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update schedule
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yzhao062 committed Nov 12, 2023
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Expand Up @@ -157,9 +157,9 @@ <h2>Schedule</h2>
<td><strong>Week 4</strong><br>Feb 2</td>
<td>
Neural Network Basics<br>
&nbsp;&nbsp; - Perceptron<br>
&nbsp;&nbsp; - Stochastic Gradient Descent / Logistic Regression<br>
&nbsp;&nbsp; - Feature Engineering / Regularization
&nbsp;&nbsp; - Perceptron Revisited <br>
&nbsp;&nbsp; - Gradient Descent <br>
&nbsp;&nbsp; - Forward Propagation
</td>
<td>Quiz 1</td>
<td>Course Project Teams Formed Pre-proposal DUE</td>
Expand All @@ -168,8 +168,7 @@ <h2>Schedule</h2>
<td><strong>Week 5</strong><br>Feb 9</td>
<td>
1. Neural Network Continued:<br>
- Neural Networks<br>
- Backpropagations<br>
&nbsp;&nbsp; - Back propagations<br>
2. Cloud computing service tutorial (TA)<br>
3. Deep Learning Software Tutorial (TA)
</td>
Expand All @@ -179,9 +178,10 @@ <h2>Schedule</h2>
<tr>
<td><strong>Week 6</strong><br>Feb 16</td>
<td>
1. Training Neural Networks<br>
2. Convolutional Neural Networks<br>
3. Recurrent Neural Networks
Different types of Neural Networks:
1. Convolutional Neural Networks<br>
2. Recurrent Neural Networks<br>
3. Graph Neural Networks<br>
</td>
<td></td>
<td>Proposal and Literature Review DUE</td>
Expand Down Expand Up @@ -235,8 +235,9 @@ <h2>Schedule</h2>
<tr>
<td><strong>Week 12</strong><br>Mar 29</td>
<td>
1. Graph Neural Networks<br>
2. ML Scalability and Systems
1. Advanced Graph Neural Networks<br>
2. ML Scalability and Systems<br>
3. ML Advice?
</td>
<td></td>
<td>Assignment 2 DUE</td>
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