diff --git a/courses/BIOL-4320.html b/courses/BIOL-4320.html
index 4c2501c97..c391b9319 100644
--- a/courses/BIOL-4320.html
+++ b/courses/BIOL-4320.html
@@ -132,7 +132,7 @@
                     <li>Richard Peter Bonocora</li>
                   </ul>
                   <span class="course-capacity">
-                    Seats Taken: 6/8
+                    Seats Taken: 5/8
                   </span>
                 </div>
               </td>
diff --git a/courses/COGS-4430.html b/courses/COGS-4430.html
index f79b6c68e..38dc1201b 100644
--- a/courses/COGS-4430.html
+++ b/courses/COGS-4430.html
@@ -128,7 +128,20 @@
               <th class="year">2024</th>
               <td class="term spring not-offered">
               </td>
-              <td colspan="2" class="term summer not-offered">
+              <td class="term summer2 offered">
+                <div class="view-container detail-view-container">
+                  <span class="term-course-info">
+                    <a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202405&subj_in=COGS&crse_in=4430&schd_in=">Learning & Advanced Game Ai (4c)</a>
+                  </span>
+                  <ul class="prof-list">
+                    <li>Mei Si</li>
+                  </ul>
+                  <span class="course-capacity">
+                    Seats Taken: 0/19
+                  </span>
+                </div>
+              </td>
+              <td class="term summer3 not-offered">
               </td>
               <td class="term fall offered">
                 <div class="view-container detail-view-container">
diff --git a/courses/COGS-4962.html b/courses/COGS-4962.html
index 916e6a79f..50dbed518 100644
--- a/courses/COGS-4962.html
+++ b/courses/COGS-4962.html
@@ -131,9 +131,7 @@
               <th class="year">2024</th>
               <td class="term spring offered-diff-code">
               </td>
-              <td class="term summer2 offered-diff-code">
-              </td>
-              <td class="term summer3 not-offered">
+              <td colspan="2" class="term summer not-offered">
               </td>
               <td class="term fall offered-diff-code">
               </td>
diff --git a/courses/COGS-4964.html b/courses/COGS-4964.html
index d5d181e07..c0cc41496 100644
--- a/courses/COGS-4964.html
+++ b/courses/COGS-4964.html
@@ -47,8 +47,7 @@
           </div>
           <div id=crosslist-classes" class="rel-info-courses">
             <a class="course-pill" href="COGS-6964">COGS-6964 Topics in COGS</a>
-            <a class="course-pill" href="CSCI-4964">CSCI-4964 Topics in CSCI</a>
-            <a class="course-pill" href="CSCI-6964">CSCI-6964 Topics in CSCI</a>
+            <a class="course-pill" href="PSYC-4964">PSYC-4964 Topics in PSYC</a>
           </div>
         </div>
         <div id="prereq-container" class="rel-info-container">
@@ -56,18 +55,9 @@
             Prereqs:
           </div>
           <div id="prereq-classes" class="rel-info-courses">
-            <div class="pr-or-con">
-              <div class="pr-or-title">
-                one of:
-              </div>
-              <div class="pr-or">
-                <a class="course-pill" href="CSCI-4150">CSCI-4150 Introduction To Artificial Intelligence</a>
-                <a class="course-pill" href="COGS-4430">COGS-4430 Learning & Advanced Game Ai</a>
-                <a class="course-pill" href="ECSE-4840">ECSE-4840 Intro To Machine Learning</a>
-                <a class="course-pill" href="CSCI-4100">CSCI-4100 Machine Learning From Data</a>
-                <a class="course-pill" href="ECSE-4850">ECSE-4850 Introduction To Deep Learning</a>
-              </div>
-            </div>
+            <span class="none-rect">
+              none
+            </span>
           </div>
         </div>
       </div>
@@ -139,29 +129,18 @@
           <tbody>
             <tr>
               <th class="year">2024</th>
-              <td class="term spring offered-diff-code">
+              <td class="term spring not-offered">
               </td>
-              <td class="term summer2 offered">
-                <div class="view-container detail-view-container">
-                  <span class="term-course-info">
-                    <a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202405&subj_in=COGS&crse_in=4964&schd_in=">Intro Deep Learning Nl Genertn (4c)</a>
-                  </span>
-                  <ul class="prof-list">
-                    <li>Mei Si</li>
-                  </ul>
-                  <span class="course-capacity">
-                    Seats Taken: 0/19
-                  </span>
-                </div>
+              <td class="term summer2 not-offered">
               </td>
-              <td class="term summer3 not-offered">
+              <td class="term summer3 offered-diff-code">
               </td>
-              <td class="term fall offered-diff-code">
+              <td class="term fall not-offered">
               </td>
             </tr>
             <tr>
               <th class="year">2023</th>
-              <td class="term spring offered-diff-code">
+              <td class="term spring not-offered">
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
@@ -170,16 +149,16 @@
             </tr>
             <tr>
               <th class="year">2022</th>
-              <td class="term spring offered-diff-code">
+              <td class="term spring not-offered">
               </td>
-              <td colspan="2" class="term summer offered-diff-code">
+              <td colspan="2" class="term summer not-offered">
               </td>
               <td class="term fall offered-diff-code">
               </td>
             </tr>
             <tr>
               <th class="year">2021</th>
-              <td class="term spring offered-diff-code">
+              <td class="term spring not-offered">
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
@@ -188,9 +167,9 @@
             </tr>
             <tr>
               <th class="year">2020</th>
-              <td class="term spring offered-diff-code">
+              <td class="term spring not-offered">
               </td>
-              <td colspan="2" class="term summer offered-diff-code">
+              <td colspan="2" class="term summer not-offered">
               </td>
               <td class="term fall offered-diff-code">
               </td>
@@ -210,23 +189,23 @@
                   </span>
                 </div>
               </td>
-              <td colspan="2" class="term summer offered-diff-code">
+              <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall offered-diff-code">
+              <td class="term fall not-offered">
               </td>
             </tr>
             <tr>
               <th class="year">2018</th>
-              <td class="term spring offered-diff-code">
+              <td class="term spring not-offered">
               </td>
-              <td colspan="2" class="term summer offered-diff-code">
+              <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall offered-diff-code">
+              <td class="term fall not-offered">
               </td>
             </tr>
             <tr>
               <th class="year">2017</th>
-              <td class="term spring offered-diff-code">
+              <td class="term spring not-offered">
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
@@ -433,12 +412,12 @@
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall offered-diff-code">
+              <td class="term fall not-offered">
               </td>
             </tr>
             <tr>
               <th class="year">2006</th>
-              <td class="term spring not-offered">
+              <td class="term spring offered-diff-code">
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
@@ -447,7 +426,7 @@
             </tr>
             <tr>
               <th class="year">2005</th>
-              <td class="term spring offered-diff-code">
+              <td class="term spring not-offered">
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
@@ -456,11 +435,11 @@
             </tr>
             <tr>
               <th class="year">2004</th>
-              <td class="term spring offered-diff-code">
+              <td class="term spring not-offered">
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall offered-diff-code">
+              <td class="term fall not-offered">
               </td>
             </tr>
             <tr>
@@ -469,7 +448,7 @@
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall offered-diff-code">
+              <td class="term fall not-offered">
               </td>
             </tr>
             <tr>
@@ -478,7 +457,7 @@
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall offered-diff-code">
+              <td class="term fall not-offered">
               </td>
             </tr>
             <tr>
@@ -492,7 +471,7 @@
             </tr>
             <tr>
               <th class="year">2000</th>
-              <td class="term spring offered-diff-code">
+              <td class="term spring not-offered">
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
@@ -501,11 +480,11 @@
             </tr>
             <tr>
               <th class="year">1999</th>
-              <td class="term spring offered-diff-code">
+              <td class="term spring not-offered">
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall offered-diff-code">
+              <td class="term fall not-offered">
               </td>
             </tr>
             <tr>
diff --git a/courses/COGS-6430.html b/courses/COGS-6430.html
index 48013cdcf..66dbaf5fe 100644
--- a/courses/COGS-6430.html
+++ b/courses/COGS-6430.html
@@ -47,8 +47,6 @@
           </div>
           <div id=crosslist-classes" class="rel-info-courses">
             <a class="course-pill" href="COGS-4430">COGS-4430 Learning & Advanced Game Ai</a>
-            <a class="course-pill" href="CSCI-4966">CSCI-4966 Topics in CSCI</a>
-            <a class="course-pill" href="CSCI-6961">CSCI-6961 Topics in CSCI</a>
           </div>
         </div>
         <div id="prereq-container" class="rel-info-container">
@@ -130,25 +128,38 @@
           <tbody>
             <tr>
               <th class="year">2024</th>
-              <td class="term spring offered-diff-code">
+              <td class="term spring not-offered">
               </td>
-              <td colspan="2" class="term summer not-offered">
+              <td class="term summer2 offered">
+                <div class="view-container detail-view-container">
+                  <span class="term-course-info">
+                    <a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202405&subj_in=COGS&crse_in=6430&schd_in=">Learning & Advanced Game Ai (4c)</a>
+                  </span>
+                  <ul class="prof-list">
+                    <li>Mei Si</li>
+                  </ul>
+                  <span class="course-capacity">
+                    Seats Taken: 0/19
+                  </span>
+                </div>
+              </td>
+              <td class="term summer3 not-offered">
               </td>
               <td class="term fall offered-diff-code">
               </td>
             </tr>
             <tr>
               <th class="year">2023</th>
-              <td class="term spring offered-diff-code">
+              <td class="term spring not-offered">
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall offered-diff-code">
+              <td class="term fall not-offered">
               </td>
             </tr>
             <tr>
               <th class="year">2022</th>
-              <td class="term spring offered-diff-code">
+              <td class="term spring not-offered">
               </td>
               <td class="term summer2 offered">
                 <div class="view-container detail-view-container">
@@ -165,21 +176,21 @@
               </td>
               <td class="term summer3 not-offered">
               </td>
-              <td class="term fall offered-diff-code">
+              <td class="term fall not-offered">
               </td>
             </tr>
             <tr>
               <th class="year">2021</th>
               <td class="term spring not-offered">
               </td>
-              <td colspan="2" class="term summer offered-diff-code">
+              <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall offered-diff-code">
+              <td class="term fall not-offered">
               </td>
             </tr>
             <tr>
               <th class="year">2020</th>
-              <td class="term spring offered-diff-code">
+              <td class="term spring not-offered">
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
@@ -199,178 +210,178 @@
             </tr>
             <tr>
               <th class="year">2019</th>
-              <td class="term spring offered-diff-code">
+              <td class="term spring not-offered">
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall offered-diff-code">
+              <td class="term fall not-offered">
               </td>
             </tr>
             <tr>
               <th class="year">2018</th>
-              <td class="term spring offered-diff-code">
+              <td class="term spring not-offered">
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall offered-diff-code">
+              <td class="term fall not-offered">
               </td>
             </tr>
             <tr>
               <th class="year">2017</th>
-              <td class="term spring offered-diff-code">
+              <td class="term spring not-offered">
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall offered-diff-code">
+              <td class="term fall not-offered">
               </td>
             </tr>
             <tr>
               <th class="year">2016</th>
-              <td class="term spring offered-diff-code">
+              <td class="term spring not-offered">
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall offered-diff-code">
+              <td class="term fall not-offered">
               </td>
             </tr>
             <tr>
               <th class="year">2015</th>
-              <td class="term spring offered-diff-code">
+              <td class="term spring not-offered">
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall offered-diff-code">
+              <td class="term fall not-offered">
               </td>
             </tr>
             <tr>
               <th class="year">2014</th>
-              <td class="term spring offered-diff-code">
+              <td class="term spring not-offered">
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall offered-diff-code">
+              <td class="term fall not-offered">
               </td>
             </tr>
             <tr>
               <th class="year">2013</th>
-              <td class="term spring offered-diff-code">
+              <td class="term spring not-offered">
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall offered-diff-code">
+              <td class="term fall not-offered">
               </td>
             </tr>
             <tr>
               <th class="year">2012</th>
-              <td class="term spring offered-diff-code">
+              <td class="term spring not-offered">
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall offered-diff-code">
+              <td class="term fall not-offered">
               </td>
             </tr>
             <tr>
               <th class="year">2011</th>
-              <td class="term spring offered-diff-code">
+              <td class="term spring not-offered">
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall offered-diff-code">
+              <td class="term fall not-offered">
               </td>
             </tr>
             <tr>
               <th class="year">2010</th>
-              <td class="term spring offered-diff-code">
+              <td class="term spring not-offered">
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall offered-diff-code">
+              <td class="term fall not-offered">
               </td>
             </tr>
             <tr>
               <th class="year">2009</th>
-              <td class="term spring offered-diff-code">
+              <td class="term spring not-offered">
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall offered-diff-code">
+              <td class="term fall not-offered">
               </td>
             </tr>
             <tr>
               <th class="year">2008</th>
-              <td class="term spring offered-diff-code">
+              <td class="term spring not-offered">
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall offered-diff-code">
+              <td class="term fall not-offered">
               </td>
             </tr>
             <tr>
               <th class="year">2007</th>
-              <td class="term spring offered-diff-code">
+              <td class="term spring not-offered">
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall offered-diff-code">
+              <td class="term fall not-offered">
               </td>
             </tr>
             <tr>
               <th class="year">2006</th>
-              <td class="term spring offered-diff-code">
+              <td class="term spring not-offered">
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall offered-diff-code">
+              <td class="term fall not-offered">
               </td>
             </tr>
             <tr>
               <th class="year">2005</th>
-              <td class="term spring offered-diff-code">
+              <td class="term spring not-offered">
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall offered-diff-code">
+              <td class="term fall not-offered">
               </td>
             </tr>
             <tr>
               <th class="year">2004</th>
-              <td class="term spring offered-diff-code">
+              <td class="term spring not-offered">
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall offered-diff-code">
+              <td class="term fall not-offered">
               </td>
             </tr>
             <tr>
               <th class="year">2003</th>
-              <td class="term spring offered-diff-code">
+              <td class="term spring not-offered">
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall offered-diff-code">
+              <td class="term fall not-offered">
               </td>
             </tr>
             <tr>
               <th class="year">2002</th>
-              <td class="term spring offered-diff-code">
+              <td class="term spring not-offered">
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall offered-diff-code">
+              <td class="term fall not-offered">
               </td>
             </tr>
             <tr>
               <th class="year">2001</th>
-              <td class="term spring offered-diff-code">
+              <td class="term spring not-offered">
               </td>
-              <td colspan="2" class="term summer offered-diff-code">
+              <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall offered-diff-code">
+              <td class="term fall not-offered">
               </td>
             </tr>
             <tr>
               <th class="year">2000</th>
-              <td class="term spring offered-diff-code">
+              <td class="term spring not-offered">
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
@@ -379,11 +390,11 @@
             </tr>
             <tr>
               <th class="year">1999</th>
-              <td class="term spring offered-diff-code">
+              <td class="term spring not-offered">
               </td>
-              <td colspan="2" class="term summer offered-diff-code">
+              <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall offered-diff-code">
+              <td class="term fall not-offered">
               </td>
             </tr>
             <tr>
diff --git a/courses/COGS-6964.html b/courses/COGS-6964.html
index c9849aad5..0d713c4f6 100644
--- a/courses/COGS-6964.html
+++ b/courses/COGS-6964.html
@@ -46,9 +46,8 @@
             Cross-listed with:
           </div>
           <div id=crosslist-classes" class="rel-info-courses">
-            <a class="course-pill" href="COGS-4964">COGS-4964 Topics in COGS</a>
-            <a class="course-pill" href="CSCI-4964">CSCI-4964 Topics in CSCI</a>
-            <a class="course-pill" href="CSCI-6964">CSCI-6964 Topics in CSCI</a>
+            <a class="course-pill" href="COGS-4962">COGS-4962 Topics in COGS</a>
+            <a class="course-pill" href="CSCI-4969">CSCI-4969 Topics in CSCI</a>
           </div>
         </div>
         <div id="prereq-container" class="rel-info-container">
@@ -132,20 +131,7 @@
               <th class="year">2024</th>
               <td class="term spring offered-diff-code">
               </td>
-              <td class="term summer2 offered">
-                <div class="view-container detail-view-container">
-                  <span class="term-course-info">
-                    <a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202405&subj_in=COGS&crse_in=6964&schd_in=">Intro Deep Learning Nl Genertn (4c)</a>
-                  </span>
-                  <ul class="prof-list">
-                    <li>Mei Si</li>
-                  </ul>
-                  <span class="course-capacity">
-                    Seats Taken: 0/19
-                  </span>
-                </div>
-              </td>
-              <td class="term summer3 not-offered">
+              <td colspan="2" class="term summer not-offered">
               </td>
               <td class="term fall offered-diff-code">
               </td>
@@ -174,7 +160,7 @@
               <th class="year">2022</th>
               <td class="term spring offered-diff-code">
               </td>
-              <td colspan="2" class="term summer offered-diff-code">
+              <td colspan="2" class="term summer not-offered">
               </td>
               <td class="term fall offered">
                 <div class="view-container detail-view-container">
@@ -192,9 +178,9 @@
             </tr>
             <tr>
               <th class="year">2021</th>
-              <td class="term spring offered-diff-code">
+              <td class="term spring not-offered">
               </td>
-              <td colspan="2" class="term summer not-offered">
+              <td colspan="2" class="term summer offered-diff-code">
               </td>
               <td class="term fall offered">
                 <div class="view-container detail-view-container">
@@ -245,16 +231,18 @@
                   </span>
                 </div>
               </td>
-              <td colspan="2" class="term summer offered-diff-code">
+              <td class="term summer2 not-offered">
               </td>
-              <td class="term fall offered-diff-code">
+              <td class="term summer3 offered-diff-code">
+              </td>
+              <td class="term fall not-offered">
               </td>
             </tr>
             <tr>
               <th class="year">2018</th>
               <td class="term spring offered-diff-code">
               </td>
-              <td colspan="2" class="term summer offered-diff-code">
+              <td colspan="2" class="term summer not-offered">
               </td>
               <td class="term fall offered-diff-code">
               </td>
@@ -316,7 +304,7 @@
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall offered-diff-code">
+              <td class="term fall not-offered">
               </td>
             </tr>
             <tr>
@@ -425,7 +413,9 @@
                   </span>
                 </div>
               </td>
-              <td colspan="2" class="term summer not-offered">
+              <td class="term summer2 not-offered">
+              </td>
+              <td class="term summer3 offered-diff-code">
               </td>
               <td class="term fall offered-diff-code">
               </td>
@@ -456,7 +446,7 @@
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall offered-diff-code">
+              <td class="term fall not-offered">
               </td>
             </tr>
             <tr>
@@ -476,7 +466,7 @@
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall offered-diff-code">
+              <td class="term fall not-offered">
               </td>
             </tr>
             <tr>
@@ -514,7 +504,7 @@
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall offered-diff-code">
+              <td class="term fall not-offered">
               </td>
             </tr>
             <tr>
@@ -528,16 +518,16 @@
             </tr>
             <tr>
               <th class="year">2002</th>
-              <td class="term spring offered-diff-code">
+              <td class="term spring not-offered">
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall offered-diff-code">
+              <td class="term fall not-offered">
               </td>
             </tr>
             <tr>
               <th class="year">2001</th>
-              <td class="term spring offered-diff-code">
+              <td class="term spring not-offered">
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
@@ -546,7 +536,7 @@
             </tr>
             <tr>
               <th class="year">2000</th>
-              <td class="term spring offered-diff-code">
+              <td class="term spring not-offered">
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
@@ -555,11 +545,11 @@
             </tr>
             <tr>
               <th class="year">1999</th>
-              <td class="term spring offered-diff-code">
+              <td class="term spring not-offered">
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall offered-diff-code">
+              <td class="term fall not-offered">
               </td>
             </tr>
             <tr>
diff --git a/courses/CSCI-4960.html b/courses/CSCI-4960.html
index 41dfa8481..6fe405987 100644
--- a/courses/CSCI-4960.html
+++ b/courses/CSCI-4960.html
@@ -148,7 +148,7 @@
                     <li>Neha Keshan</li>
                   </ul>
                   <span class="course-capacity">
-                    Seats Taken: 34/60
+                    Seats Taken: 33/60
                   </span>
                 </div>
               </td>
diff --git a/courses/CSCI-4964.html b/courses/CSCI-4964.html
index 4e0e37c39..12e9dd8f1 100644
--- a/courses/CSCI-4964.html
+++ b/courses/CSCI-4964.html
@@ -140,20 +140,7 @@
                   </span>
                 </div>
               </td>
-              <td class="term summer2 offered">
-                <div class="view-container detail-view-container">
-                  <span class="term-course-info">
-                    <a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202405&subj_in=CSCI&crse_in=4964&schd_in=">Intro Deep Learning Nl Genertn (4c)</a>
-                  </span>
-                  <ul class="prof-list">
-                    <li>Mei Si</li>
-                  </ul>
-                  <span class="course-capacity">
-                    Seats Taken: 0/19
-                  </span>
-                </div>
-              </td>
-              <td class="term summer3 not-offered">
+              <td colspan="2" class="term summer not-offered">
               </td>
               <td class="term fall offered">
                 <div class="view-container detail-view-container">
diff --git a/courses/CSCI-4965.html b/courses/CSCI-4965.html
index b43439194..09e8cb392 100644
--- a/courses/CSCI-4965.html
+++ b/courses/CSCI-4965.html
@@ -152,7 +152,7 @@
                     <li>Lucy Cui</li>
                   </ul>
                   <span class="course-capacity">
-                    Seats Taken: 2/19
+                    Seats Taken: 1/19
                   </span>
                 </div>
               </td>
diff --git a/courses/CSCI-6964.html b/courses/CSCI-6964.html
index 1c7de99aa..2d50830ca 100644
--- a/courses/CSCI-6964.html
+++ b/courses/CSCI-6964.html
@@ -130,20 +130,7 @@
               <th class="year">2024</th>
               <td class="term spring offered-diff-code">
               </td>
-              <td class="term summer2 offered">
-                <div class="view-container detail-view-container">
-                  <span class="term-course-info">
-                    <a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202405&subj_in=CSCI&crse_in=6964&schd_in=">Intro Deep Learning Nl Genertn (4c)</a>
-                  </span>
-                  <ul class="prof-list">
-                    <li>Mei Si</li>
-                  </ul>
-                  <span class="course-capacity">
-                    Seats Taken: 1/19
-                  </span>
-                </div>
-              </td>
-              <td class="term summer3 not-offered">
+              <td colspan="2" class="term summer not-offered">
               </td>
               <td class="term fall offered">
                 <div class="view-container detail-view-container">
diff --git a/courses/ENGR-2090.html b/courses/ENGR-2090.html
index a81cfc4d8..362cf42d0 100644
--- a/courses/ENGR-2090.html
+++ b/courses/ENGR-2090.html
@@ -163,7 +163,7 @@
                     <li>Sergei Shenogin</li>
                   </ul>
                   <span class="course-capacity">
-                    Seats Taken: 158/185
+                    Seats Taken: 157/185
                   </span>
                 </div>
               </td>
diff --git a/courses/ENGR-6215.html b/courses/ENGR-6215.html
index 3d4ea1469..d50204603 100644
--- a/courses/ENGR-6215.html
+++ b/courses/ENGR-6215.html
@@ -137,7 +137,7 @@
                     <a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202405&subj_in=ENGR&crse_in=6215&schd_in=">Business Intelligence Analysis (3c)</a>
                   </span>
                   <ul class="prof-list">
-                    <li>Christopher Shiu-Pui Tong</li>
+                    <li>Rostyslav Korolov</li>
                   </ul>
                   <span class="course-capacity">
                     Seats Taken: 7/25
diff --git a/courses/GSAS-6200.html b/courses/GSAS-6200.html
index caaf4f7ad..1dbd40c40 100644
--- a/courses/GSAS-6200.html
+++ b/courses/GSAS-6200.html
@@ -138,7 +138,7 @@
               <td class="term fall offered">
                 <div class="view-container detail-view-container">
                   <span class="term-course-info">
-                    <a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202409&subj_in=GSAS&crse_in=6200&schd_in=">Topics In Game Research (3c)</a>
+                    <a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202409&subj_in=GSAS&crse_in=6200&schd_in=">Seminar In Ecoresilience (3c)</a>
                   </span>
                   <ul class="prof-list">
                     <li>Kathleen Ruiz</li>
diff --git a/courses/ISYE-4240.html b/courses/ISYE-4240.html
index 473090ab7..9c8188ce1 100644
--- a/courses/ISYE-4240.html
+++ b/courses/ISYE-4240.html
@@ -140,7 +140,7 @@
                   </span>
                   <ul class="prof-list">
                     <li>Antonella Zompa</li>
-                    <li>Rostyslav Korolov</li>
+                    <li>Trevor Caskey</li>
                   </ul>
                   <span class="course-capacity">
                     Seats Taken: 15/45
@@ -153,7 +153,7 @@
                     <a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202409&subj_in=ISYE&crse_in=4240&schd_in=">Engr Proj Management (3c)</a>
                   </span>
                   <ul class="prof-list">
-                    <li>Antonella Zompa</li>
+                    <li>Trevor Caskey</li>
                     <li>Esra Agca Aktunc</li>
                   </ul>
                   <span class="course-capacity">
diff --git a/courses/MATP-4961.html b/courses/MATP-4961.html
index 97006d9e2..c73ec7350 100644
--- a/courses/MATP-4961.html
+++ b/courses/MATP-4961.html
@@ -132,9 +132,7 @@
               <th class="year">2024</th>
               <td class="term spring offered-diff-code">
               </td>
-              <td class="term summer2 offered-diff-code">
-              </td>
-              <td class="term summer3 not-offered">
+              <td colspan="2" class="term summer not-offered">
               </td>
               <td class="term fall offered-diff-code">
               </td>
diff --git a/courses/MGMT-2320.html b/courses/MGMT-2320.html
index 557691493..91a8e914d 100644
--- a/courses/MGMT-2320.html
+++ b/courses/MGMT-2320.html
@@ -153,7 +153,7 @@
                     <li>Bill Francis</li>
                   </ul>
                   <span class="course-capacity">
-                    Seats Taken: 58/80
+                    Seats Taken: 59/80
                   </span>
                 </div>
               </td>
diff --git a/courses/PSYC-4966.html b/courses/PSYC-4966.html
index fd1880547..fa097bec2 100644
--- a/courses/PSYC-4966.html
+++ b/courses/PSYC-4966.html
@@ -130,9 +130,7 @@
               <th class="year">2024</th>
               <td class="term spring not-offered">
               </td>
-              <td class="term summer2 offered-diff-code">
-              </td>
-              <td class="term summer3 not-offered">
+              <td colspan="2" class="term summer not-offered">
               </td>
               <td class="term fall not-offered">
               </td>