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removing previous section materials from sections.html
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charumathib authored Nov 4, 2023
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CS 181 has weekly sections to reinforce lecture material with extra explanations
and exercises. Solutions are posted after all sections have taken place.

Please see the Google Calendar for the section schedule.
The section schedule for Spring 2024 is TBD.


<!--<ul>
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<li> Anna (Beyond 181): Friday 1-2pm @ SEC 1.316 Seminar Room</li>
</ul>-->
</p>

<h2 class="title" id="sec9">Section 9: MDPs and Review</h2>
<p class="head-subtitle">Monday, April 17</p>
<ul class="lists">
<li><a href="sections/section9/section9.pdf" target="_blank">PDF</a></li>
<li><a href="sections/section9/section9_soln.pdf" target="_blank">Solutions</a></li>
</ul>

<h2 class="title" id="sec8">Section 8: Graphical Models and HMMs</h2>
<p class="head-subtitle">Monday, April 10</p>
<ul class="lists">
<li><a href="sections/section8/sec8.pdf" target="_blank">PDF</a></li>
<li><a href="sections/section8/sec8-solutions.pdf" target="_blank">Solutions</a></li>
</ul>

<h2 class="title" id="sec7">Section 7: GMMs, LDA, pLSA</h2>
<p class="head-subtitle">Monday, April 03</p>
<ul class="lists">
<li><a href="sections/section7/section7.pdf" target="_blank">PDF</a></li>
</ul>

<h2 class="title" id="sec5">Section 6: Latent Variable Models, EM, and PCA</h2>
<p class="head-subtitle">Monday, March 27</p>
<ul class="lists">
<li><a href="sections/sec06-cluster/pca_em.pdf" target="_blank">PDF</a></li>
<li><a href="sections/sec06-cluster/pca_em_soln.pdf" target="_blank">Solutions</a></li>
</ul>

<h2 class="title" id="practical">Practical I Guide to Scikit-Learn and PyTorch</h2>
<p class="head-subtitle">Monday, March 20</p>
<ul class="lists">
<li><a href="https://github.com/harvard-ml-courses/cs181-web/blob/main/sections/practical_I/CS181%20Practical%20Section.pdf" target="_blank">PDF</a></li>
<li><a href="https://github.com/harvard-ml-courses/cs181-web/blob/main/sections/practical_I/CS181%20Practical%20Section.ipynb" target="_blank">Jupyter Notebook</a></li>
<li><a href="https://github.com/harvard-ml-courses/cs181-web/blob/main/sections/practical_I/data.txt" target="_blank">Data Link</a></li>
</ul>

<h2 class="title" id="sec5">Section 5: Midterm Review and Bayesian Inference</h2>
<p class="head-subtitle">Monday, February 27</p>
<ul class="lists">
<li><a href="sections/sec05/CS181_Midterm_Review.pdf" target="_blank">PDF</a></li>
</ul>

<h2 class="title" id="sec4">Section 4: Neural Networks</h2>
<p class="head-subtitle">Tuesday, February 21</p>
<ul class="lists">
<li><a href="sections/sec04/04.pdf" target="_blank">PDF</a></li>
<li><a href="sections/sec04/04soln.pdf" target="_blank">Solutions</a></li>
</ul>

<h2 class="title" id="sec3">Section 3: Classification</h2>
<p class="head-subtitle">Monday, February 13</p>
<ul class="lists">
<li><a href="sections/sec03-classification/03.pdf" target="_blank">PDF</a></li>
<li><a href="sections/sec03-classification/03soln.pdf" target="_blank">Solutions</a></li>
</ul>

<h2 class="title" id="sec2">Section 2: Nonparametric Regression, Probabilistic Linear Regression, MLE, & Model Selection</h2>
<p class="head-subtitle">Monday, February 6</p>
<ul class="lists">
<li><a href="sections/sec02/02.pdf" target="_blank">PDF</a></li>
<li><a href="sections/sec02/sol02.pdf" target="_blank">Solutions</a></li>
</ul>

<h2 class="title" id="sec0">Section 0: Statistics Review</h2>
<p class="head-subtitle"> Friday, January 20</p>
<ul class="lists">
<!-- <p class="head-subtitle"> Friday, January 20</p>
<ul class="lists"> -->
<li><a href="sections/sec00-statreview/Huang%20%26%20Wu%20-%20STAT%20110%20Final%20Review.pdf" target="_blank">STAT 110 Final Review</a></li>
<li><a href="sections/sec00-statreview/Huang%20%26%20Wu%20-%20STAT%20110%20Midterm%20Review.pdf" target="_blank">STAT 110 Midterm Review</a></li>
<li><a href="sections/sec00-statreview/Li%20%26%20Ma%20-%20STAT%20111%20Final%20Review%20(Longform).pdf" target="_blank">STAT 111 Final Review (Longform)</a></li>
<li><a href="sections/sec00-statreview/Nguyen%20-%20STAT%20111%20Final%20Review%20Sheets.pdf" target="_blank">STAT 111 Final Review (Review Sheets)</a></li>
</ul>

<h2 class="title" id="sec0">Section 0: Math Review</h2>
<p class="head-subtitle"> Friday, January 20</p>
<ul class="lists">
<!-- <p class="head-subtitle"> Friday, January 20</p>
<ul class="lists"> -->
<li><a href="sections/sec00-mathreview/sec0_math_review_WeiweiCompilation.pdf" target="_blank">Compiled Various Review Sheets</a></li>
<li><a href="sections/sec00-mathreview/sec0_semicondensed.pdf" target="_blank">General Review</a></li>
<li><a href="sections/sec00-mathreview/sec0_solutions.pdf" target="_blank">General Review (Solutions)</a></li>
</ul>

<h2 class="title" id="sec0">Section 0: Code Crash Course</h2>
<p class="head-subtitle"> Wednesday, January 18</p>
<ul class="lists">
<!-- <p class="head-subtitle"> Wednesday, January 18</p>
<ul class="lists"> -->
<li><a href="sections/sec00-codereview/code_crash_course_181.pdf" target="_blank">PDF</a></li>
<li><a href="sections/sec00-codereview/code_crash_course_181.ipynb" target="_blank">Jupyter Notebook</a></li>
<li><a href="sections/sec00-codereview/CCC.csv" target="_blank">Toy Dataset</a></li>
</ul>



<!-- Example for releasing sections. Upload files in the sections folder -->

<!-- <h2 class="title" id="sec1">Section 1: Linear Regression, MLE</h2>
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