diff --git a/schedule.html b/schedule.html
index c2c43a2..5558fd1 100644
--- a/schedule.html
+++ b/schedule.html
@@ -133,15 +133,18 @@ <h2>Schedule</h2>
                         <tr>
                             <td><strong>Week 2</strong><br>Jan 19</td>
                             <td>
-                                Classical ML<br>
+                                0. Project idea discussion<br>
+                                1. Classical ML<br>
                                 &nbsp;&nbsp; - Decision Trees and Ensembles<br>
                                 &nbsp;&nbsp; - k-Nearest Neighbors<br>
                                 &nbsp;&nbsp; - Clustering <br>
                                 &nbsp;&nbsp; - Anomaly Detection <br>
+
+                                2. Cloud computing service tutorial<br>
 <!--                                <em>Guest Discussion: Life in Data Science Startup (still finalizing)</em>-->
                             </td>
                             <td></td>
-                            <td><a href="https://drive.google.com/file/d/1BX6YxF0Ezi4qfSAQ38dF6kTNOtlfnVqC/view?usp=sharing">S24-block2-classical-ML.pdf</a></td>
+                            <td><a href="https://drive.google.com/file/d/1BX6YxF0Ezi4qfSAQ38dF6kTNOtlfnVqC/view?usp=sharing">S24-block2-classical-ML.pdf</a>, <a href="https://drive.google.com/file/d/10ybuO1DN9vgKoVGjuUU8lHaoZ4Smhwvq/view?usp=drive_link">Google Cloud Platform - 2024.pdf</a></td>
                         </tr>
                         <tr>
                             <td><strong>Week 3</strong><br>Jan 26</td>
@@ -151,7 +154,7 @@ <h2>Schedule</h2>
                                 &nbsp;&nbsp; - Perceptron Revisited <br>
                                 &nbsp;&nbsp; - Gradient Descent <br>
                                 &nbsp;&nbsp; - Forward Propagation
-                                2. Project idea discussion
+                                2. Project idea discussion<br>
 <!--                                <em>Guest Discussion: Life in Risk modeling (may change)</em>-->
                             </td>
                             <td></td>
@@ -164,8 +167,7 @@ <h2>Schedule</h2>
                                 &nbsp;&nbsp; - Perceptron Revisited <br>
                                 &nbsp;&nbsp; - Gradient Descent <br>
                                 &nbsp;&nbsp; - Forward Propagation <br>
-                                1. Cloud computing service tutorial (TA)<br>
-                                2. Deep Learning Software Tutorial (TA)<br>
+                                Deep Learning Software Tutorial<br>
                                 <em>Guest Discussion: Life in Risk modeling (may change)</em>
                             </td>
                             <td>Quiz 1</td>