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coursework.html
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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<link rel="stylesheet" href="styles.css" type="text/css">
<title>Coursework</title>
</head>
<body>
<table summary="Table for page layout." class="tlayout">
<!-- Navigation bar on the left -->
<td id="layout-menu">
<div style="margin-bottom:4px"></div>
<div class="menu-item"><a href="index.html">Home</a></div>
<div class="menu-item"><a href="publications.html">Publications</a></div>
<div class="menu-item"><a href="teaching.html">Teaching</a></div>
<div class="menu-item"><a href="coursework.html" class="current">Coursework</a></div>
<div><hr></div>
<div class="menu-item"><a
href="https://scholar.google.com/citations?hl=en&user=A9h086cAAAAJ"
target=“blank”>Google Scholar</a></div>
<div class="menu-item"><a
href="https://www.semanticscholar.org/author/Yatong-Bai/2115297196"
target=“blank”>Semantic Scholar</a></div>
<div class="menu-item"><a href="https://www.linkedin.com/in/yatong-bai"
target=“blank”>LinkedIn</a></div>
<div class="menu-item"><a href="https://github.com/Bai-YT"
target=“blank”>GitHub</a></div>
<div class="menu-item"><a href="files/index/Resume Yatong Bai Two Pages.pdf"
target=“blank”>CV</a></div>
</td>
<!-- Main contents -->
<td id="layout-content">
<div id="toptitle">
<h1>Selected Coursework</h1>
<div id="subtitle">
<b>Yatong Bai</b>, University of California, Berkeley
</div>
</div>
<section class="section">
<h2>Optimization Theory</h2>
<ul>
<li><p>
<a href="https://people.eecs.berkeley.edu/~elghaoui/Teaching/EE227BT/index.html"
target=“blank”>Convex Optimization (EE 227BT)</a>, by Professors
<a href="https://people.eecs.berkeley.edu/~sojoudi/" target=“blank”>Somayeh Sojoudi</a> and
<a href="https://people.eecs.berkeley.edu/~elghaoui/" target=“blank”>Laurent El Ghaoui</a>.
</p></li>
<li><p>
Convex Optimization and Approximation (EE 227C), by Professor
<a href="https://people.eecs.berkeley.edu/~wainwrig/" target=“blank”>Martin Wainwright</a>.
</p></li>
</ul>
</section>
<section class="section">
<h2>Machine Learning and Deep Learning</h2>
<h3>Graduate</h3>
<ul>
<li><p>
Statistical Learning Theory (CS 281A), by Professors
<a href="https://people.eecs.berkeley.edu/~brecht/" target=“blank”>Ben Recht</a> and
<a href="https://www.mrtz.org/" target=“blank”>Moritz Hardt</a>.
</p></li>
<li><p>
<a href="https://cs182sp22.github.io" target=“blank”>
Designing, Visualizing and Understanding Deep Neural Networks (CS 282A)</a>, by Dr.
<a href="http://marvinzhang.com/" target=“blank”>Marvin Zhang</a>.
</p></li>
<li><p>
<a href="https://rail.eecs.berkeley.edu/deeprlcourse/" target=“blank”>
Deep Reinforcement Learning (CS 285)</a>, by Professor
<a href="https://people.eecs.berkeley.edu/~svlevine/" target=“blank”>Sergey Levine</a>.
</p></li>
<li><p>
Vision and Language AI Seminar, by Professor
<a href="https://people.eecs.berkeley.edu/~trevor/" target=“blank”>Trevor Darrell</a>.
</p></li>
<li><p>
<a href="https://cal-cs288.github.io/sp23/" target=“blank”>
Natural Language Processing (CS 288)</a>, by Professor
<a href="https://www2.eecs.berkeley.edu/Faculty/Homepages/klein.html"
target=“blank”>Dan Klein</a>
(audit, not for credit).
</p></li>
</ul>
<h3>Undergraduate</h3>
<ul>
<li><p>
<a href="https://xinchen384.github.io/cs4641B-summer2020/" target=“blank”>
Machine Learning (CS 4641)</a>, by Dr.
<a href="https://sites.google.com/site/xinchen384" target=“blank”>Xin Chen</a>.
</p></li>
<li><p>
<a href="https://sites.google.com/view/cs4476-6476-sp2020" target=“blank”>
Computer Vision (CS 4476)</a>, by Professor
<a href="https://faculty.cc.gatech.edu/~judy/" target=“blank”>Judy Hoffman</a>.
</p></li>
</ul>
</section>
<section class="section">
<h2>Control</h2>
<ul>
<li><p>
Experiential Advanced Control Design I (model predictive control),
by Professor <a href="https://me.berkeley.edu/people/francesco-borrelli/"
target=“blank”>Francesco Borrelli</a>.
</p></li>
<li><p>
Experiential Advanced Control Design II (Kalman filter),
by Professor <a href="https://hiperlab.berkeley.edu/members/mark-w-mueller/"
target=“blank”>Mark Mueller</a>.
</p></li>
<li><p>
Advanced Control Theory I (canonical state-space representation forms, Lyapunov stability, LQR control),
by Professor <a href="https://msc.berkeley.edu/people/tomizuka.html"
target=“blank”>Masayoshi Tomizuka</a>.
</p></li>
<li><p>
Advanced Control Theory II (fundamental trade-offs in controls),
by Professor <a href="https://me.berkeley.edu/people/koushil-sreenath/"
target=“blank”>Koushil Sreenath</a>.
</p></li>
<li><p>
Control System Design (linear systems and introduction to state-space control),
by Professor <a href="https://ece.gatech.edu/directory/david-g-taylor"
target=“blank”>David G Taylor</a>.
</p></li>
</ul>
</section>
<section class="section">
<h2>Statistics</h2>
<ul>
<li><p>
Theoretical Statistics I, by Professor
<a href="https://www.stat.berkeley.edu/~wfithian/" target=“blank”>Will Fithian</a>.
</p></li>
</ul>
</section>
<section class="section">
<h2>Game Theory</h2>
<ul>
<li><p>
Population Games, by Professor <a
href="https://people.eecs.berkeley.edu/~arcak/?_ga=2.13941367.1530543693.1677615049-1481344499.1572272238"
target=“blank”>Murat Arcak</a>.
</p></li>
</ul>
</section>
<section class="section">
<h2>Automotive Engineering</h2>
<ul>
<li><p>
Automotive Engineering, by Professor <a
href="https://www.me.gatech.edu/faculty/leamy"
target=“blank”>Michael J. Leamy</a>.
</p></li>
</ul>
</section>
<section class="section">
<h2>Music</h2>
<ul>
<li><p>
Singing (Voice Class), by Dr. <a
href="https://cjsings.com/" target=“blank”>Candace Johnson</a>.
</p></li>
<li><p>
Introduction to Music Theory, Analysis, and Notation, by Dr. <a
href="https://music.berkeley.edu/people/robert-yamasato-3/"
target=“blank”>Robert Yamasato</a>.
</p></li>
</ul>
</section>
</td>
</table>
</body>
</html>