diff --git a/_quarto.yml b/_quarto.yml
index b1b5d1f..83fea01 100644
--- a/_quarto.yml
+++ b/_quarto.yml
@@ -30,12 +30,16 @@ website:
         href: index.qmd
       - text: "Course Schedule"
         href: schedule.qmd
+      - text: "More References"
+        href: references.qmd
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-          - modules/Module01-Intro/index.qmd
+          - href: modules/Module01-Intro.qmd
+            target: _blank
       - section: "Day 2"
         contents:
-          - modules/ModuleXX-Iteration/index.qmd
+          - href: modules/ModuleXX-Iteration.qmd
+            target: _blank
       - section: "Day 3"
   repo-url: https://github.com/UGA-IDD/SISMID-2024
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diff --git a/docs/index.html b/docs/index.html
index 48e86bf..40e8f30 100644
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+++ b/docs/index.html
@@ -162,6 +162,12 @@
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  <span class="menu-text">Course Schedule</span></a>
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+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./references.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">More References</span></a>
+  </div>
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         <li class="sidebar-item sidebar-item-section">
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-  <a href="./modules/Module01-Intro/index.html" class="sidebar-item-text sidebar-link">
+  <a href="./modules/Module01-Intro.html" class="sidebar-item-text sidebar-link" target="_blank">
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           <li class="sidebar-item">
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-  <a href="./modules/ModuleXX-Iteration/index.html" class="sidebar-item-text sidebar-link">
+  <a href="./modules/ModuleXX-Iteration.html" class="sidebar-item-text sidebar-link" target="_blank">
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 </li>
@@ -261,14 +267,14 @@ <h2 class="unnumbered anchored" data-anchor-id="about-the-instructors">About the
 <div class="container">
 <div class="box" style="--width: 50%">
 <h3 style="margin-top:0px; text-align: center" class="anchored">
-<a href="https://publichealth.uga.edu/faculty-member/amy-k-winter/">Dr.&nbsp;Amy Winter</a>
+Instructor: <a href="https://publichealth.uga.edu/faculty-member/amy-k-winter/">Dr.&nbsp;Amy Winter</a>
 </h3>
 <p><img src="./images/amy.jpg" style="width: 100%"></p>
 <p>Dr.&nbsp;Winter is an Assistant Professor of Epidemiology at the University of Georgia. She has been coding in R for 10 years, and uses R day-to-day to conduct her research addressing policy-relevant questions on the transmission and control of infectious diseases in human populations, particularly VPDs. She teaches a semester-long course titled Introduction to Coding in R for Public Health to graduate students at the University of Georgia.</p>
 </div>
 <div class="box" style="--width: 50%">
 <h3 style="margin-top:0px; text-align: center" class="anchored">
-<a href="https://wzbillings.com/">Zane Billings</a>
+TA: <a href="https://wzbillings.com/">Zane Billings</a>
 </h3>
 <p><img src="./images/zane.jpg" style="width: 100%"></p>
 <p>Zane Billings is a PhD student in Epidemiology and Biostatistics at the University of Georgia, working with Andreas Handel. He has been using R since 2017, and uses R for nearly all of his statistics and data science practice. Zane’s research focuses on the immune response to influenza vaccination, and uses machine learning and multilevel regression modeling (in R!) to improve our understanding of influenza immunology.</p>
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+<span id="cb1-30"><a href="#cb1-30"></a>&lt;h3 style="margin-top:0px; text-align: center"&gt;Instructor: <span class="co">[</span><span class="ot">Dr. Amy Winter</span><span class="co">](https://publichealth.uga.edu/faculty-member/amy-k-winter/)</span>&lt;/h3&gt;</span>
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+<span id="cb1-43"><a href="#cb1-43"></a>&lt;h3 style="margin-top:0px; text-align: center"&gt;TA: <span class="co">[</span><span class="ot">Zane Billings</span><span class="co">](https://wzbillings.com/ )</span>&lt;/h3&gt;</span>
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diff --git a/docs/modules/Module01-Intro/index.html b/docs/modules/Module01-Intro.html
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rename to docs/modules/Module01-Intro.html
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+<script src="../site_libs/quarto-search/quarto-search.js"></script>
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+<script src="../site_libs/quarto-html/popper.min.js"></script>
+<script src="../site_libs/quarto-html/tippy.umd.min.js"></script>
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+        <nav class="quarto-page-breadcrumbs" aria-label="breadcrumb"><ol class="breadcrumb"><li class="breadcrumb-item"><a href="../modules/Module01-Intro.html">Day 1</a></li><li class="breadcrumb-item"><a href="../modules/Module01-Intro.html">Intro to Modeling</a></li></ol></nav>
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+      <a href="../">SISMID Module NUMBER Materials (2025)</a> 
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         <li class="sidebar-item">
   <div class="sidebar-item-container"> 
-  <a href="../../schedule.html" class="sidebar-item-text sidebar-link">
+  <a href="../schedule.html" class="sidebar-item-text sidebar-link">
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+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../references.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">More References</span></a>
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-  <a href="../../modules/Module01-Intro/index.html" class="sidebar-item-text sidebar-link active">
+  <a href="../modules/Module01-Intro.html" class="sidebar-item-text sidebar-link active" target="_blank">
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+  <a href="../modules/ModuleXX-Iteration.html" class="sidebar-item-text sidebar-link" target="_blank">
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diff --git a/docs/modules/ModuleXX-Iteration/slides.html b/docs/modules/ModuleXX-Iteration.html
similarity index 94%
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diff --git a/docs/modules/ModuleXX-Iteration/index.html b/docs/modules/ModuleXX-Iteration/index.html
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-             <p><a href="https://publichealth.uga.edu/faculty-member/amy-k-winter/">Amy Winter</a> <a href="https://orcid.org/0000-0003-2737-7003" class="quarto-title-author-orcid"> <img src="data:image/png;base64,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"></a></p>
-             <p><a href="https://wzbillings.com/">Zane Billings</a> <a href="https://orcid.org/0000-0002-0184-6134" class="quarto-title-author-orcid"> <img src="data:image/png;base64,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"></a></p>
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-</script><div class="modal fade" id="quarto-embedded-source-code-modal" tabindex="-1" aria-labelledby="quarto-embedded-source-code-modal-label" aria-hidden="true"><div class="modal-dialog modal-dialog-scrollable"><div class="modal-content"><div class="modal-header"><h5 class="modal-title" id="quarto-embedded-source-code-modal-label">Source Code</h5><button class="btn-close" data-bs-dismiss="modal"></button></div><div class="modal-body"><div class="">
-<div class="sourceCode" id="cb1" data-shortcodes="false" data-code-line-numbers=""><pre class="sourceCode numberSource markdown number-lines code-with-copy"><code class="sourceCode markdown"><span id="cb1-1"><a href="#cb1-1"></a><span class="co">---</span></span>
-<span id="cb1-2"><a href="#cb1-2"></a><span class="an">title:</span><span class="co"> Iteration in R</span></span>
-<span id="cb1-3"><a href="#cb1-3"></a><span class="co">---</span></span>
-<span id="cb1-4"><a href="#cb1-4"></a></span>
-<span id="cb1-5"><a href="#cb1-5"></a>&lt;style&gt;</span>
-<span id="cb1-6"><a href="#cb1-6"></a><span class="fu">.slide-deck</span> {</span>
-<span id="cb1-7"><a href="#cb1-7"></a>    <span class="kw">border</span><span class="ch">:</span> <span class="dv">3</span><span class="dt">px</span> <span class="dv">solid</span> <span class="cn">#dee2e6</span><span class="op">;</span></span>
-<span id="cb1-8"><a href="#cb1-8"></a>    <span class="kw">width</span><span class="ch">:</span> <span class="dv">100</span><span class="dt">%</span><span class="op">;</span></span>
-<span id="cb1-9"><a href="#cb1-9"></a>    <span class="kw">height</span><span class="ch">:</span> <span class="dv">475</span><span class="dt">px</span><span class="op">;</span></span>
-<span id="cb1-10"><a href="#cb1-10"></a>}</span>
-<span id="cb1-11"><a href="#cb1-11"></a>&lt;/style&gt;</span>
-<span id="cb1-12"><a href="#cb1-12"></a></span>
-<span id="cb1-13"><a href="#cb1-13"></a>&lt;div&gt;</span>
-<span id="cb1-14"><a href="#cb1-14"></a><span class="in">```{=html}</span></span>
-<span id="cb1-15"><a href="#cb1-15"></a><span class="in">&lt;iframe class="slide-deck" src="slides.html" allowfullscreen="true" mozallowfullscreen="true" webkitallowfullscreen="true"&gt;Your browser does not support embedded HTML iframes, so the slides cannot be displayed.&lt;/iframe&gt;</span></span>
-<span id="cb1-16"><a href="#cb1-16"></a><span class="in">```</span></span>
-<span id="cb1-17"><a href="#cb1-17"></a>&lt;/div&gt;</span></code><button title="Copy to Clipboard" class="code-copy-button" data-in-quarto-modal=""><i class="bi"></i></button></pre></div>
-</div></div></div></div></div>
-</div> <!-- /content -->
-
-
-
-
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\ No newline at end of file
diff --git a/docs/references.html b/docs/references.html
index 1d371cd..4b46117 100644
--- a/docs/references.html
+++ b/docs/references.html
@@ -60,6 +60,7 @@
 div.csl-bib-body { }
 div.csl-entry {
   clear: both;
+  margin-bottom: 0em;
 }
 .hanging-indent div.csl-entry {
   margin-left:2em;
@@ -136,9 +137,7 @@
       <button type="button" class="quarto-btn-toggle btn" data-bs-toggle="collapse" role="button" data-bs-target=".quarto-sidebar-collapse-item" 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">
-      SISMID Module NUMBER Materials (2025)
-      </li></ol></nav>
+        <nav class="quarto-page-breadcrumbs" aria-label="breadcrumb"><ol class="breadcrumb"><li class="breadcrumb-item"><a href="./references.html">More References</a></li></ol></nav>
         <a class="flex-grow-1" role="navigation" data-bs-toggle="collapse" data-bs-target=".quarto-sidebar-collapse-item" 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="Search" onclick="window.quartoOpenSearch();">
@@ -183,6 +182,12 @@
   <a href="./schedule.html" class="sidebar-item-text sidebar-link">
  <span class="menu-text">Course Schedule</span></a>
   </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./references.html" class="sidebar-item-text sidebar-link active">
+ <span class="menu-text">More References</span></a>
+  </div>
 </li>
         <li class="sidebar-item sidebar-item-section">
       <div class="sidebar-item-container"> 
@@ -195,7 +200,7 @@
       <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="./modules/Module01-Intro/index.html" class="sidebar-item-text sidebar-link">
+  <a href="./modules/Module01-Intro.html" class="sidebar-item-text sidebar-link" target="_blank">
  <span class="menu-text">Intro to Modeling</span></a>
   </div>
 </li>
@@ -212,7 +217,7 @@
       <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="./modules/ModuleXX-Iteration/index.html" class="sidebar-item-text sidebar-link">
+  <a href="./modules/ModuleXX-Iteration.html" class="sidebar-item-text sidebar-link" target="_blank">
  <span class="menu-text">Iteration in R</span></a>
   </div>
 </li>
@@ -266,8 +271,13 @@ <h2 id="toc-title">Page Items</h2>
 
 <section id="references" class="level1 unnumbered">
 <h1 class="unnumbered"><strong>References</strong></h1>
-<div id="refs" role="list">
-
+<div id="refs" class="references csl-bib-body hanging-indent" data-entry-spacing="0" role="list">
+<div id="ref-Matloff2011-gc" class="csl-entry" role="listitem">
+Matloff, Norman. 2011. <em>The Art of <span>R</span> Programming</em>. San Francisco, CA: No Starch Press.
+</div>
+<div id="ref-Wickham2023" class="csl-entry" role="listitem">
+Wickham, Hadley, Mine Çetinkaya-Rundel, and Garrett Grolemund. 2023. <em><span>R</span> for Data Science</em>. 2nd ed. Sebastopol, CA: O’Reilly Media.
+</div>
 </div>
 
 
@@ -891,10 +901,15 @@ <h1 class="unnumbered"><strong>References</strong></h1>
   }
 });
 </script><div class="modal fade" id="quarto-embedded-source-code-modal" tabindex="-1" aria-labelledby="quarto-embedded-source-code-modal-label" aria-hidden="true"><div class="modal-dialog modal-dialog-scrollable"><div class="modal-content"><div class="modal-header"><h5 class="modal-title" id="quarto-embedded-source-code-modal-label">Source Code</h5><button class="btn-close" data-bs-dismiss="modal"></button></div><div class="modal-body"><div class="">
-<div class="sourceCode" id="cb1" data-shortcodes="false" data-code-line-numbers=""><pre class="sourceCode numberSource markdown number-lines code-with-copy"><code class="sourceCode markdown"><span id="cb1-1"><a href="#cb1-1"></a><span class="fu"># **References** {.unnumbered}</span></span>
-<span id="cb1-2"><a href="#cb1-2"></a></span>
-<span id="cb1-3"><a href="#cb1-3"></a>::: {#refs}</span>
-<span id="cb1-4"><a href="#cb1-4"></a>:::</span></code><button title="Copy to Clipboard" class="code-copy-button" data-in-quarto-modal=""><i class="bi"></i></button></pre></div>
+<div class="sourceCode" id="cb1" data-shortcodes="false" data-code-line-numbers=""><pre class="sourceCode numberSource markdown number-lines code-with-copy"><code class="sourceCode markdown"><span id="cb1-1"><a href="#cb1-1"></a><span class="co">---</span></span>
+<span id="cb1-2"><a href="#cb1-2"></a><span class="an">bibliography:</span><span class="co"> SISMID-Module.bib</span></span>
+<span id="cb1-3"><a href="#cb1-3"></a><span class="an">nocite:</span><span class="co"> "@*"</span></span>
+<span id="cb1-4"><a href="#cb1-4"></a><span class="co">---</span></span>
+<span id="cb1-5"><a href="#cb1-5"></a></span>
+<span id="cb1-6"><a href="#cb1-6"></a><span class="fu"># **References** {.unnumbered}</span></span>
+<span id="cb1-7"><a href="#cb1-7"></a></span>
+<span id="cb1-8"><a href="#cb1-8"></a>::: {#refs}</span>
+<span id="cb1-9"><a href="#cb1-9"></a>:::</span></code><button title="Copy to Clipboard" class="code-copy-button" data-in-quarto-modal=""><i class="bi"></i></button></pre></div>
 </div></div></div></div></div>
 </div> <!-- /content -->
 
diff --git a/docs/schedule.html b/docs/schedule.html
index 9b49202..ab5d63b 100644
--- a/docs/schedule.html
+++ b/docs/schedule.html
@@ -162,6 +162,12 @@
   <a href="./schedule.html" class="sidebar-item-text sidebar-link active">
  <span class="menu-text">Course Schedule</span></a>
   </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./references.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">More References</span></a>
+  </div>
 </li>
         <li class="sidebar-item sidebar-item-section">
       <div class="sidebar-item-container"> 
@@ -174,7 +180,7 @@
       <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="./modules/Module01-Intro/index.html" class="sidebar-item-text sidebar-link">
+  <a href="./modules/Module01-Intro.html" class="sidebar-item-text sidebar-link" target="_blank">
  <span class="menu-text">Intro to Modeling</span></a>
   </div>
 </li>
@@ -191,7 +197,7 @@
       <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="./modules/ModuleXX-Iteration/index.html" class="sidebar-item-text sidebar-link">
+  <a href="./modules/ModuleXX-Iteration.html" class="sidebar-item-text sidebar-link" target="_blank">
  <span class="menu-text">Iteration in R</span></a>
   </div>
 </li>
diff --git a/docs/search.json b/docs/search.json
index 95c2cd0..85f7f42 100644
--- a/docs/search.json
+++ b/docs/search.json
@@ -40,21 +40,14 @@
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-    "objectID": "modules/ModuleXX-Iteration/slides.html#learning-goals",
-    "href": "modules/ModuleXX-Iteration/slides.html#learning-goals",
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+    "href": "modules/ModuleXX-Iteration.html#learning-goals",
     "title": "Iteration in R",
     "section": "Learning goals",
-    "text": "Learning goals\n\nReplace repetitive code with a for loop\nCompare and contrast for loops and *apply() functions\nDefine and apply vectorization to replace unnecessary loops"
-  },
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-    "href": "modules/Module01-Intro/index.html",
-    "title": "Intro to Modeling",
-    "section": "",
-    "text": "ReuseCC BY-NC 4.0",
+    "text": "Learning goals\n\nReplace repetitive code with a for loop\nCompare and contrast for loops and *apply() functions\nDefine and apply vectorization to replace unnecessary loops",
     "crumbs": [
-      "Day 1",
-      "Intro to Modeling"
+      "Day 2",
+      "Iteration in R"
     ]
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@@ -82,20 +75,20 @@
     "href": "index.html#about-the-instructors",
     "title": "Welcome",
     "section": "About the instructors",
-    "text": "About the instructors\n\n\n\nDr. Amy Winter\n\n\nDr. Winter is an Assistant Professor of Epidemiology at the University of Georgia. She has been coding in R for 10 years, and uses R day-to-day to conduct her research addressing policy-relevant questions on the transmission and control of infectious diseases in human populations, particularly VPDs. She teaches a semester-long course titled Introduction to Coding in R for Public Health to graduate students at the University of Georgia.\n\n\n\nZane Billings\n\n\nZane Billings is a PhD student in Epidemiology and Biostatistics at the University of Georgia, working with Andreas Handel. He has been using R since 2017, and uses R for nearly all of his statistics and data science practice. Zane’s research focuses on the immune response to influenza vaccination, and uses machine learning and multilevel regression modeling (in R!) to improve our understanding of influenza immunology.",
+    "text": "About the instructors\n\n\n\nInstructor: Dr. Amy Winter\n\n\nDr. Winter is an Assistant Professor of Epidemiology at the University of Georgia. She has been coding in R for 10 years, and uses R day-to-day to conduct her research addressing policy-relevant questions on the transmission and control of infectious diseases in human populations, particularly VPDs. She teaches a semester-long course titled Introduction to Coding in R for Public Health to graduate students at the University of Georgia.\n\n\n\nTA: Zane Billings\n\n\nZane Billings is a PhD student in Epidemiology and Biostatistics at the University of Georgia, working with Andreas Handel. He has been using R since 2017, and uses R for nearly all of his statistics and data science practice. Zane’s research focuses on the immune response to influenza vaccination, and uses machine learning and multilevel regression modeling (in R!) to improve our understanding of influenza immunology.",
     "crumbs": [
       "Welcome!"
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   },
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-    "objectID": "modules/ModuleXX-Iteration/index.html",
-    "href": "modules/ModuleXX-Iteration/index.html",
-    "title": "Iteration in R",
+    "objectID": "modules/Module01-Intro.html",
+    "href": "modules/Module01-Intro.html",
+    "title": "Intro to Modeling",
     "section": "",
-    "text": "Your browser does not support embedded HTML iframes, so the slides cannot be displayed.\n\n\n\n\n\n\nReuseCC BY-NC 4.0",
+    "text": "ReuseCC BY-NC 4.0",
     "crumbs": [
-      "Day 2",
-      "Iteration in R"
+      "Day 1",
+      "Intro to Modeling"
     ]
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@@ -103,6 +96,9 @@
     "href": "references.html",
     "title": "",
     "section": "",
-    "text": "Code\n\n\n\n\n\nReferences\n\n\n\n\n\n\n\n\n\nReuseCC BY-NC 4.0"
+    "text": "Code\n\n\n\n\n\nReferences\n\n\nMatloff, Norman. 2011. The Art of R Programming. San Francisco, CA: No Starch Press.\n\n\nWickham, Hadley, Mine Çetinkaya-Rundel, and Garrett Grolemund. 2023. R for Data Science. 2nd ed. Sebastopol, CA: O’Reilly Media.\n\n\n\n\n\n\n\n\nReuseCC BY-NC 4.0",
+    "crumbs": [
+      "More References"
+    ]
   }
 ]
\ No newline at end of file
diff --git a/index.qmd b/index.qmd
index 7167cf1..64007e2 100644
--- a/index.qmd
+++ b/index.qmd
@@ -27,7 +27,7 @@ by clicking on the correct download link for your OS.
 
 <div class="container">
 <div class="box" style="--width: 50%">
-<h3 style="margin-top:0px; text-align: center">[Dr. Amy Winter](https://publichealth.uga.edu/faculty-member/amy-k-winter/)</h3>
+<h3 style="margin-top:0px; text-align: center">Instructor: [Dr. Amy Winter](https://publichealth.uga.edu/faculty-member/amy-k-winter/)</h3>
 
 <img src="./images/amy.jpg" style="width: 100%"/>
 
@@ -40,7 +40,7 @@ Health to graduate students at the University of Georgia.
 </div>
 
 <div class="box" style="--width: 50%">
-<h3 style="margin-top:0px; text-align: center">[Zane Billings](https://wzbillings.com/ )</h3>
+<h3 style="margin-top:0px; text-align: center">TA: [Zane Billings](https://wzbillings.com/ )</h3>
 
 <img src="./images/zane.jpg" style="width: 100%"/>
 
diff --git a/modules/Module01-Intro/index.qmd b/modules/Module01-Intro.qmd
similarity index 100%
rename from modules/Module01-Intro/index.qmd
rename to modules/Module01-Intro.qmd
diff --git a/modules/ModuleXX-Iteration/slides.qmd b/modules/ModuleXX-Iteration.qmd
similarity index 100%
rename from modules/ModuleXX-Iteration/slides.qmd
rename to modules/ModuleXX-Iteration.qmd
diff --git a/modules/ModuleXX-Iteration/index.qmd b/modules/ModuleXX-Iteration/index.qmd
deleted file mode 100644
index 9a44fbe..0000000
--- a/modules/ModuleXX-Iteration/index.qmd
+++ /dev/null
@@ -1,17 +0,0 @@
----
-title: Iteration in R
----
-
-<style>
-.slide-deck {
-    border: 3px solid #dee2e6;
-    width: 100%;
-    height: 475px;
-}
-</style>
-
-<div>
-```{=html}
-<iframe class="slide-deck" src="slides.html" allowfullscreen="true" mozallowfullscreen="true" webkitallowfullscreen="true">Your browser does not support embedded HTML iframes, so the slides cannot be displayed.</iframe>
-```
-</div>
diff --git a/references.qmd b/references.qmd
index 27ab182..061f40c 100644
--- a/references.qmd
+++ b/references.qmd
@@ -1,3 +1,8 @@
+---
+bibliography: SISMID-Module.bib
+nocite: "@*"
+---
+
 # **References** {.unnumbered}
 
 ::: {#refs}