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diff --git a/.nojekyll b/.nojekyll
@@ -1 +1 @@
-29f9dfb0
+04699d11
diff --git a/Contributor-templates/index.html b/Contributor-templates/index.html
@@ -190,7 +190,7 @@ <h1 class="title">Title/Topic of Resource</h1>
   <div class="quarto-categories">
     <div class="quarto-category">Deep Learning</div>
     <div class="quarto-category">PyTorch</div>
-    <div class="quarto-category">Workshop</div>
+    <div class="quarto-category">Workshops</div>
     <div class="quarto-category">External</div>
   </div>
   </div>
@@ -247,7 +247,10 @@ <h4 class="anchored" data-anchor-id="estimated-time-to-complete">Estimated time
 
 If this resource is a workshop/tutorial or similar, please provide an estimate for how long it takes to work through the materials. If you are unsure, write:
 
-"TBD: Use the "Improve this page" functionality (near the top right of this page) to add your own estimate!". 
+"TBD: Use the [Improve this page](https://github.com/UW-Madison-DataScience/ML-X-Nexus/edit/main/Resources/{Type}/{Name}.qmd) functionality to add your own estimate!"
+
+Where Resources/{Type}/{Name} should be updated to match the path of your resource file, e.g., ...
+"Resources/Workshops/Intro-ML_Sklearn.qmd"
 
 Users of Nexus can use the the "Improve this page" functionality to add an estimate later. 
 -->

diff --git a/EDA-examples/index.html b/EDA-examples/index.html
@@ -278,7 +278,7 @@ <h1 class="title">Exploratory analysis</h1>
   </div>
 </div>
 <div class="list quarto-listing-default">
-<div class="quarto-post image-right" data-index="0" data-categories="EDA" data-listing-file-modified-sort="1720027646722" data-listing-reading-time-sort="1" data-listing-word-count-sort="1">
+<div class="quarto-post image-right" data-index="0" data-categories="EDA" data-listing-file-modified-sort="1720027908788" data-listing-reading-time-sort="1" data-listing-word-count-sort="1">
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diff --git a/Forums/index.html b/Forums/index.html
@@ -280,7 +280,7 @@ <h1 class="title">Forums and seminars</h1>
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+<div class="quarto-post image-right" data-index="0" data-categories="ML+X Forum" data-listing-date-sort="1710201600000" data-listing-file-modified-sort="1720027908788" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="1" data-listing-word-count-sort="36">
 <div class="body">
 <h3 class="no-anchor listing-title">
 <a href="../Forums/mlx_2024-03-12.html" class="no-external">ML+X Forum: Exploring Model Sharing in the Age of Foundation Models</a>
@@ -303,7 +303,7 @@ <h3 class="no-anchor listing-title">
 </a>
 </div>
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+<div class="quarto-post image-right" data-index="1" data-categories="ML+X Forum" data-listing-date-sort="1707782400000" data-listing-file-modified-sort="1720027908788" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="1" data-listing-word-count-sort="43">
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 <h3 class="no-anchor listing-title">
 <a href="../Forums/mlx_2024-02-13.html" class="no-external">ML+X Forum: Navigating Gravitational Waves with AI Insights</a>
@@ -326,7 +326,7 @@ <h3 class="no-anchor listing-title">
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-<div class="quarto-post image-right" data-index="2" data-categories="ML+X Forum" data-listing-date-sort="1702339200000" data-listing-file-modified-sort="1720027646722" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="1" data-listing-word-count-sort="53">
+<div class="quarto-post image-right" data-index="2" data-categories="ML+X Forum" data-listing-date-sort="1702339200000" data-listing-file-modified-sort="1720027908788" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="1" data-listing-word-count-sort="53">
 <div class="body">
 <h3 class="no-anchor listing-title">
 <a href="../Forums/mlx_2023-12-12.html" class="no-external">ML+X Forum: Exploring Science Communication and Drug Synergy Analysis using GPT</a>
@@ -349,7 +349,7 @@ <h3 class="no-anchor listing-title">
 </a>
 </div>
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-<div class="quarto-post image-right" data-index="3" data-categories="ML+X Forum" data-listing-date-sort="1699315200000" data-listing-file-modified-sort="1720027646722" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="1" data-listing-word-count-sort="44">
+<div class="quarto-post image-right" data-index="3" data-categories="ML+X Forum" data-listing-date-sort="1699315200000" data-listing-file-modified-sort="1720027908788" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="1" data-listing-word-count-sort="44">
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 <h3 class="no-anchor listing-title">
 <a href="../Forums/mlx_2023-11-07.html" class="no-external">ML+X Forum: LLMS in Genomic and Health Coaching</a>
@@ -372,7 +372,7 @@ <h3 class="no-anchor listing-title">
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+<div class="quarto-post image-right" data-index="4" data-categories="ML+X Forum" data-listing-date-sort="1696896000000" data-listing-file-modified-sort="1720027908788" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="1" data-listing-word-count-sort="46">
 <div class="body">
 <h3 class="no-anchor listing-title">
 <a href="../Forums/mlx_2023-10-10.html" class="no-external">ML+X Forum: Time-Series Analysis</a>
@@ -395,7 +395,7 @@ <h3 class="no-anchor listing-title">
 </a>
 </div>
 </div>
-<div class="quarto-post image-right" data-index="5" data-categories="ML+X Forum" data-listing-date-sort="1695081600000" data-listing-file-modified-sort="1720027646722" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="1" data-listing-word-count-sort="59">
+<div class="quarto-post image-right" data-index="5" data-categories="ML+X Forum" data-listing-date-sort="1695081600000" data-listing-file-modified-sort="1720027908788" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="1" data-listing-word-count-sort="59">
 <div class="body">
 <h3 class="no-anchor listing-title">
 <a href="../Forums/mlx_2023-09-19.html" class="no-external">ML+X Forum: Multimodal Learning</a>

diff --git a/ML-stories/index.html b/ML-stories/index.html
@@ -281,7 +281,7 @@ <h1 class="title">ML Stories</h1>
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+<div class="quarto-post image-right" data-index="0" data-listing-file-modified-sort="1720027908788" data-listing-reading-time-sort="1" data-listing-word-count-sort="1">
 <div class="thumbnail">
 <p><a href="../ML-stories/Example/index.html" class="no-external"></a></p><a href="../ML-stories/Example/index.html" class="no-external">
 <div class="listing-item-img-placeholder card-img-top" style="height: 150px;">&nbsp;</div>

diff --git a/Resources/index.html b/Resources/index.html
@@ -279,7 +279,7 @@ <h1 class="title">Resources</h1>
   </div>
 </div>
 <div class="list grid quarto-listing-cols-3">
-<div class="g-col-1" data-index="0" data-categories="Compute,GPU,Guides" data-listing-file-modified-sort="1720027646726" data-listing-reading-time-sort="2" data-listing-word-count-sort="238">
+<div class="g-col-1" data-index="0" data-categories="Compute,GPU,Guides" data-listing-file-modified-sort="1720027908788" data-listing-reading-time-sort="2" data-listing-word-count-sort="238">
 <a href="../Resources/Guides/CHTC.html" class="quarto-grid-link">
 <div class="quarto-grid-item card h-100 card-left">
 <p class="card-img-top">
@@ -299,7 +299,7 @@ <h5 class="no-anchor card-title listing-title">
 </div>
 </a>
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+<div class="g-col-1" data-index="1" data-categories="Contribute" data-listing-file-modified-sort="1720027908792" data-listing-reading-time-sort="8" data-listing-word-count-sort="1418">
 <a href="../how-to-contribute.html" class="quarto-grid-link">
 <div class="quarto-grid-item card h-100 card-left">
 <p class="card-img-top">
@@ -319,7 +319,7 @@ <h5 class="no-anchor card-title listing-title">
 </div>
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 </div>
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+<div class="g-col-1" data-index="2" data-categories="Deep learning,Keras,Workshops,Carpentries,Code-along" data-listing-file-modified-sort="1720027908788" data-listing-reading-time-sort="3" data-listing-word-count-sort="411">
 <a href="../Resources/Workshops/Intro-Deeplearning_Keras.html" class="quarto-grid-link">
 <div class="quarto-grid-item card h-100 card-left">
 <p class="card-img-top">
@@ -339,7 +339,7 @@ <h5 class="no-anchor card-title listing-title">
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+<div class="g-col-1" data-index="3" data-categories="Deep learning,PyTorch,Workshops,Udacity,Code-along" data-listing-file-modified-sort="1720027908788" data-listing-reading-time-sort="2" data-listing-word-count-sort="259">
 <a href="../Resources/Workshops/Intro-Deeplearning_PyTorch.html" class="quarto-grid-link">
 <div class="quarto-grid-item card h-100 card-left">
 <p class="card-img-top">
@@ -359,7 +359,7 @@ <h5 class="no-anchor card-title listing-title">
 </div>
 </a>
 </div>
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+<div class="g-col-1" data-index="4" data-categories="Version control,Reproducibility,Git/GitHub,Guides" data-listing-file-modified-sort="1720027908788" data-listing-reading-time-sort="11" data-listing-word-count-sort="2163">
 <a href="../Resources/Guides/Github-desktop.html" class="quarto-grid-link">
 <div class="quarto-grid-item card h-100 card-left">
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@@ -379,7 +379,7 @@ <h5 class="no-anchor card-title listing-title">
 </div>
 </a>
 </div>
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+<div class="g-col-1" data-index="5" data-categories="Intro ML,Sklearn,Workshops,Carpentries,Code-along" data-listing-file-modified-sort="1720027908788" data-listing-reading-time-sort="2" data-listing-word-count-sort="370">
 <a href="../Resources/Workshops/Intro-ML_Sklearn.html" class="quarto-grid-link">
 <div class="quarto-grid-item card h-100 card-left">
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@@ -399,7 +399,7 @@ <h5 class="no-anchor card-title listing-title">
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 </div>
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 <a href="../Resources/Workshops/Intro-TextAnalysis_Python.html" class="quarto-grid-link">
 <div class="quarto-grid-item card h-100 card-left">
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@@ -419,7 +419,7 @@ <h5 class="no-anchor card-title listing-title">
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+<div class="g-col-1" data-index="7" data-categories="Model sharing,Hugging Face,Reproducibility,Guides" data-listing-file-modified-sort="1720027908788" data-listing-reading-time-sort="3" data-listing-word-count-sort="571">
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