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harvard-edge · Sep 19, 2023 · b907a90 · b907a90
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diff --git a/.nojekyll b/.nojekyll
@@ -1 +1 @@
-585ab0ee
+b91312c9
diff --git a/about.html b/about.html
@@ -77,7 +77,7 @@
       <button type="button" class="quarto-btn-toggle btn" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar,#quarto-sidebar-glass" aria-controls="quarto-sidebar" aria-expanded="false" aria-label="Toggle sidebar navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">
         <i class="bi bi-layout-text-sidebar-reverse"></i>
       </button>
-      <nav class="quarto-page-breadcrumbs" aria-label="breadcrumb"><ol class="breadcrumb"><li class="breadcrumb-item"><a href="./about.html">About This Book</a></li></ol></nav>
+      <nav class="quarto-page-breadcrumbs" aria-label="breadcrumb"><ol class="breadcrumb"><li class="breadcrumb-item"><a href="./front.html">FRONT MATTER</a></li><li class="breadcrumb-item"><a href="./about.html">About This Book</a></li></ol></nav>
       <a class="flex-grow-1" role="button" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar,#quarto-sidebar-glass" aria-controls="quarto-sidebar" aria-expanded="false" aria-label="Toggle sidebar navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">      
       </a>
       <button type="button" class="btn quarto-search-button" aria-label="" onclick="window.quartoOpenSearch();">
@@ -145,42 +145,45 @@
     <div class="sidebar-menu-container"> 
     <ul class="list-unstyled mt-1">
         <li class="sidebar-item sidebar-item-section">
-      <span class="sidebar-item-text sidebar-link text-start">
- <span class="menu-text">FRONT MATTER</span></span>
-  </li>
-        <li class="sidebar-item">
+      <div class="sidebar-item-container"> 
+            <a href="./front.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">FRONT MATTER</span></a>
+          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-1" aria-expanded="true" aria-label="Toggle section">
+            <i class="bi bi-chevron-right ms-2"></i>
+          </a> 
+      </div>
+      <ul id="quarto-sidebar-section-1" class="collapse list-unstyled sidebar-section depth1 show">  
+          <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="./index.html" class="sidebar-item-text sidebar-link">
  <span class="menu-text">Preface</span></a>
   </div>
 </li>
-        <li class="sidebar-item">
+          <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="./dedication.html" class="sidebar-item-text sidebar-link">
  <span class="menu-text">Dedication</span></a>
   </div>
 </li>
-        <li class="sidebar-item">
+          <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="./acknowledgements.html" class="sidebar-item-text sidebar-link">
  <span class="menu-text">Acknowledgements</span></a>
   </div>
 </li>
-        <li class="sidebar-item">
+          <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="./copyright.html" class="sidebar-item-text sidebar-link">
  <span class="menu-text">Copyright</span></a>
   </div>
 </li>
-        <li class="sidebar-item">
+          <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="./about.html" class="sidebar-item-text sidebar-link active">
  <span class="menu-text">About This Book</span></a>
   </div>
 </li>
-        <li class="sidebar-item sidebar-item-section">
-      <span class="sidebar-item-text sidebar-link text-start">
- <span class="menu-text">WELCOME</span></span>
+      </ul>
   </li>
         <li class="sidebar-item">
   <div class="sidebar-item-container"> 
@@ -206,10 +209,6 @@
  <span class="menu-text"><span class="chapter-number">4</span>&nbsp; <span class="chapter-title">Embedded ML</span></span></a>
   </div>
 </li>
-        <li class="sidebar-item sidebar-item-section">
-      <span class="sidebar-item-text sidebar-link text-start">
- <span class="menu-text">DEEP DIVE</span></span>
-  </li>
         <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="./mlworkflow.html" class="sidebar-item-text sidebar-link">
@@ -221,83 +220,77 @@
   <a href="./data_engineering.html" class="sidebar-item-text sidebar-link">
  <span class="menu-text"><span class="chapter-number">6</span>&nbsp; <span class="chapter-title">Data Engineering</span></span></a>
   </div>
-</li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="./preprocessing.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">7</span>&nbsp; <span class="chapter-title">Pre-processing</span></span></a>
-  </div>
 </li>
         <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="./frameworks.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">8</span>&nbsp; <span class="chapter-title">ML Frameworks</span></span></a>
+ <span class="menu-text"><span class="chapter-number">7</span>&nbsp; <span class="chapter-title">ML Frameworks</span></span></a>
   </div>
 </li>
         <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="./training.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">9</span>&nbsp; <span class="chapter-title">Model Training</span></span></a>
+ <span class="menu-text"><span class="chapter-number">8</span>&nbsp; <span class="chapter-title">Model Training</span></span></a>
   </div>
 </li>
         <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="./efficient_ai.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">10</span>&nbsp; <span class="chapter-title">Efficient AI</span></span></a>
+ <span class="menu-text"><span class="chapter-number">9</span>&nbsp; <span class="chapter-title">Efficient AI</span></span></a>
   </div>
 </li>
         <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="./optimizations.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">11</span>&nbsp; <span class="chapter-title">Optimizations</span></span></a>
+ <span class="menu-text"><span class="chapter-number">10</span>&nbsp; <span class="chapter-title">Optimizations</span></span></a>
   </div>
 </li>
         <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="./deployment.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">12</span>&nbsp; <span class="chapter-title">Deployment</span></span></a>
+ <span class="menu-text"><span class="chapter-number">11</span>&nbsp; <span class="chapter-title">Deployment</span></span></a>
   </div>
 </li>
         <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="./ondevice_learning.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">13</span>&nbsp; <span class="chapter-title">On-Device Learning</span></span></a>
+ <span class="menu-text"><span class="chapter-number">12</span>&nbsp; <span class="chapter-title">On-Device Learning</span></span></a>
   </div>
 </li>
         <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="./hw_acceleration.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">14</span>&nbsp; <span class="chapter-title">Hardware Acceleration</span></span></a>
+ <span class="menu-text"><span class="chapter-number">13</span>&nbsp; <span class="chapter-title">Hardware Acceleration</span></span></a>
   </div>
 </li>
         <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="./mlops.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">15</span>&nbsp; <span class="chapter-title">MLOps</span></span></a>
+ <span class="menu-text"><span class="chapter-number">14</span>&nbsp; <span class="chapter-title">MLOps</span></span></a>
   </div>
 </li>
         <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="./privacy_security.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">16</span>&nbsp; <span class="chapter-title">Privacy and Security</span></span></a>
+ <span class="menu-text"><span class="chapter-number">15</span>&nbsp; <span class="chapter-title">Privacy and Security</span></span></a>
   </div>
 </li>
         <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="./sustainable_ai.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">17</span>&nbsp; <span class="chapter-title">AI Sustainability</span></span></a>
+ <span class="menu-text"><span class="chapter-number">16</span>&nbsp; <span class="chapter-title">AI Sustainability</span></span></a>
   </div>
 </li>
         <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="./responsible_ai.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">18</span>&nbsp; <span class="chapter-title">Responsible AI</span></span></a>
+ <span class="menu-text"><span class="chapter-number">17</span>&nbsp; <span class="chapter-title">Responsible AI</span></span></a>
   </div>
 </li>
         <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="./generative_ai.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">19</span>&nbsp; <span class="chapter-title">Generative AI</span></span></a>
+ <span class="menu-text"><span class="chapter-number">18</span>&nbsp; <span class="chapter-title">Generative AI</span></span></a>
   </div>
 </li>
         <li class="sidebar-item">
@@ -308,13 +301,13 @@
 </li>
         <li class="sidebar-item sidebar-item-section">
       <div class="sidebar-item-container"> 
-            <a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-4" aria-expanded="true">
+            <a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-2" aria-expanded="true">
  <span class="menu-text">Appendices</span></a>
-          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-4" aria-expanded="true" aria-label="Toggle section">
+          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-2" aria-expanded="true" aria-label="Toggle section">
             <i class="bi bi-chevron-right ms-2"></i>
           </a> 
       </div>
-      <ul id="quarto-sidebar-section-4" class="collapse list-unstyled sidebar-section depth1 show">  
+      <ul id="quarto-sidebar-section-2" class="collapse list-unstyled sidebar-section depth1 show">  
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="./tools.html" class="sidebar-item-text sidebar-link">
@@ -323,20 +316,32 @@
 </li>
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 
-  <a href="./resources.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">B</span>&nbsp; <span class="chapter-title">Resources</span></span></a>
+  <a href="./zoo_datasets.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text"><span class="chapter-number">B</span>&nbsp; <span class="chapter-title">Datasets</span></span></a>
+  </div>
+</li>
+          <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./zoo_models.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text"><span class="chapter-number">C</span>&nbsp; <span class="chapter-title">Model Zoo</span></span></a>
+  </div>
+</li>
+          <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./learning_resources.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text"><span class="chapter-number">D</span>&nbsp; <span class="chapter-title">Resources</span></span></a>
   </div>
 </li>
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="./community.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">C</span>&nbsp; <span class="chapter-title">Communities</span></span></a>
+ <span class="menu-text"><span class="chapter-number">E</span>&nbsp; <span class="chapter-title">Communities</span></span></a>
   </div>
 </li>
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="./case_studies.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">D</span>&nbsp; <span class="chapter-title">Case Studies</span></span></a>
+ <span class="menu-text"><span class="chapter-number">F</span>&nbsp; <span class="chapter-title">Case Studies</span></span></a>
   </div>
 </li>
       </ul>