Update schedule and hw3

homeworks.html

@@ -81,7 +81,7 @@ <h3>Homeworks</h3>
       <tr>
       <td>2/9/23</td>
       <td>2/16/23 (before class)</td>
-      <td>Homework #3</td>
+      <td><a href="hw3_neural_networks_numpy.zip">Homework #3: Neural networks from scratch </td>
       </tr>
 
 

schedule.html

@@ -84,25 +84,26 @@ <h3>Class schedule</h3>
     <tr>
       <td>2/9</td>
       <td>Week 4: Neural networks 201</td>
-      <td>Lecture 4</td>
+      <td><a href="https://docs.google.com/presentation/d/1udp4keW7nMRbk1qxSNN7iZOTHcuogT6i0RAFr6Lw1u0">Lecture 4</a></td>
       <td><a href="https://forms.gle/DSoju13ZH1gQCzBU7">Python code style quiz</a>, due Mon Feb 13 before class<br/>
-          Homework #3, due Thu Feb 16 before class</td>
+          <a href="homeworks/hw3_neural_networks_numpy.zip">Homework #3</a>, due Thu Feb 16 before class</td>
     </tr>
     <tr>
       <td>2/16</td>
-      <td>Week 5: Attention mechamism</td>
-      <td></td>
+      <td>Week 5: Neural networks 301</br>(activation functions and initializations)</td>
+      <td><a href="https://docs.google.com/presentation/d/1yEZEEXhq6wkJ_I27dQl-zlajgXOWs9DVAiptUx1BFTo/edit?usp=sharing">Lecture 5</a><br/>
+        <a href="https://colab.research.google.com/drive/1x_p9s8VAU1WOfvrLcEnBJ39xQFRY_WEi?usp=sharing">Notebook</a></td>
       <td></td>      
     </tr>
     <tr>
       <td>2/23</td>
-      <td>Week 6: Sequence-to-sequence models</td>
+      <td>Week 6: Attention mechanism</td>
       <td></td>
       <td></td>      
     </tr>
     <tr>
       <td>3/2</td>
-      <td>Week 7: Transfer learning in NLP</td>
+      <td>Week 7: Sequence-to-sequence models</td>
       <td></td>
       <td></td>      
     </tr>
@@ -114,19 +115,19 @@ <h3>Class schedule</h3>
     </tr>
     <tr>
       <td>3/16</td>
-      <td>Week 8: Pre-training variants</td>
+      <td>Week 8: Transfer learning in NLP</td>
       <td></td>
       <td></td>      
     </tr>
     <tr>
       <td>3/23</td>
-      <td>Week 9: Effects of scale in NLP</td>
+      <td>Week 9: Pre-training variants</td>
       <td></td>
       <td></td>      
     </tr>
     <tr>
       <td>3/30</td>
-      <td>Week 10</td>
+      <td>Week 10: Effects of scale in NLP</td>
       <td></td>
       <td></td>
     </tr>