diff --git a/slides/introduction.html b/slides/introduction.html
index 317bb2e..def72e0 100644
--- a/slides/introduction.html
+++ b/slides/introduction.html
@@ -307,32 +307,25 @@ <h3> Future workshops </h3>
 			<table style="font-size:14px">
 				<tr>
 				<th> Title </th>
-				<th> Series 1 </th>
-				<th> Series 2</th>
+				<th> Series</th>
 				</tr>
 
 				<tr>
 					<td> Regression models </td>
-					<td> Tue, Jan 16, 2024 (1:00pm to 3:00pm) - Past </td>
-					<td> Tue, Feb 13, 2024 (1:00pm to 3:00pm) </td>
+					
+					<td> Tue, Mar 19, 2024 (1:00pm to 3:00pm) </td>
 				</tr>
 
 				<tr>
 					<td> Classification and clustering models</td>
-					<td> Tue, Jan 23, 2024 (1:00pm to 3:00pm) - Past</td>
-					<td> Tue, Feb 27, 2024 (1:00pm to 3:00pm)</td>
+					
+					<td> Tue, Mar 26, 2024 (1:00pm to 3:00pm)</td>
 				</tr>
 
 				<tr>
 					<td> Neural networks </td>
-					<td> Tue, Jan 30, 2024 (10:00am to 12:00pm) - Past </td>
-					<td> Tue, Mar 5, 2024 (1:00pm to 3:00pm) </td>
-				</tr>
-
-				<tr>
-					<td> LLMs </td>
-					<td> Tue, Feb 6, 2024 (1:00pm to 3:00pm) - Today </td>
-					<td> Tue, Mar 12, 2024 (1:00pm to 3:00pm) </td>
+					
+					<td> Tue, Apr 2, 2024 (1:00pm to 3:00pm) </td>
 				</tr>