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yzhao062 committed Jan 14, 2024
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2 changes: 1 addition & 1 deletion index.html
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Expand Up @@ -114,7 +114,7 @@ <h2>CSCI 566 Deep Learning and its Applications Spring 2024 <a href="mailto:usc.
<p><strong class="university-color">Prerequisites</strong>:
(1) Proficiency in Python
(2) College Calculus, Linear Algebra, Probability and Statistics
(3) (Recommended but not required) Equivalent knowledge of <a href="https://vatsalsharan.github.io/fall22.html">CSCI 567 (Machine Learning)</a>
(3) (Recommended but not required) Equivalent knowledge of <a href="https://vatsalsharan.github.io/spring24.html">CSCI 567 (Machine Learning)</a>
</p>
<p><strong class="university-color">Basic logistics</strong>:</p>
<ul>
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5 changes: 3 additions & 2 deletions schedule.html
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Expand Up @@ -133,12 +133,12 @@ <h2>Schedule</h2>
<tr>
<td><strong>Week 2</strong><br>Jan 19</td>
<td>
1. Classical ML<br>
Classical ML<br>
&nbsp;&nbsp; - Decision Trees and Ensembles<br>
&nbsp;&nbsp; - k-Nearest Neighbors<br>
&nbsp;&nbsp; - Clustering <br>
&nbsp;&nbsp; - Anomaly Detection <br>
<em>Guest Discussion: Life in Data Science Startup (still finalizing)</em>
<!-- <em>Guest Discussion: Life in Data Science Startup (still finalizing)</em>-->
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<td></td>
<td><a href="https://drive.google.com/file/d/1BX6YxF0Ezi4qfSAQ38dF6kTNOtlfnVqC/view?usp=sharing">S24-block2-classical-ML.pdf</a></td>
Expand Down Expand Up @@ -206,6 +206,7 @@ <h2>Schedule</h2>
1. Transformers and AutoDiff<br>
2. Deep Generative Models<br>
3. Deep Reinforcement Learning
<em>Guest Discussion: Open-source Development (Dr. Haifeng Jin @ Google)</em>
</td>
<td></td>
<td>Assignment 1 DUE</td>
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