diff --git a/discussion.md b/discussion.md
index c6a3b31..7c181aa 100644
--- a/discussion.md
+++ b/discussion.md
@@ -1,13 +1,13 @@
 ---
 layout: default
 title: Discussion
-description: A list of all discussion worksheets and solutions.
+description: A list of all discussion worksheets and Solutions.
 nav_order: 4
 ---
 
 # Discussion
 
-This page will be updated with discussion worksheets and solutions throughout the semester. Recordings, when available, will also be posted here.
+This page will be updated with discussion Worksheets and Solutions throughout the semester. Recordings, when available, will also be posted here.
 <style>
   table {
     width: 100%;
@@ -34,140 +34,140 @@ This page will be updated with discussion worksheets and solutions throughout th
     <tr>
       <td>Discussion 1</td>
       <td>Welcome to Snap!</td>
-      <td><a href="https://docs.google.com/document/d/1KUWjNNzFtBg3EGYuTAd422l7F1lxLbTy-LAsIy3rqV4/edit?usp=sharing">worksheet</a></td>
-      <td><a href="https://docs.google.com/document/d/1bF-aab1932JTPI-c3SJe2m4YawGOVz_M96JVpe-7qM0/edit?usp=sharing">solutions</a></td>
-      <td><a href="https://drive.google.com/file/d/1Y_cOc3cMXZDUkS-RSrqiVByzF3syVp6k/view?usp=sharing">recording</a></td>
-      <td><a href="https://drive.google.com/file/d/1rN0U2r--Pe7_V9PZojDS7QEM-lbE_GNx/view?usp=sharing">slides</a></td>
+      <td><a href="https://docs.google.com/document/d/1KUWjNNzFtBg3EGYuTAd422l7F1lxLbTy-LAsIy3rqV4/edit?usp=sharing">Worksheet</a></td>
+      <td><a href="https://docs.google.com/document/d/1bF-aab1932JTPI-c3SJe2m4YawGOVz_M96JVpe-7qM0/edit?usp=sharing">Solutions</a></td>
+      <td><a href="https://drive.google.com/file/d/1Y_cOc3cMXZDUkS-RSrqiVByzF3syVp6k/view?usp=sharing">Recording</a></td>
+      <td><a href="https://drive.google.com/file/d/1rN0U2r--Pe7_V9PZojDS7QEM-lbE_GNx/view?usp=sharing">Slides</a></td>
     </tr>
     <tr>
       <td>Discussion 2</td>
       <td>Number Representation, Control, Iteration, Booleans</td>
-      <td><a href="https://docs.google.com/document/d/1_0umtodNf-ZmHfsGTT7XJZJDDlmlH-hxSjw5tVCacZ8/edit?usp=sharing">worksheet</a></td>
-      <td><a href="https://docs.google.com/document/d/1YoEWBUgBTKb3up2FKYxCjqHxfZzVCwbO2l372RXidOI/edit?usp=sharing">solutions</a></td>
-      <td><a href="https://www.youtube.com/watch?v=FbnrmYiKFvY&list=PLO1S2CinoAzXNJFaTBtUXOWT5tjZag8me&index=7">recording</a></td>
-      <td><a href="https://drive.google.com/file/d/1RuveJmFwV_Wr07ObNT3LByANqT5g5LEK/view?usp=sharing">slides</a></td>
+      <td><a href="https://docs.google.com/document/d/1_0umtodNf-ZmHfsGTT7XJZJDDlmlH-hxSjw5tVCacZ8/edit?usp=sharing">Worksheet</a></td>
+      <td><a href="https://docs.google.com/document/d/1YoEWBUgBTKb3up2FKYxCjqHxfZzVCwbO2l372RXidOI/edit?usp=sharing">Solutions</a></td>
+      <td><a href="https://www.youtube.com/watch?v=FbnrmYiKFvY&list=PLO1S2CinoAzXNJFaTBtUXOWT5tjZag8me&index=7">Recording</a></td>
+      <td><a href="https://drive.google.com/file/d/1RuveJmFwV_Wr07ObNT3LByANqT5g5LEK/view?usp=sharing">Slides</a></td>
     </tr>
      <tr>
       <td>Discussion 3</td>
       <td>Data-types, Domain / Range, Scoping, Lists, & HOFs</td>
-      <td><a href="https://docs.google.com/document/d/1tW9krWvFAa9KZOZo3pYTLFtvMc7ZkF7rft6GpzPpOTY/edit?usp=sharing">worksheet</a></td>
-      <td><a href="https://docs.google.com/document/d/122o_UIOv4BEcQPzOek-8q1k96fsEuenj9df4QbaYxAI/edit?usp=sharing">solutions</a></td>
-      <td><a href="https://drive.google.com/file/d/1CabrXD9RDKQWQeal1HTBXPYS7f69Y_bn/view">recording</a></td>
-      <td><a href="https://drive.google.com/file/d/1RaM1aKCytwbLe-j2rlkKnZMV0X2xRSPj/view?usp=drive_link">slides</a></td>
+      <td><a href="https://docs.google.com/document/d/1tW9krWvFAa9KZOZo3pYTLFtvMc7ZkF7rft6GpzPpOTY/edit?usp=sharing">Worksheet</a></td>
+      <td><a href="https://docs.google.com/document/d/122o_UIOv4BEcQPzOek-8q1k96fsEuenj9df4QbaYxAI/edit?usp=sharing">Solutions</a></td>
+      <td><a href="https://drive.google.com/file/d/1CabrXD9RDKQWQeal1HTBXPYS7f69Y_bn/view">Recording</a></td>
+      <td><a href="https://drive.google.com/file/d/1RaM1aKCytwbLe-j2rlkKnZMV0X2xRSPj/view?usp=drive_link">Slides</a></td>
     </tr>
     <tr>
       <td>Discussion 4</td>
       <td>Mutability, HOFs, and Quest-Review</td>
-      <td><a href="https://docs.google.com/document/d/1r-27JJstbzTC3UPuS3p9AADtRtCB1dEaRv4DhLjKrPM/edit">worksheet</a></td>
-      <td><a href="https://docs.google.com/document/d/1sIcPK2CmvczHqmy31gKfArKEnSCJQnIXeNDr_mvc4EM/edit?usp=sharing">solutions</a></td>
-      <td>NO recording; see Ed #182.</td>
-      <td><a href="https://drive.google.com/file/d/1RaM1aKCytwbLe-j2rlkKnZMV0X2xRSPj/view?usp=drive_link">slides (Same as DISC-3)</a></td>
+      <td><a href="https://docs.google.com/document/d/1r-27JJstbzTC3UPuS3p9AADtRtCB1dEaRv4DhLjKrPM/edit">Worksheet</a></td>
+      <td><a href="https://docs.google.com/document/d/1sIcPK2CmvczHqmy31gKfArKEnSCJQnIXeNDr_mvc4EM/edit?usp=sharing">Solutions</a></td>
+      <td>NO Recording; see Ed #182.</td>
+      <td><a href="https://drive.google.com/file/d/1RaM1aKCytwbLe-j2rlkKnZMV0X2xRSPj/view?usp=drive_link">Slides (Same as DISC-3)</a></td>
     </tr>
     <tr>
       <td>Discussion 5</td>
       <td>Algorithmic Complexity</td>
-      <td><a href="https://docs.google.com/document/d/1aMf_Cdq8euuGD5g-4fRjra3miXztUeGTUAC7jfVOAC4/edit?usp=sharing">worksheet</a></td>
-      <td><a href="https://docs.google.com/document/d/1WrXYcbFeR3_xW7tNvyxotH_DNCpR7PaxwEw187RW8k4/edit?usp=sharing">solutions</a></td>
-      <td><a href="https://youtube.com/playlist?list=PLO1S2CinoAzXXhu0GqFhLeVS3bUr7JV8f">recording</a></td>
-      <td><a href="https://drive.google.com/file/d/1KixBSrw_eFxW4lDyiaqHt9jHs_UOK9BB/view?usp=sharing">slides</a></td>
+      <td><a href="https://docs.google.com/document/d/1aMf_Cdq8euuGD5g-4fRjra3miXztUeGTUAC7jfVOAC4/edit?usp=sharing">Worksheet</a></td>
+      <td><a href="https://docs.google.com/document/d/1WrXYcbFeR3_xW7tNvyxotH_DNCpR7PaxwEw187RW8k4/edit?usp=sharing">Solutions</a></td>
+      <td><a href="https://youtube.com/playlist?list=PLO1S2CinoAzXXhu0GqFhLeVS3bUr7JV8f">Recording</a></td>
+      <td><a href="https://drive.google.com/file/d/1KixBSrw_eFxW4lDyiaqHt9jHs_UOK9BB/view?usp=sharing">Slides</a></td>
     </tr>
     <tr>
       <td>Discussion 6</td>
       <td>Recursion</td>
-      <td><a href="https://docs.google.com/document/d/10tgdMHAQVWbE3uUCUJoCgfG3BwIVb34b2flkSTk92wU/edit?usp=sharing">worksheet</a></td>
-      <td><a href="https://docs.google.com/document/d/1Bc3jSezQeCwmiAMQtg4dBhPB-YwtO4gmsCDRZvizSA4/edit?usp=sharing">solutions</a></td>
-      <td><a href="https://youtu.be/WC04d2Oxj2E">recording</a></td>
-      <td><a href="https://drive.google.com/file/d/18wz_d-cgmWvTIp3o7a9Lb8tvUao2D8Za/view?usp=sharing">slides</a></td>
+      <td><a href="https://docs.google.com/document/d/10tgdMHAQVWbE3uUCUJoCgfG3BwIVb34b2flkSTk92wU/edit?usp=sharing">Worksheet</a></td>
+      <td><a href="https://docs.google.com/document/d/1Bc3jSezQeCwmiAMQtg4dBhPB-YwtO4gmsCDRZvizSA4/edit?usp=sharing">Solutions</a></td>
+      <td><a href="https://youtu.be/WC04d2Oxj2E">Recording</a></td>
+      <td><a href="https://drive.google.com/file/d/18wz_d-cgmWvTIp3o7a9Lb8tvUao2D8Za/view?usp=sharing">Slides</a></td>
     </tr>
     <tr>
       <td>Discussion 7</td>
       <td>Tree Recursion</td>
-      <td><a href="https://docs.google.com/document/d/1-rlnT6UUdgw6-xAMNmopU5A7WesLM7BqlauQDCIJnsk/edit?usp=sharing">worksheet</a></td>
-      <td><a href="https://docs.google.com/document/d/1vbsJAwFBb97qUvSAn3MOXxVQTaq4xJpB8b-JHUEMC4E/edit?usp=sharing">solutions</a></td>
-      <td><a href="https://www.youtube.com/watch?v=FHMjAeLKYe4&list=PLO1S2CinoAzXNJFaTBtUXOWT5tjZag8me&index=2">recording</a></td>
-      <td><a href="https://drive.google.com/file/d/1GLWqkz5TdHHnaurDmX79XZOP5GuUx2S4/view?usp=sharing">slides</a></td>
+      <td><a href="https://docs.google.com/document/d/1-rlnT6UUdgw6-xAMNmopU5A7WesLM7BqlauQDCIJnsk/edit?usp=sharing">Worksheet</a></td>
+      <td><a href="https://docs.google.com/document/d/1vbsJAwFBb97qUvSAn3MOXxVQTaq4xJpB8b-JHUEMC4E/edit?usp=sharing">Solutions</a></td>
+      <td><a href="https://www.youtube.com/watch?v=FHMjAeLKYe4&list=PLO1S2CinoAzXNJFaTBtUXOWT5tjZag8me&index=2">Recording</a></td>
+      <td><a href="https://drive.google.com/file/d/1GLWqkz5TdHHnaurDmX79XZOP5GuUx2S4/view?usp=sharing">Slides</a></td>
     </tr>
     <tr>
       <td>Discussion 8</td>
       <td>Midterm Review</td>
-      <td><a href="https://docs.google.com/document/d/1KTdfe-eUs49UgzWi_sW8e3KeQAfIvPZpggAtZQ4o8fU/edit?usp=sharing">worksheet</a></td>
-      <td><a href="https://docs.google.com/document/d/1zQoFTKKSPSNVtKFOg0V6oaNdQc9AL2OUHCOFJkEkKzQ/edit?usp=sharing">solutions</a></td>
-      <td>NO recording. See Ed #459</td>
+      <td><a href="https://docs.google.com/document/d/1KTdfe-eUs49UgzWi_sW8e3KeQAfIvPZpggAtZQ4o8fU/edit?usp=sharing">Worksheet</a></td>
+      <td><a href="https://docs.google.com/document/d/1zQoFTKKSPSNVtKFOg0V6oaNdQc9AL2OUHCOFJkEkKzQ/edit?usp=sharing">Solutions</a></td>
+      <td>NO Recording. See Ed #459</td>
       <td>NO Slides</td>
     </tr>
      <tr>
       <td>Discussion 9</td>
       <td>Welcome to Python!</td>
-      <td><a href="https://docs.google.com/document/d/1VnI5gSkG49T9vR2VCKiaDGFcj_5v0HjUcah-bm5x92E/edit?usp=sharing">worksheet</a></td>
-      <td><a href="https://drive.google.com/drive/folders/1meq0BPUdpS-l-FowV4v2typHblvLDLcV?usp=sharing">solutions [& Starter Code!]</a></td>
-      <td><a href="https://drive.google.com/file/d/1ka00W-sCg0eZAB8bve0C-CgL2-2sSStH/view">recording</a></td>
+      <td><a href="https://docs.google.com/document/d/1VnI5gSkG49T9vR2VCKiaDGFcj_5v0HjUcah-bm5x92E/edit?usp=sharing">Worksheet</a></td>
+      <td><a href="https://drive.google.com/drive/folders/1meq0BPUdpS-l-FowV4v2typHblvLDLcV?usp=sharing">Solutions [& Starter Code!]</a></td>
+      <td><a href="https://drive.google.com/file/d/1ka00W-sCg0eZAB8bve0C-CgL2-2sSStH/view">Recording</a></td>
       <td>NO Slides</td>
     </tr>
     <tr>
     <td>Discussion 10</td>
       <td>Python Data Structues</td>
-      <td><a href="https://docs.google.com/document/d/1lnQwwWwr6ucKYOHBmtKGqcg5hCzw9wqhJy-Zs-FvgkI/edit?usp=sharing">worksheet</a></td>
-      <td><a href="https://docs.google.com/document/d/1LZu7_H2aCtVCsKm53sWEYpp8WFGw9PEBti5YlwAtYOs/edit">solutions</a></td>
-      <td><a href="https://drive.google.com/file/d/1FdQWd3Ezkjldv7tLDoygK3ZgfVPg__lU/view">recording</a></td>
-      <td><a href="https://drive.google.com/file/d/137_mqwoEGy7ghh8Bg8D_HJGAuE_-zt2F/view?usp=sharing">slides</a></td>
+      <td><a href="https://docs.google.com/document/d/1lnQwwWwr6ucKYOHBmtKGqcg5hCzw9wqhJy-Zs-FvgkI/edit?usp=sharing">Worksheet</a></td>
+      <td><a href="https://docs.google.com/document/d/1LZu7_H2aCtVCsKm53sWEYpp8WFGw9PEBti5YlwAtYOs/edit">Solutions</a></td>
+      <td><a href="https://drive.google.com/file/d/1FdQWd3Ezkjldv7tLDoygK3ZgfVPg__lU/view">Recording</a></td>
+      <td><a href="https://drive.google.com/file/d/137_mqwoEGy7ghh8Bg8D_HJGAuE_-zt2F/view?usp=sharing">Slides</a></td>
     </tr>
     <tr>
     <td>Discussion 11</td>
       <td>OOP in Python</td>
-      <td><a href="https://docs.google.com/document/d/1qcxe5dLRjYrLPn9FP7P68nvEpc_IN6qWsj5ITIr-YAo/edit?usp=sharing">worksheet</a></td>
-      <td><a href="https://docs.google.com/document/d/1Ifw6lxnL1gniuxrUYanuXRIaee5QQBFCKbub_HBdqAc/edit?usp=sharing">solutions</a></td>
-      <td><a href="https://drive.google.com/file/d/1JlWopho5nF4njLor_a5cGCrGvUyRQnqj/view">recording</a></td>
+      <td><a href="https://docs.google.com/document/d/1qcxe5dLRjYrLPn9FP7P68nvEpc_IN6qWsj5ITIr-YAo/edit?usp=sharing">Worksheet</a></td>
+      <td><a href="https://docs.google.com/document/d/1Ifw6lxnL1gniuxrUYanuXRIaee5QQBFCKbub_HBdqAc/edit?usp=sharing">Solutions</a></td>
+      <td><a href="https://drive.google.com/file/d/1JlWopho5nF4njLor_a5cGCrGvUyRQnqj/view">Recording</a></td>
       <td><a href="https://drive.google.com/file/d/1XYasKXdK2VI0f6OjlT02Qh0GNB8fdkJt/view?usp=sharing"> Slides-1</a><br/><a href="https://drive.google.com/file/d/1BMOxTK6b2EsR4nCFiMorLrP3jN_0oNWz/view?usp=sharing"> Slides-2</a></td>
     </tr>
     <tr>
     <td>Discussion 12</td>
       <td>Python HOFs, Lambda Expressions, Tree Recursion</td>
-      <td><a href="https://docs.google.com/document/d/1uoCxBYcpkIrmfufSwdlLx1z21oJu0vD7ZmckENWsg0k/edit?usp=sharing">worksheet</a></td>
-      <td><a href="https://bit.ly/compsci10">solutions</a></td>
-      <td><a href="https://drive.google.com/file/d/1caTDl_71y4-z3Pxf-ksU8lz2F8FC2GRI/view?usp=sharing">recording</a></td>
+      <td><a href="https://docs.google.com/document/d/1uoCxBYcpkIrmfufSwdlLx1z21oJu0vD7ZmckENWsg0k/edit?usp=sharing">Worksheet</a></td>
+      <td><a href="https://bit.ly/compsci10">Solutions</a></td>
+      <td><a href="https://drive.google.com/file/d/1caTDl_71y4-z3Pxf-ksU8lz2F8FC2GRI/view?usp=sharing">Recording</a></td>
       <td><a href=""> Slides</a><br/><a href="https://drive.google.com/file/d/1UBNH5vAP7WH1RgQJCdNV6fTpvQEotokL/view?usp=sharing"></td>
     </tr>
   </tbody>
 </table>
 
-<!--**Discussion 2**{: .label .label-discussion } Lists & HOFs, Iteration, Scoping, Domain & Range | [worksheet](https://drive.google.com/file/d/1eT15LJH38UGfYHR3pLueRlvwMovtyUE8/view?usp=sharing) | [solutions](https://drive.google.com/file/d/1sVdinV45MT2GoISk8BkJGd8C_BZE-LO4/view?usp=sharing) | [recording](https://drive.google.com/file/d/1XGcPW_Wa-YFVxm0Gp31w6LDOKaCIQN6q/view?usp=sharing)
+<!--**Discussion 2**{: .label .label-discussion } Lists & HOFs, Iteration, Scoping, Domain & Range | [Worksheet](https://drive.google.com/file/d/1eT15LJH38UGfYHR3pLueRlvwMovtyUE8/view?usp=sharing) | [Solutions](https://drive.google.com/file/d/1sVdinV45MT2GoISk8BkJGd8C_BZE-LO4/view?usp=sharing) | [Recording](https://drive.google.com/file/d/1XGcPW_Wa-YFVxm0Gp31w6LDOKaCIQN6q/view?usp=sharing)
 
-**Discussion 3**{: .label .label-discussion } Algorithms and Algorithmic Complexity | [worksheet](https://drive.google.com/file/d/1gvtV7q0T9M0aq5fOnYGAT2c_E95zw8mD/view?usp=sharing)| [solutions](https://drive.google.com/file/d/16Cd7lKa7aupSB2s_5XBSwMGyUtJ2Q0Ex/view?usp=sharing) | [recording](https://berkeley.zoom.us/rec/share/tAlxchXlx7vHFycQuvJrFCKAPtNCuOGvnQlYkMhvzRkz7SqXK5Yn8WnGC3j8_HYm.9IFRnKNiwhuZ1fQN?startTime=1688069469000) password: &uacLC3^
+**Discussion 3**{: .label .label-discussion } Algorithms and Algorithmic Complexity | [Worksheet](https://drive.google.com/file/d/1gvtV7q0T9M0aq5fOnYGAT2c_E95zw8mD/view?usp=sharing)| [Solutions](https://drive.google.com/file/d/16Cd7lKa7aupSB2s_5XBSwMGyUtJ2Q0Ex/view?usp=sharing) | [Recording](https://berkeley.zoom.us/rec/share/tAlxchXlx7vHFycQuvJrFCKAPtNCuOGvnQlYkMhvzRkz7SqXK5Yn8WnGC3j8_HYm.9IFRnKNiwhuZ1fQN?startTime=1688069469000) password: &uacLC3^
 
-**Discussion 4**{: .label .label-discussion } Recursion I | [worksheet](https://drive.google.com/file/d/1iDXHsTZyMhdcVOo2Xwr6rQ0GiT8IBxMc/view?usp=sharing) | [solutions](https://drive.google.com/file/d/101e7Uvl2_yOnSHJTTHE224mwDEwm5tNb/view?usp=sharing) | [recording](https://berkeley.zoom.us/rec/share/T21TGeXJqiymX6U7kw-ME7KK2KLpph_E4XCSTEKib1hhzAHt5q7ib6mVD1JaYQj4.1rY8zW55a2iaZFA4) password: 2baA%%3&
+**Discussion 4**{: .label .label-discussion } Recursion I | [Worksheet](https://drive.google.com/file/d/1iDXHsTZyMhdcVOo2Xwr6rQ0GiT8IBxMc/view?usp=sharing) | [Solutions](https://drive.google.com/file/d/101e7Uvl2_yOnSHJTTHE224mwDEwm5tNb/view?usp=sharing) | [Recording](https://berkeley.zoom.us/rec/share/T21TGeXJqiymX6U7kw-ME7KK2KLpph_E4XCSTEKib1hhzAHt5q7ib6mVD1JaYQj4.1rY8zW55a2iaZFA4) password: 2baA%%3&
 
-**Discussion 5**{: .label .label-discussion } Recursion II | [worksheet](https://drive.google.com/file/d/1e_oQKlaHglPOzG-cJFGtVM-_w34xfsgj/view?usp=sharing) | [solutions](https://drive.google.com/file/d/1i4XwCax3Z1tYqeCZJCtjPFxXsQDnCEUD/view?usp=sharing) | [recording](https://drive.google.com/file/d/1h_7N_2LIki1Y9ldOLDzqUXA-WKhZYb4U/view?usp=sharing)
+**Discussion 5**{: .label .label-discussion } Recursion II | [Worksheet](https://drive.google.com/file/d/1e_oQKlaHglPOzG-cJFGtVM-_w34xfsgj/view?usp=sharing) | [Solutions](https://drive.google.com/file/d/1i4XwCax3Z1tYqeCZJCtjPFxXsQDnCEUD/view?usp=sharing) | [Recording](https://drive.google.com/file/d/1h_7N_2LIki1Y9ldOLDzqUXA-WKhZYb4U/view?usp=sharing)
 
-**Discussion 6**{: .label .label-discussion } Intro to Python | [worksheet](https://drive.google.com/file/d/1ZhdSFR4JOWTndynZmyn-25sJpine3IPG/view?usp=sharing) | [solutions](https://drive.google.com/file/d/1FdlJrJh3LtFghQfQH6N_mWSd663HTCY-/view?usp=sharing) | [recording](https://drive.google.com/file/d/1zJKdhlgdq2QeEJmj32ZCKyPk3asDH2Vy/view?usp=sharing) | [starter code](https://drive.google.com/file/d/1WlgWSzREQ63hlHp25ZKPD8wbqi3c_48x/view?usp=sharing) 
+**Discussion 6**{: .label .label-discussion } Intro to Python | [Worksheet](https://drive.google.com/file/d/1ZhdSFR4JOWTndynZmyn-25sJpine3IPG/view?usp=sharing) | [Solutions](https://drive.google.com/file/d/1FdlJrJh3LtFghQfQH6N_mWSd663HTCY-/view?usp=sharing) | [Recording](https://drive.google.com/file/d/1zJKdhlgdq2QeEJmj32ZCKyPk3asDH2Vy/view?usp=sharing) | [starter code](https://drive.google.com/file/d/1WlgWSzREQ63hlHp25ZKPD8wbqi3c_48x/view?usp=sharing) 
 
-**Discussion 7**{: .label .label-discussion } Python Data Structures | [worksheet](https://drive.google.com/file/d/1YPOcYoH4leDyYsDWEVs9ak5WRBa7gF40/view?usp=sharing) | [starter code](https://drive.google.com/file/d/1mNR51mLB_rxxizLDq5qlea9NtRAN0sQE/view?usp=sharing) | [solutions](https://docs.google.com/document/d/1r3kIypAsy5o6woWm7tzk3ehVG8hK8pjICNSfSW5Onr0/edit?usp=sharing) | [recording](https://drive.google.com/file/d/1ZkEfqewJax46ro5HCydtLR32UTIPxF11/view?usp=sharing)
+**Discussion 7**{: .label .label-discussion } Python Data Structures | [Worksheet](https://drive.google.com/file/d/1YPOcYoH4leDyYsDWEVs9ak5WRBa7gF40/view?usp=sharing) | [starter code](https://drive.google.com/file/d/1mNR51mLB_rxxizLDq5qlea9NtRAN0sQE/view?usp=sharing) | [Solutions](https://docs.google.com/document/d/1r3kIypAsy5o6woWm7tzk3ehVG8hK8pjICNSfSW5Onr0/edit?usp=sharing) | [Recording](https://drive.google.com/file/d/1ZkEfqewJax46ro5HCydtLR32UTIPxF11/view?usp=sharing)
 
-**Discussion 8**{: .label .label-discussion } Python OOP | [worksheet](https://drive.google.com/file/d/1JSiBgWCQc61Mxxmkpb8xBVcyqKfjYETj/view?usp=sharing) | [starter code](https://drive.google.com/file/d/1_hZPVCTI_GFwKYE0jtPU5g9Ap76I09VL/view?usp=sharing) | [code solutions](https://drive.google.com/file/d/18RBCezw0GPmo_7P3Rm_suY4jxAsqTBcx/view?usp=sharing) | [worksheet solutions]("https://drive.google.com/file/d/1bMMXKSTFM5VFaG0xh88cPlhwKL9soFok/view?usp=sharing") | [recording](https://drive.google.com/file/d/1JlWopho5nF4njLor_a5cGCrGvUyRQnqj/view)
+**Discussion 8**{: .label .label-discussion } Python OOP | [Worksheet](https://drive.google.com/file/d/1JSiBgWCQc61Mxxmkpb8xBVcyqKfjYETj/view?usp=sharing) | [starter code](https://drive.google.com/file/d/1_hZPVCTI_GFwKYE0jtPU5g9Ap76I09VL/view?usp=sharing) | [code Solutions](https://drive.google.com/file/d/18RBCezw0GPmo_7P3Rm_suY4jxAsqTBcx/view?usp=sharing) | [Worksheet Solutions]("https://drive.google.com/file/d/1bMMXKSTFM5VFaG0xh88cPlhwKL9soFok/view?usp=sharing") | [Recording](https://drive.google.com/file/d/1JlWopho5nF4njLor_a5cGCrGvUyRQnqj/view)
 
-**Discussion 9**{: .label .label-discussion } Lambdas and HOFs | [worksheet](https://drive.google.com/file/d/1iFdcDAdTPmeuNsglNVlQ6M9NXnLKuoeq/view?usp=sharing) | [starter code](https://drive.google.com/file/d/1u7cZiFyY2m1XJi7BLGKn2o2THNt288yF/view?usp=sharing) | [worksheet solutions](https://drive.google.com/file/d/1S4-ykFb7GBh2DSWAdTUMijjP8ExTsbQ_/view?usp=sharing) | [code solutions](https://drive.google.com/file/d/1vQSvBavj6ZFceYs-ypTbTLXi9yXwpGk9/view?usp=sharing)
+**Discussion 9**{: .label .label-discussion } Lambdas and HOFs | [Worksheet](https://drive.google.com/file/d/1iFdcDAdTPmeuNsglNVlQ6M9NXnLKuoeq/view?usp=sharing) | [starter code](https://drive.google.com/file/d/1u7cZiFyY2m1XJi7BLGKn2o2THNt288yF/view?usp=sharing) | [Worksheet Solutions](https://drive.google.com/file/d/1S4-ykFb7GBh2DSWAdTUMijjP8ExTsbQ_/view?usp=sharing) | [code Solutions](https://drive.google.com/file/d/1vQSvBavj6ZFceYs-ypTbTLXi9yXwpGk9/view?usp=sharing)
 
 
-**Discussion 10**{: .label .label-discussion } Concurrency and Tree Recursion | [worksheet](https://drive.google.com/file/d/1UhHiDaaEMaiIoC5ohz-TNIu5kSp4ONna/view?usp=sharing) | [starter code](https://drive.google.com/file/d/1nf4577ESWs87feUEn-H5fPAqauYEN5k3/view?usp=sharing) | [worksheet solutions](https://drive.google.com/file/d/1MqESz2xjTKSYQ5Crj2VxvNU2cvCVgX4r/view?usp=sharing) | [code solutions](https://drive.google.com/file/d/1dRCINny1HGqIqD2GReboIHvUmciyGIVJ/view?usp=sharing)
+**Discussion 10**{: .label .label-discussion } Concurrency and Tree Recursion | [Worksheet](https://drive.google.com/file/d/1UhHiDaaEMaiIoC5ohz-TNIu5kSp4ONna/view?usp=sharing) | [starter code](https://drive.google.com/file/d/1nf4577ESWs87feUEn-H5fPAqauYEN5k3/view?usp=sharing) | [Worksheet Solutions](https://drive.google.com/file/d/1MqESz2xjTKSYQ5Crj2VxvNU2cvCVgX4r/view?usp=sharing) | [code Solutions](https://drive.google.com/file/d/1dRCINny1HGqIqD2GReboIHvUmciyGIVJ/view?usp=sharing)
 
 
-**Discussion 11**{: .label .label-discussion } Final Review | [worksheet](https://drive.google.com/file/d/1EafKCpdNczOhgYxL_UaBI_PRE63EusoW/view?usp=sharing) | [solutions](https://drive.google.com/file/d/1rt6PC9uhtVCgo7WJdi9lzu2IMcJept29/view?usp=sharing) -->
+**Discussion 11**{: .label .label-discussion } Final Review | [Worksheet](https://drive.google.com/file/d/1EafKCpdNczOhgYxL_UaBI_PRE63EusoW/view?usp=sharing) | [Solutions](https://drive.google.com/file/d/1rt6PC9uhtVCgo7WJdi9lzu2IMcJept29/view?usp=sharing) -->
 
 
 
 <!-- 
 
-**Discussion 4**{: .label .label-discussion } Algorithms | [worksheet](https://drive.google.com/file/d/10y6F26Apf8X4IIHRY-tk55GnJ_Zw8eoE/view?usp=share_link) | [solutions](https://drive.google.com/file/d/16p-g3S9gJWCCYHR8xsi1f0DMdFtEcL7x/view?usp=share_link) | [recording](https://drive.google.com/file/d/12HO77T3Eea_AN86sUyKQSB_GAm-K59KA/view?usp=share_link) 
+**Discussion 4**{: .label .label-discussion } Algorithms | [Worksheet](https://drive.google.com/file/d/10y6F26Apf8X4IIHRY-tk55GnJ_Zw8eoE/view?usp=share_link) | [Solutions](https://drive.google.com/file/d/16p-g3S9gJWCCYHR8xsi1f0DMdFtEcL7x/view?usp=share_link) | [Recording](https://drive.google.com/file/d/12HO77T3Eea_AN86sUyKQSB_GAm-K59KA/view?usp=share_link) 
 
-**Discussion 5**{: .label .label-discussion } Algorithmic Complexity | [worksheet](https://drive.google.com/file/d/1Bm7xFN3L9RFKUlGpp4or-MoGyr6KJnM6/view?usp=share_link) | [solutions](https://drive.google.com/file/d/1knuIbn14WHXFwp9FNXcQSR8vwoB4gUw3/view?usp=share_link) | [recording](https://drive.google.com/file/d/1RtBfLBMV6Td2BHRtnvJjRK23za6MgPv-/view?usp=sharing)
+**Discussion 5**{: .label .label-discussion } Algorithmic Complexity | [Worksheet](https://drive.google.com/file/d/1Bm7xFN3L9RFKUlGpp4or-MoGyr6KJnM6/view?usp=share_link) | [Solutions](https://drive.google.com/file/d/1knuIbn14WHXFwp9FNXcQSR8vwoB4gUw3/view?usp=share_link) | [Recording](https://drive.google.com/file/d/1RtBfLBMV6Td2BHRtnvJjRK23za6MgPv-/view?usp=sharing)
 
-**Discussion 6**{: .label .label-discussion } Recursion I | [worksheet](https://drive.google.com/file/d/1xZD0G1klfhIabX0KKZldjqEt9dWS4lNE/view?usp=share_link) | [solutions](https://drive.google.com/file/d/1RWY8WEwhPSTDCXjHocRzkYQkLuZ2Gepz/view?usp=share_link) | [recording](https://youtu.be/WC04d2Oxj2E)
+**Discussion 6**{: .label .label-discussion } Recursion I | [Worksheet](https://drive.google.com/file/d/1xZD0G1klfhIabX0KKZldjqEt9dWS4lNE/view?usp=share_link) | [Solutions](https://drive.google.com/file/d/1RWY8WEwhPSTDCXjHocRzkYQkLuZ2Gepz/view?usp=share_link) | [Recording](https://youtu.be/WC04d2Oxj2E)
 
-**Discussion 7**{: .label .label-discussion } Recursion II | [worksheet](https://drive.google.com/file/d/1iRY_WGu9sS3-hlhahOypRo6M1eU48HZn/view?usp=share_link) | [solutions](https://drive.google.com/file/d/1XBhiEKSJmpTSqp2I66XCfR-PDdeRJhRA/view?usp=share_link) | [recording](https://drive.google.com/file/d/1RZFI-7Xo93IMfEe8AfvUkD3BH5spgA8s/view?usp=sharing)
+**Discussion 7**{: .label .label-discussion } Recursion II | [Worksheet](https://drive.google.com/file/d/1iRY_WGu9sS3-hlhahOypRo6M1eU48HZn/view?usp=share_link) | [Solutions](https://drive.google.com/file/d/1XBhiEKSJmpTSqp2I66XCfR-PDdeRJhRA/view?usp=share_link) | [Recording](https://drive.google.com/file/d/1RZFI-7Xo93IMfEe8AfvUkD3BH5spgA8s/view?usp=sharing)
 
-**Discussion 8**{: .label .label-discussion } Python Basics | [worksheet](https://drive.google.com/file/d/1mupBJDXNJcDbW3RDrJjgc6GAZujboVWl/view?usp=share_link) | [solutions](https://drive.google.com/file/d/1px1wcnh1mX4xyuTsO0ijR8Jem-x5ml-w/view?usp=share_link) | [recording](https://drive.google.com/file/d/1ka00W-sCg0eZAB8bve0C-CgL2-2sSStH/view?usp=sharing)
+**Discussion 8**{: .label .label-discussion } Python Basics | [Worksheet](https://drive.google.com/file/d/1mupBJDXNJcDbW3RDrJjgc6GAZujboVWl/view?usp=share_link) | [Solutions](https://drive.google.com/file/d/1px1wcnh1mX4xyuTsO0ijR8Jem-x5ml-w/view?usp=share_link) | [Recording](https://drive.google.com/file/d/1ka00W-sCg0eZAB8bve0C-CgL2-2sSStH/view?usp=sharing)
 
-**Discussion 10**{: .label .label-discussion } Python Data Structures | [worksheet](https://drive.google.com/file/d/11vO-A-X9D-5qlT4uLFS_mkT38x9M199A/view?usp=share_link) | [solutions](https://drive.google.com/file/d/1bk-Pe1ycwJUUC85MnLr4MOjr2izJWnWU/view?usp=share_link) | [recording](https://drive.google.com/file/d/1FdQWd3Ezkjldv7tLDoygK3ZgfVPg__lU/view?usp=sharing)
+**Discussion 10**{: .label .label-discussion } Python Data Structures | [Worksheet](https://drive.google.com/file/d/11vO-A-X9D-5qlT4uLFS_mkT38x9M199A/view?usp=share_link) | [Solutions](https://drive.google.com/file/d/1bk-Pe1ycwJUUC85MnLr4MOjr2izJWnWU/view?usp=share_link) | [Recording](https://drive.google.com/file/d/1FdQWd3Ezkjldv7tLDoygK3ZgfVPg__lU/view?usp=sharing)
 
-**Discussion 12**{: .label .label-discussion } Object-Oriented Programming | [worksheet](https://drive.google.com/file/d/1Eooe8rTu9vTCPS7TPDIMf4-RPYVOtXR9/view?usp=sharing) | [solutions](https://drive.google.com/file/d/1ELGUTd7kCXHaOhofrCbDsoH611GNc3HN/view?usp=share_link) | [recording](https://drive.google.com/file/d/1JlWopho5nF4njLor_a5cGCrGvUyRQnqj/view?usp=sharing)
+**Discussion 12**{: .label .label-discussion } Object-Oriented Programming | [Worksheet](https://drive.google.com/file/d/1Eooe8rTu9vTCPS7TPDIMf4-RPYVOtXR9/view?usp=sharing) | [Solutions](https://drive.google.com/file/d/1ELGUTd7kCXHaOhofrCbDsoH611GNc3HN/view?usp=share_link) | [Recording](https://drive.google.com/file/d/1JlWopho5nF4njLor_a5cGCrGvUyRQnqj/view?usp=sharing)
 
-**Discussion 13**{: .label .label-discussion } Python HOFs, Lambdas, Tree Recursion | [worksheet](https://drive.google.com/file/d/1leEmub5xWEiEojvNy-FJVyEgQY5Auxim/view?usp=share_link) | [recording](https://drive.google.com/file/d/1caTDl_71y4-z3Pxf-ksU8lz2F8FC2GRI/view?usp=sharing) -->
+**Discussion 13**{: .label .label-discussion } Python HOFs, Lambdas, Tree Recursion | [Worksheet](https://drive.google.com/file/d/1leEmub5xWEiEojvNy-FJVyEgQY5Auxim/view?usp=share_link) | [Recording](https://drive.google.com/file/d/1caTDl_71y4-z3Pxf-ksU8lz2F8FC2GRI/view?usp=sharing) -->