From 2fd09ca72f54adfd126a9404853bda602c3239a1 Mon Sep 17 00:00:00 2001
From: Sebastian Kimberk <skimberk1@gmail.com>
Date: Tue, 16 Sep 2025 15:33:11 -0700
Subject: [PATCH 1/2] Update link to Numba parallel docs

The URL Numba docs are hosted at have changed, the current URL results in a 404 error. Updated URL to the new docs.
---
 module3/module3/index.html | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/module3/module3/index.html b/module3/module3/index.html
index 278f5534..28b172d6 100644
--- a/module3/module3/index.html
+++ b/module3/module3/index.html
@@ -1380,7 +1380,7 @@ <h2 id="task-31-parallelization">Task 3.1: Parallelization</h2>
 <p>This task requires basic familiarity with Numba <code>prange</code>.</p>
 <p>Be sure to very carefully read the section on
 parallelism,
-<a href="https://numba.pydata.org/numba-doc/latest/user/parallel.html">Numba</a>.</p>
+<a href="https://numba.readthedocs.io/en/stable/user/parallel.html">Numba</a>.</p>
 </div>
 <p>The main backend for our codebase are the three functions <code>map</code>,
 <code>zip</code>, and <code>reduce</code>. If we can speed up these three, everything we
@@ -1935,4 +1935,4 @@ <h4 id="minitorch.cuda_ops._tensor_matrix_multiply" class="doc doc-heading">
       
     
   </body>
-</html>
\ No newline at end of file
+</html>

From 71597e40c069df75a5669f27084e9a0e894bd178 Mon Sep 17 00:00:00 2001
From: Sebastian Kimberk <skimberk1@gmail.com>
Date: Wed, 24 Sep 2025 11:38:17 -0700
Subject: [PATCH 2/2] Fix tiny typo maker -> make

---
 module4/module4/index.html | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/module4/module4/index.html b/module4/module4/index.html
index c531d711..8e8f7f27 100644
--- a/module4/module4/index.html
+++ b/module4/module4/index.html
@@ -1366,7 +1366,7 @@ <h1 id="networks">Networks</h1>
 recognition system. We will do this by build the infrastructure for a
 version of LeNet on MNIST: a classic convolutional neural network (CNN)
 for digit recognition, and for a 1D conv for NLP sentiment classification.</p>
-<p>You need the files from previous assignments, so maker sure to pull
+<p>You need the files from previous assignments, so make sure to pull
 them over to your new repo. We recommend you to get familiar with
 tensor.py, since you might find some of those functions useful for
 implementing this Module.</p>
@@ -1632,4 +1632,4 @@ <h2 id="task-45-training-an-image-classifier">Task 4.5: Training an Image Classi
       
     
   </body>
-</html>
\ No newline at end of file
+</html>