align="center" valign="baseline">Week/Lecture</th>
<th style="font-weight: bold; padding: 0.2em 0.5em;" align="center" valign="baseline">Homework</th>
<th style="font-weight: bold; padding: 0.2em 0.5em;" align="center" valign="baseline">Due date</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td style="padding: 0.2em 0.5em;" align="center" valign="baseline"><strong><a href="https://docs.google.com/presentation/d/1HkmRcwQydBd3xKU9v7osCjo6RI2aRE0SkpNF9VUaCsg/edit#slide=id.p4">1</a></strong></td>
<td style="padding: 0.2em 0.5em;" align="center" valign="baseline"><a href="https://docs.google.com/document/d/12D7RaoJ_rBfPWxng80kugz7zjpeqyfVYOBACU8_NYz0/edit?usp=sharing">Week 1</a></td>
<td style="padding: 0.2em 0.5em;" align="center" valign="baseline">Thur 7/26</td>
</tr>
<tr class="even" style="" bgcolor="#f0f0f0">
<td style="padding: 0.2em 0.5em;" align="center" valign="baseline"><strong><a href="https://docs.google.com/presentation/d/1gJRuQohpdxE5psoC_-eva-hiT83kOcyEQ5hTpmwWxag/edit#slide=id.g260a6bd9ddf_0_2132">2</a> <br><a href="https://drive.google.com/file/d/1YJ9E4IlVYUv5ZvnHvBwps1AJjx9DTgll/view?usp=drive_link">Recording</a></strong></td>
<td style="padding: 0.2em 0.5em;" align="center" valign="baseline"><a href="https://docs.google.com/document/d/1gdA5O2CCm2mNrgh9vHxwpBep7PE6Zn75Yxyw3eoYtyA/edit?usp=sharing">Deep Brain Stimulation in Ameliorating Parkinsonism</a></td>
<td style="padding: 0.2em 0.5em;" align="center" valign="baseline">Thur 10/3</td>
</tr>
<tr class="odd">
<td style="padding: 0.2em 0.5em;" align="center" valign="baseline"><strong><a href="https://docs.google.com/presentation/d/1G54VCIhkQAHL-U71Ceex7QmMX7H4dLbV8GOdhcQsOeg/edit?usp=sharing">3</a></strong></td>
<td style="padding: 0.2em 0.5em;" align="center" valign="baseline"><a href="https://docs.google.com/document/d/1xLCWfCeHi_O6XBLpu5pIbMYZp3eac0ltyBSFZszOkYM/edit?usp=sharing">Chat-GPT1</a> <!-- <br><a href="https://colab.research.google.com/drive/1f3bgQwfuKzUBASpP1_l2rPOdz2l2Py-e?usp=sharing">Basics of Python</a> --> </td>
<td style="padding: 0.2em 0.5em;" align="center" valign="baseline">Thur 10/10</td>
</tr>
<tr class="even" style="" bgcolor="#f0f0f0">
<td style="padding: 0.2em 0.5em;" align="center" valign="baseline"><strong><a href="https://www.youtube.com/watch?v=F1hfKUY63zk">4</a></strong></td>
<td style="padding: 0.2em 0.5em;" align="center" valign="baseline"><a href="https://colab.research.google.com/drive/1f3bgQwfuKzUBASpP1_l2rPOdz2l2Py-e?usp=sharing" style="text-decoration: none; background-color: transparent;">Basics of Python</a></td>
<td style="padding: 0.2em 0.5em;" align="center" valign="baseline">Thur 10/17</td>
</tr>
<tr class="odd">
<td style="padding: 0.2em 0.5em;" align="center" valign="baseline"><strong><a href="https://colab.research.google.com/drive/1XGPVBXGysf0r-EG9om3HuH3399RFwKxv?usp=sharing">5</a></strong></td>
<td style="padding: 0.2em 0.5em;" align="center" valign="baseline"><a href="https://colab.research.google.com/drive/1XGPVBXGysf0r-EG9om3HuH3399RFwKxv?usp=sharing" style="text-decoration: none; background-color: transparent;">Same as Slides</a></td>
<td style="padding: 0.2em 0.5em;" align="center" valign="baseline">Thur 10/24</td>
</tr>
<tr class="even" style="" bgcolor="#f0f0f0">
<td style="padding: 0.2em 0.5em;" align="center" valign="baseline"><strong><a href="https://docs.google.com/presentation/d/16_3e_jThMCwlqHCDV5oSotvrRaonZrrAncknaLGF_fU/edit#slide=id.g1a5265238d3_0_5">6</a></strong></td>
<td style="padding: 0.2em 0.5em;" align="center" valign="baseline"><a href="https://colab.research.google.com/drive/1SA21c0LIs3AXBrgEJ2upWXy4Uv24L0Xe#scrollTo=r6I-mk40yej2" style="text-decoration: none; background-color: transparent;">Open in Google Colab</a></td>
<td style="padding: 0.2em 0.5em;" align="center" valign="baseline">Thur 10/31</td>
</tr>
<tr class="odd">
<td style="padding: 0.2em 0.5em;" align="center" valign="baseline"><strong><a href="https://docs.google.com/presentation/d/1zgg4tAmcAIYrdx_xHesjstlWK853L7YsFpg6SoRQD4s/edit#slide=id.g2081046ab2d_26_3">7</a></strong></td>
<td style="padding: 0.2em 0.5em;" align="center" valign="baseline"><a href="https://colab.research.google.com/drive/19rz7ZryCMZuOpMwNL8lmDPA3aIHVkxPv?usp=sharing" style="text-decoration: none; background-color: transparent;">Open in Google Colab</a></td>
<td style="padding: 0.2em 0.5em;" align="center" valign="baseline">Thur 11/7</td>
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<tr class="even" style="" bgcolor="#f0f0f0">
<td style="padding: 0.2em 0.5em;" align="center" valign="baseline"><strong><a href="https://docs.google.com/presentation/d/1mAf9rLpZWLdfpXN2T9MMcjyZ_gpsNeTcYZuOffClHWM/edit?usp=sharing">8</a></strong></td>
<td style="padding: 0.2em 0.5em;" align="center" valign="baseline"><a href="https://colab.research.google.com/drive/1xQVGj77MM_rzjpjKm5UCI3I9Td3MKXh7?usp=sharing" style="text-decoration: none; background-color: transparent;">Open in Google Colab</a></td>
<td style="padding: 0.2em 0.5em;" align="center" valign="baseline">Thur 11/14</td>
</tr>
<tr class="odd">
<td style="padding: 0.2em 0.5em;" align="center" valign="baseline"><strong><a href="https://docs.google.com/presentation/d/1puRgKONAcQLb4lN46bjox65ZMjSkd1_oYKSjF8Cy8po/edit?usp=sharing">9</a></strong></td>
<td style="padding: 0.2em 0.5em;" align="center" valign="baseline"> NOTHINGGGG</td>
<td style="padding: 0.2em 0.5em;" align="center" valign="baseline">Thur 11/21</td>
</tr>
<tr class="even" style="" bgcolor="#f0f0f0">
<td style="padding: 0.2em 0.5em;" align="center" valign="baseline"><strong><a href="https://docs.google.com/presentation/d/1rNYXy12JOGvubYqrUYgITrjVfhN5P6VXTR2_LzKjgJk/edit?usp=sharing">10</a></strong></td>
<td style="padding: 0.2em 0.5em;" align="center" valign="baseline"><a href="https://colab.research.google.com/drive/1DBa2yzMWph57G2rW6NFLOV2SfTibXcCw?usp=sharing" style="text-decoration: none; background-color: transparent;">Open in Google Colab</a></td>
<td style="padding: 0.2em 0.5em;" align="center" valign="baseline">Thur 12/5</td>
</tr>
<!-- <tr class="odd">
<td style="padding: 0.2em 0.5em;" align="right" valign="baseline"><strong>11</strong></td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline"><a href="https://tinyurl.com/nmep-ml-assignment" style="text-decoration: none; background-color: transparent;">Open in Google Colab</a></td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline">Wed 11/29</td>
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<tr class="even" style="" bgcolor="#f0f0f0">
<td style="padding: 0.2em 0.5em;" align="right" valign="baseline"><strong>12</strong></td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline"></td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline">Wed 12/6</td>
</tr> -->
<!-- <tr class="odd">
<td style="padding: 0.2em 0.5em;" align="right" valign="baseline"><strong>FINAL BANQUET</strong></td>
<td style="padding: 0.2em 0.5em;" align="left" valign="baseline"></td>
<td style="padding: 0.2em 0.5em;" align="center" valign="baseline">12/9 - 12/13</td>
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<h4 id="gsis-and-discussion-sections" style='font-family: "Helvetica Neue", Helvetica, "Liberation Sans", Calibri, Arial, sans-serif; page-break-after: avoid;'>Points of Contact</h4>
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<td style="padding: 0.2em 0.5em;" align="right" valign="baseline"><strong>Name</strong></td>
<td style="padding: 0.2em 0.5em;" align="center" valign="baseline">Parth Desai <br>(NMEP)</td>
<td style="padding: 0.2em 0.5em;" align="center" valign="baseline">Neda Bahrani <br>(External VP)</td>
<!-- <td style="padding: 0.2em 0.5em;" align="center" valign="baseline">Teresa Oliveira <br>(Social Lead)</td> -->
<!-- <td style="padding: 0.2em 0.5em;" align="left" valign="baseline">Pratyush Das</td> -->
<td style="padding: 0.2em 0.5em;" align="center" valign="baseline">Reuben Thomas <br>(VP of Projects)</td>
<td style="padding: 0.2em 0.5em;" align="center" valign="baseline">Phil Xie <br>(PHRESIDENT)</td>
<!-- <td style="padding: 0.2em 0.5em;" align="left" valign="baseline">Inga Zhuravleva</td> -->
<!-- <td style="padding: 0.2em 0.5em;" align="left" valign="baseline">Riley Hernandez</td> -->
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<td style="padding: 0.1em 0.4em;" align="left" valign="baseline"><strong>E-mail (@berkeley.edu)</strong></td>
<td style="padding: 0.2em 0.5em;" align="center" valign="baseline"><a href="mailto:[email protected]">parthrudesai</a></td>
<td style="padding: 0.2em 0.5em;" align="center" valign="baseline"><a href="mailto:[email protected]">nedabahrani16</a></td>
<!-- <td style="padding: 0.2em 0.5em;" align="center" valign="baseline"><a href="mailto:[email protected]">tvaoliveira</a></td> -->
<!-- <td style="padding: 0.2em 0.5em;" align="left" valign="baseline">20daspratyush</td> -->
<td style="padding: 0.2em 0.5em;" align="center" valign="baseline"><a href="mailto:[email protected]">reubenkthomas</a></td>
<td style="padding: 0.2em 0.5em;" align="center" valign="baseline"><a href="mailto:[email protected]">philxie</a></td>
<!-- <td style="padding: 0.2em 0.5em;" align="left" valign="baseline">ingazhuravleva</td> -->
<!-- <td style="padding: 0.2em 0.5em;" align="left" valign="baseline">rileyhernandez</td> -->
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