diff --git a/courses/CSCI-2961.html b/courses/CSCI-2961.html
index 7123a5609..5e9ca34c9 100644
--- a/courses/CSCI-2961.html
+++ b/courses/CSCI-2961.html
@@ -120,19 +120,7 @@
           <tbody>
             <tr>
               <th class="year">2024</th>
-              <td class="term spring 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=202401&subj_in=CSCI&crse_in=2961&schd_in=">Rcos == 1 Credit (1-4c)</a>
-                  </span>
-                  <ul class="prof-list">
-                    <li>David Eric Goldschmidt</li>
-                    <li>Wesley D Turner</li>
-                  </ul>
-                  <span class="course-capacity">
-                    Seats Taken: 0/385
-                  </span>
-                </div>
+              <td class="term spring not-offered">
               </td>
               <td colspan="2" class="term summer unscheduled">
               </td>
diff --git a/courses/CSCI-4850.html b/courses/CSCI-4850.html
index bc75fd939..089bea390 100644
--- a/courses/CSCI-4850.html
+++ b/courses/CSCI-4850.html
@@ -46,8 +46,7 @@
             Cross-listed with:
           </div>
           <div id=crosslist-classes" class="rel-info-courses">
-            <a class="course-pill" href="CSCI-4520">CSCI-4520 Web Science Systems Development</a>
-            <a class="course-pill" href="ITWS-4500">ITWS-4500 Web Science Systems Development</a>
+            <a class="course-pill" href="ITWS-4850">ITWS-4850 Modern Binary Exploitation</a>
           </div>
         </div>
         <div id="prereq-container" class="rel-info-container">
@@ -129,18 +128,7 @@
           <tbody>
             <tr>
               <th class="year">2024</th>
-              <td class="term spring 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=202401&subj_in=CSCI&crse_in=4850&schd_in=">Modern Binary Exploitation (4c)</a>
-                  </span>
-                  <ul class="prof-list">
-                    <li>Brian Robert Callahan</li>
-                  </ul>
-                  <span class="course-capacity">
-                    Seats Taken: 0/15
-                  </span>
-                </div>
+              <td class="term spring not-offered">
               </td>
               <td colspan="2" class="term summer unscheduled">
               </td>
@@ -149,7 +137,7 @@
             </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>
@@ -169,7 +157,7 @@
             </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 not-offered">
               </td>
@@ -178,7 +166,7 @@
             </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>
@@ -187,7 +175,7 @@
             </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>
@@ -196,47 +184,47 @@
             </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>
@@ -245,7 +233,7 @@
               </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>
@@ -254,7 +242,7 @@
               </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>
@@ -263,7 +251,7 @@
               </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>
@@ -272,7 +260,7 @@
               </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>
@@ -281,7 +269,7 @@
               </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>
@@ -290,7 +278,7 @@
               </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>
@@ -299,16 +287,16 @@
               </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>
diff --git a/courses/ITWS-4850.html b/courses/ITWS-4850.html
index 20c56b8c2..8230c579c 100644
--- a/courses/ITWS-4850.html
+++ b/courses/ITWS-4850.html
@@ -126,7 +126,7 @@
           <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 unscheduled">
               </td>
diff --git a/courses/MANE-4860.html b/courses/MANE-4860.html
index bfab78d90..326967f56 100644
--- a/courses/MANE-4860.html
+++ b/courses/MANE-4860.html
@@ -40,26 +40,13 @@
           <span id="credits-pill" class="attr-pill">
             3 credits
           </span>
-          <span class="attr-pill">
-            Communication Intensive
-          </span>
-        </div>
-        <div id="crosslist-container">
-          <div id="crosslist-title" class="rel-info-title">
-            Cross-listed with:
-          </div>
-          <div id=crosslist-classes" class="rel-info-courses">
-            <a class="course-pill" href="MANE-6968">MANE-6968 Topics in MANE</a>
-          </div>
         </div>
         <div id="prereq-container" class="rel-info-container">
           <div id="prereq-title" class="rel-info-title">
             Prereqs:
           </div>
           <div id="prereq-classes" class="rel-info-courses">
-            <span class="none-rect">
-              none
-            </span>
+            <a class="course-pill" href="MANE-4240">MANE-4240 Introduction to Finite Elements</a>
           </div>
         </div>
       </div>
@@ -131,7 +118,18 @@
           <tbody>
             <tr>
               <th class="year">2024</th>
-              <td class="term spring not-offered">
+              <td class="term spring 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=202401&subj_in=MANE&crse_in=4860&schd_in=">Intro Nonlinear Finite Elemnts (3c)</a>
+                  </span>
+                  <ul class="prof-list">
+                    <li>Karthikeyan Panneerselvam</li>
+                  </ul>
+                  <span class="course-capacity">
+                    Seats Taken: 0/100
+                  </span>
+                </div>
               </td>
               <td colspan="2" class="term summer unscheduled">
               </td>
@@ -191,7 +189,7 @@
               </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>
@@ -211,7 +209,7 @@
               </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>
@@ -291,7 +289,7 @@
               </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>
@@ -311,7 +309,7 @@
               </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>
@@ -340,7 +338,7 @@
               </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 +423,7 @@
             </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>
@@ -478,7 +476,7 @@
               </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>
diff --git a/courses/MANE-6210.html b/courses/MANE-6210.html
index b4ed1cbaa..c21ee3edd 100644
--- a/courses/MANE-6210.html
+++ b/courses/MANE-6210.html
@@ -135,7 +135,7 @@
                     <li>Robert John Niemiec</li>
                   </ul>
                   <span class="course-capacity">
-                    Seats Taken: 0/100
+                    Seats Taken: 0/15
                   </span>
                 </div>
               </td>
diff --git a/courses/MANE-6300.html b/courses/MANE-6300.html
index 4333e006d..b084d2ccd 100644
--- a/courses/MANE-6300.html
+++ b/courses/MANE-6300.html
@@ -135,7 +135,7 @@
                     <li>Wei Ji</li>
                   </ul>
                   <span class="course-capacity">
-                    Seats Taken: 0/30
+                    Seats Taken: 0/20
                   </span>
                 </div>
               </td>
diff --git a/courses/MANE-6860.html b/courses/MANE-6860.html
index e5a84918a..f1a87e82b 100644
--- a/courses/MANE-6860.html
+++ b/courses/MANE-6860.html
@@ -38,7 +38,7 @@
         </p>
         <div id="cattrs-container">
           <span id="credits-pill" class="attr-pill">
-            ? credits
+            3 credits
           </span>
         </div>
         <div id="prereq-container" class="rel-info-container">
@@ -120,7 +120,18 @@
           <tbody>
             <tr>
               <th class="year">2024</th>
-              <td class="term spring not-offered">
+              <td class="term spring 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=202401&subj_in=MANE&crse_in=6860&schd_in=">Intro Nonlinear Finite Elemnts (3c)</a>
+                  </span>
+                  <ul class="prof-list">
+                    <li>Karthikeyan Panneerselvam</li>
+                  </ul>
+                  <span class="course-capacity">
+                    Seats Taken: 0/15
+                  </span>
+                </div>
               </td>
               <td colspan="2" class="term summer unscheduled">
               </td>
diff --git a/courses/MANE-6962.html b/courses/MANE-6962.html
index 60d8b69bb..ddfc94c0f 100644
--- a/courses/MANE-6962.html
+++ b/courses/MANE-6962.html
@@ -120,18 +120,7 @@
           <tbody>
             <tr>
               <th class="year">2024</th>
-              <td class="term spring 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=202401&subj_in=MANE&crse_in=6962&schd_in=">Machine Learning Engineering (3c)</a>
-                  </span>
-                  <ul class="prof-list">
-                    <li>M Arshad Zahangir Chowdhury</li>
-                  </ul>
-                  <span class="course-capacity">
-                    Seats Taken: 0/10
-                  </span>
-                </div>
+              <td class="term spring not-offered">
               </td>
               <td colspan="2" class="term summer unscheduled">
               </td>
diff --git a/json/searchable_catalog.json b/json/searchable_catalog.json
index 434dcfd29..666303deb 100644
--- a/json/searchable_catalog.json
+++ b/json/searchable_catalog.json
@@ -30610,10 +30610,7 @@
     "name" : "Space Vehicle Design"
   },
   {
-    "attributes" : 
-    [
-      "CI"
-    ],
+    "attributes" : null,
     "code" : "MANE-4860",
     "credits" : "3 credits",
     "description" : "Review of linear finite element concepts. Nonlinear continuum mechanics of solids: finite strain and stress measures, total and updated Lagrangian approaches, variational methods - virtural work principle. Non-linear finite element procedures: incremental solution of nonlinear equations, Newton-Raphson method. Finite elements for elastro-plasticity. Finite elements for hyper-elasticity. Contact of solids using finite elements. Finite elements in dynamics.",
@@ -31238,7 +31235,7 @@
   {
     "attributes" : null,
     "code" : "MANE-6860",
-    "credits" : "? credits",
+    "credits" : "3 credits",
     "description" : "Review of linear finite element concepts. Nonlinear continuum mechanics of solids: finite strain and stress measures, total and updated Lagrangian approaches, variational methods - virtual work principle. Non-linear finite element procedures: Incremental solution of nonlinear equations, Newton-Rephson method. Finite elements for elasto-plasticity. Finite elements for hyper-elasticity. Contact of solids using finite elements. Finite elements in dynamics.",
     "name" : "Introduction to Nonlinear Finite Elements"
   },