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homework.html
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---
layout: page
title: Homework
weight: 0
---
<section class="main-container text">
<div class="main">
<h2 class="title">Submission</h2>
<p>
Homework solutions must be completed in LaTeX. You must submit a PDF version along with the LaTeX file
and all supplemental files (code, images, etc) through Gradescope.
</p>
<p>
Each homework assignment has <strong>two</strong> corresponding Gradescope assignments - one for the
writeup PDF and another for supplemental files.
</p>
<p>
When submitting the writeup PDF, you must <strong>assign pages for each question</strong>.
</p>
<h2 class="title" id="hw0">Homework 0: Pre-Requisites</h2>
<p class="head-subtitle">Released: January 15</p>
<p class="head-subtitle">Due: January 26 (with a free, no-questions-asked extension to February 2)</p>
<h3>Files</h3>
<ul class="lists">
<li><a href="https://github.com/harvard-ml-courses/cs181-s23-homeworks/blob/main/hw0/homework0.pdf" target="_blank"> PDF </a></li>
<li><a href="https://github.com/harvard-ml-courses/cs181-s23-homeworks/tree/main/hw0" target="_blank"> Folder </a></li>
</ul>
<h2 class="title" id="hw1">Homework 1: Regression</h2>
<p class="head-subtitle">Released: January 26</p>
<p class="head-subtitle">Due: February 9 </p>
<h3>Files</h3>
<ul class="lists">
<li><a href="https://github.com/harvard-ml-courses/cs181-s23-homeworks/blob/main/hw1/hw1.pdf" target="_blank"> PDF </a></li>
<li><a href="https://github.com/harvard-ml-courses/cs181-s23-homeworks/tree/main/hw1" target="_blank"> Folder </a></li>
</ul>
<h2 class="title" id="hw2">Homework 2: Classification and Bias-Variance Trade-offs</h2>
<p class="head-subtitle">Released: February 9</p>
<p class="head-subtitle">Due: February 23 </p>
<h3>Files</h3>
<ul class="lists">
<li><a href="https://github.com/harvard-ml-courses/cs181-s23-homeworks/blob/main/hw2/hw2.pdf" target="_blank"> PDF </a></li>
<li><a href="https://github.com/harvard-ml-courses/cs181-s23-homeworks/tree/main/hw2" target="_blank"> Folder </a></li>
</ul>
<h2 class="title" id="hw3">Homework 3: Bayesian Methods and Neural Networks</h2>
<p class="head-subtitle">Released: February 23</p>
<p class="head-subtitle">Due: March 23 </p>
<h3>Files</h3>
<ul class="lists">
<li><a href="https://github.com/harvard-ml-courses/cs181-s23-homeworks/blob/main/hw3/homework3.pdf" target="_blank"> PDF </a></li>
<li><a href="https://github.com/harvard-ml-courses/cs181-s23-homeworks/tree/main/hw3" target="_blank"> Folder </a></li>
</ul>
<h2 class="title" id="practical">Practical I: Classifying Sounds</h2>
<p class="head-subtitle">Released: March 2</p>
<p class="head-subtitle">Due: March 23</p>
<h3>Files</h3>
<ul class="lists">
<li><a href="https://github.com/harvard-ml-courses/cs181-s23-homeworks/blob/main/practical1/practical1.pdf" target="_blank"> PDF </a></li>
</ul>
<h2 class="title" id="hw5">Homework 4: EM algorithms and PCA</h2>
<p class="head-subtitle">Released: March 30</p>
<p class="head-subtitle">Due: April 13 </p>
<h3>Files</h3>
<ul class="lists">
<li><a href="https://github.com/harvard-ml-courses/cs181-s23-homeworks/blob/main/hw4/homework4.pdf" target="_blank"> PDF </a></li>
<li><a href="https://github.com/harvard-ml-courses/cs181-s23-homeworks/tree/main/hw4" target="_blank"> Folder </a></li>
</ul>
<!--<h2 class="title" id="hw4">Homework 4: SVM, Clustering, and Ethics</h2>
<p class="head-subtitle">Released: March 11</p>
<p class="head-subtitle">Due: March 25 </p>
<h3>Files</h3>
<ul class="lists">
<li><a href="https://github.com/harvard-ml-courses/cs181-s22-homeworks/blob/main/HW4/homework4.pdf" target="_blank"> PDF </a></li>
<li><a href="https://github.com/harvard-ml-courses/cs181-s22-homeworks/tree/main/HW4" target="_blank"> Folder </a></li>
</ul>
<h2 class="title" id="hw0">Homework 0: Math & Numpy Review</h2>
<p class="head-subtitle">Released: January 13</p>
<p class="head-subtitle">Due: Never </p>
<h3>Files</h3>
<ul class="lists">
<li><a href="https://github.com/harvard-ml-courses/cs181-s22-homeworks/tree/main/HW0/hw0.pdf" target="_blank"> PDF </a></li>
<li><a href="https://github.com/harvard-ml-courses/cs181-s22-homeworks/tree/main/HW0" target="_blank"> Folder </a></li>
<li><a href="https://github.com/harvard-ml-courses/cs181-s22-homeworks/tree/main/HW0/solutions/hw0_solutions.pdf" target="_blank"> Solutions I </a></li>
<li><a href="https://github.com/harvard-ml-courses/cs181-s22-homeworks/tree/main/HW0/solutions/hw0_solutions_2.pdf" target="_blank"> Solutions II (code) </a></li>
</ul>-->
<!-- Examples for releasing homeworks. DO NOT POST Homework Solutions on the Github -->
<!-- <h2 class="title" id="hw1">Homework 1: Linear Regression</h2>
<p class="head-subtitle">Released: January 26</p>
<p class="head-subtitle">Due: February 4</p>
<h3>Files</h3>
<ul class="lists">
<li><a href="https://github.com/harvard-ml-courses/cs181-s21-homeworks/tree/main/hw1" target="_blank">
Github Folder (Data, helper code, tex file) </a></li>
</ul>
<h2 class="title" id="hw0">Homework 0: Math Review</h2>
<p class="head-subtitle">Released: January 19</p>
<p class="head-subtitle">Due: Never</p>
<h3>Files</h3>
<ul class="lists">
<li><a href="hw/hw0.pdf" target="_blank">HW PDF</a></li>
<li><a href="hw/hw0_solutions.pdf" target="_blank">Solution PDF</a></li>
<li><a href="https://github.com/harvard-ml-courses/cs181-s21-homeworks/tree/main/hw0" target="_blank">
Github Folder (Data, helper code, tex file) </a></li>
</ul> -->
</div>
</section>