Update documentation

Author: aaronjnewman

.buildinfo

@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: 8412ec72bf69a6188b4c2a547ed3dfba
+config: 3c190afc5e02ef722489109db89c6393
 tags: 645f666f9bcd5a90fca523b33c5a78b7

1-intro/21st_cen_skills.html

@@ -16,33 +16,30 @@
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     document.documentElement.dataset.theme = localStorage.getItem("theme") || "";
   </script>
-  <!-- 
-    this give us a css class that will be invisible only if js is disabled 
-  -->
-  <noscript>
-    <style>
-      .pst-js-only { display: none !important; }
-
-    </style>
-  </noscript>
 
   <!-- Loaded before other Sphinx assets -->
-  <link href="../_static/styles/theme.css?digest=26a4bc78f4c0ddb94549" rel="stylesheet" />
-<link href="../_static/styles/pydata-sphinx-theme.css?digest=26a4bc78f4c0ddb94549" rel="stylesheet" />
+  <link href="../_static/styles/theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../_static/styles/bootstrap.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../_static/styles/pydata-sphinx-theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+
+  
+  <link href="../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+  <link rel="preload" as="font" type="font/woff2" crossorigin href="../_static/vendor/fontawesome/6.5.2/webfonts/fa-solid-900.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../_static/vendor/fontawesome/6.5.2/webfonts/fa-brands-400.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../_static/vendor/fontawesome/6.5.2/webfonts/fa-regular-400.woff2" />
 
-    <link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=fa44fd50" />
-    <link rel="stylesheet" type="text/css" href="../_static/styles/sphinx-book-theme.css?v=a3416100" />
+    <link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=03e43079" />
+    <link rel="stylesheet" type="text/css" href="../_static/styles/sphinx-book-theme.css?v=eba8b062" />
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+    <link rel="stylesheet" type="text/css" href="../_static/mystnb.8ecb98da25f57f5357bf6f572d296f466b2cfe2517ffebfabe82451661e28f02.css" />
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-  <!-- So that users can add custom icons -->
-  <script src="../_static/scripts/fontawesome.js?digest=26a4bc78f4c0ddb94549"></script>
   <!-- Pre-loaded scripts that we'll load fully later -->
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-<link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
+  <link rel="preload" as="script" href="../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b" />
+<link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
+  <script src="../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
 
     <script src="../_static/documentation_options.js?v=9eb32ce0"></script>
     <script src="../_static/doctools.js?v=9a2dae69"></script>
@@ -82,7 +79,6 @@
     <link rel="prev" title="Authenticity" href="authenticity.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="" />
   </head>
 
 
@@ -98,24 +94,36 @@
     <i class="fa-solid fa-arrow-up"></i>Back to top</button>
 
 
-  <dialog id="pst-search-dialog">
-    
+  <input type="checkbox"
+          class="sidebar-toggle"
+          id="pst-primary-sidebar-checkbox"/>
+  <label class="overlay overlay-primary" for="pst-primary-sidebar-checkbox"></label>
+  
+  <input type="checkbox"
+          class="sidebar-toggle"
+          id="pst-secondary-sidebar-checkbox"/>
+  <label class="overlay overlay-secondary" for="pst-secondary-sidebar-checkbox"></label>
+  
+  <div class="search-button__wrapper">
+    <div class="search-button__overlay"></div>
+    <div class="search-button__search-container">
 <form class="bd-search d-flex align-items-center"
       action="../search.html"
       method="get">
   <i class="fa-solid fa-magnifying-glass"></i>
   <input type="search"
          class="form-control"
          name="q"
+         id="search-input"
          placeholder="Search this book..."
          aria-label="Search this book..."
          autocomplete="off"
          autocorrect="off"
          autocapitalize="off"
          spellcheck="false"/>
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
-</form>
-  </dialog>
+</form></div>
+  </div>
 
   <div class="pst-async-banner-revealer d-none">
   <aside id="bd-header-version-warning" class="d-none d-print-none" aria-label="Version warning"></aside>
@@ -131,8 +139,7 @@
 
 
 
-      <dialog id="pst-primary-sidebar-modal"></dialog>
-      <div id="pst-primary-sidebar" class="bd-sidebar-primary bd-sidebar">
+      <div class="bd-sidebar-primary bd-sidebar">
 
 
 
@@ -162,17 +169,21 @@
 
 
     <img src="../_static/NESC3505_icon.png" class="logo__image only-light" alt="Neural Data Science in Python - Home"/>
-    <img src="../_static/NESC3505_icon.png" class="logo__image only-dark pst-js-only" alt="Neural Data Science in Python - Home"/>
+    <script>document.write(`<img src="../_static/NESC3505_icon.png" class="logo__image only-dark" alt="Neural Data Science in Python - Home"/>`);</script>
 
 
 </a></div>
         <div class="sidebar-primary-item">
 
-<button class="btn search-button-field search-button__button pst-js-only" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
- <i class="fa-solid fa-magnifying-glass"></i>
- <span class="search-button__default-text">Search</span>
- <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
-</button></div>
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script></div>
         <div class="sidebar-primary-item"><nav class="bd-links bd-docs-nav" aria-label="Main">
     <div class="bd-toc-item navbar-nav active">
 
@@ -190,6 +201,7 @@
 <li class="toctree-l1"><a class="reference internal" href="../syllabus.html">Syllabus</a></li>
 <li class="toctree-l1 has-children"><a class="reference internal" href="learning_approach.html">How to Approach this Course</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l2"><a class="reference internal" href="actually_write_code.html">Actually Write Code</a></li>
+
 <li class="toctree-l2"><a class="reference internal" href="mindset.html">Mindset</a></li>
 <li class="toctree-l2"><a class="reference internal" href="flipped_classroom.html">Flipped Classroom</a></li>
 <li class="toctree-l2"><a class="reference internal" href="errors_debugging.html">Errors and Debugging</a></li>
@@ -255,7 +267,7 @@
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Set Up Your Computer for Data Science</span></p>
 <ul class="nav bd-sidenav">
-<li class="toctree-l1"><a class="reference internal" href="../2b-setup/introduction.html">Some Assembly Required</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../2b-setup/introduction.html">Setting Up your Computer for Data Science</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../2b-setup/learning_objectives.html">Learning Objectives</a></li>
 <li class="toctree-l1 has-children"><a class="reference internal" href="../2b-setup/first_steps.html">First Steps</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l2"><a class="reference internal" href="../2b-setup/github.html">Get on GitHub</a></li>
@@ -559,16 +571,24 @@
 
 
 
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-  <i class="theme-switch fa-solid fa-sun                fa-lg" data-mode="light" title="Light"></i>
-  <i class="theme-switch fa-solid fa-moon               fa-lg" data-mode="dark"  title="Dark"></i>
-  <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"  title="System Settings"></i>
-</button>
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script>
 
 
-<button class="btn btn-sm pst-navbar-icon search-button search-button__button pst-js-only" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+<script>
+document.write(`
+  <button class="btn btn-sm pst-navbar-icon search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
     <i class="fa-solid fa-magnifying-glass fa-lg"></i>
-</button>
+  </button>
+`);
+</script>
 
 </div></div>
 
@@ -720,8 +740,8 @@ <h1>21st Century Skills<a class="headerlink" href="#st-century-skills" title="Li
   </div>
 
   <!-- Scripts loaded after <body> so the DOM is not blocked -->
-  <script defer src="../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549"></script>
-<script defer src="../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549"></script>
+  <script src="../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b"></script>
+<script src="../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b"></script>
 
   <footer class="bd-footer">
   </footer>