update index

Author: kevinzakka

assignments/2020/assignment2.md

@@ -70,7 +70,7 @@ cd cs231n/datasets
 ./get_datasets.sh
 ```
 **Start Jupyter Server**. After you have the CIFAR-10 data, you should start the Jupyter server from the
-`assignment1` directory by executing `jupyter notebook` in your terminal.
+`assignment2` directory by executing `jupyter notebook` in your terminal.
 
 Complete each notebook, then once you are done, go to the [submission instructions](#submitting-your-work).
 

index.html

@@ -19,7 +19,11 @@
         Assignment #1: Image Classification, kNN, SVM, Softmax, Fully-Connected Neural Network
       </a>
     </div>
-
+    <div class="materials-item">
+      <a href="assignments2020/assignment2/">
+        Assignment #2: Fully-Connected Nets, BatchNorm, Dropout, ConvNets, Tensorflow/Pytorch
+      </a>
+    </div>
 <!--
     <div class="materials-item">
       <a href="assignments2019/assignment2/">