Merge branch 'main' of https://github.com/ML4NS/ml4ns.github.io

index.html

@@ -202,81 +202,81 @@ <h4>What will you do in this course?</h4>
         </ul>
         </p>
         <h4>Essential Course Material</h4>
-        <p>Before taking this module, we advise that you watch the following video tutorials: </p>
+        <p>Before taking this module, we advise that you work through the following video tutorials: </p>
         <ul>
 
           <li>
-            Video tutorial 1: Why Python? Why ML for Neuroscience?
+            Video tutorial 1: Installing Anaconda
             <a target="_blank"
               href="">
             </a>
           </li>
 
           <li>
-            Video tutorial 2: Installing Anaconda
+            Video tutorial 2: VScode and Jupyter Notebooks
             <a target="_blank"
               href="">
             </a>
           </li>
 
           <li>
-            Video tutorial 3: Installing and working in VSCode
+            Video tutorial 3: Python and Machine Learning in Neuroscience
             <a target="_blank"
               href="">
             </a>
           </li>
 
           <li>
-            Video tutorial 4: NumPy and Pandas
+            Video tutorial 4: Data Types and Structures in Python
             <a target="_blank"
               href="">
             </a>
           </li>
 
           <li>
-            Video tutorial 5: Lists
+            Video tutorial 5: Lists & Dictionaries
             <a target="_blank"
               href="">
             </a>
           </li>
 
           <li>
-            Video tutorial 6: Arrays
+            Video tutorial 6: NumPy Arrays
             <a target="_blank"
               href="">
             </a>
           </li>
 
           <li>
-            Video tutorial 7: Dataframes
+            Video tutorial 7: Pandas Dataframes
             <a target="_blank"
               href="">
             </a>
           </li>
 
           <li>
-            Video tutorial 8: Plotting, Pt. 1
+            Video tutorial 8: Plotting Pt. 1
             <a target="_blank"
               href="">
             </a>
           </li>
 
           <li>
-            Video tutorial 9: Plotting, Pt. 2
+            Video tutorial 9: Plotting Pt. 2
             <a target="_blank"
               href="">
             </a>
           </li>
 
           <li>
-            Video tutorial 10: For Loops
+            Video tutorial 10: Conditional Statements
             <a target="_blank"
               href="">
             </a>
           </li>
 
           <li>
-            Video tutorial 11: Conditional Expressions
+            Video tutorial 11: For Loops
             <a target="_blank"
               href="">
             </a>
@@ -289,6 +289,13 @@ <h4>Essential Course Material</h4>
             </a>
           </li>
 
+          <li>
+            Our Journeys
+            <a target="_blank"
+              href="">
+            </a>
+          </li>
+
         </ul>
         <p> If you have any trouble installing anaconda or VSCode, please don't hesitate to contact us. </p>
 
@@ -723,7 +730,7 @@ <h3 class="featurette-heading">Schedule</h3>
           <tr>
             <td rowspan="2">Wed</td>
             <td>10:30 - 12:30</td>
-            <td>8: Applications and Neuroscience Inspired Machine Learning &#9827</td>
+            <td>8: Applications and Neuroscience Inspired Machine Learning</td>
             <td>
               <a target="_blank" class="files-icon-container"
                 href="https://github.com/ML4NS/ml4ns.github.io/raw/main/slides/08-%20Applications%20in%20neuroscience%20and%20neuroscience%20inspired%20models/ML4NuerScience_Applications.pptx">
@@ -741,10 +748,7 @@ <h3 class="featurette-heading">Schedule</h3>
                 <img class="files-icon" src="/assets/feedback.svg"></img>
               </a>
             </td>
-            <td>
-              <div class="no-wrap-chunk">P. Barnaghi</div>,
-              <div class="no-wrap-chunk">L. Rigny</div>
-            </td>
+            <td>P. Barnaghi</td>
           </tr>
           <tr>
             <td>13:30 - 16:30</td>
@@ -761,7 +765,7 @@ <h3 class="featurette-heading">Schedule</h3>
           <tr>
             <td rowspan="2">Thur</td>
             <td>10:30 - 12:30</td>
-            <td>9: Responsible Machine Learning</td>
+            <td>9: Responsible Machine Learning &#9827</td>
             <td>
               <a target="_blank" class="files-icon-container"
                 href="https://github.com/ML4NS/ml4ns.github.io/raw/main/slides/09-%20Ethical%20considerations%20and%20responsible%20machine%20learning/ML4NuerScience_Ethical_MLpptx.pptx">
@@ -779,7 +783,10 @@ <h3 class="featurette-heading">Schedule</h3>
                 <img class="files-icon" src="/assets/feedback.svg"></img>
               </a>
             </td>
-            <td>P. Barnaghi</td>
+            <td>
+              <div class="no-wrap-chunk">P. Barnaghi</div>,
+              <div class="no-wrap-chunk">L. Rigny</div>
+            </td>
           </tr>
           <tr>
             <td>13:30 - 16:30</td>