From 71adb1f39966c09659c13728c43fcf3db5b739d4 Mon Sep 17 00:00:00 2001
From: Edwin Vargas Navarro <jedwin321@berkeley.edu>
Date: Sat, 21 Sep 2024 13:02:32 -0700
Subject: [PATCH] resources use fa24

---
 _includes/resources-content.html | 484 +++++++++++++++----------------
 1 file changed, 242 insertions(+), 242 deletions(-)

diff --git a/_includes/resources-content.html b/_includes/resources-content.html
index 427bbd7..e1cdd93 100644
--- a/_includes/resources-content.html
+++ b/_includes/resources-content.html
@@ -7,40 +7,40 @@
                 <button onclick="toggleVisibility('tableContent')">Tables</button>
                 <div id="tableContent" class="dropdownContent">
                     <ul>
-                        <li><a href="https://www.data8.org/su24/exams/Sp24_Midterm.pdf#page=9" target="_blank">Spring 2024 Midterm Q4(b - d)</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa23_Midterm.pdf#page=16" target="_blank">Fall 2023 Midterm Q5d</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa23_Midterm.pdf#page=8" target="_blank">Fall 2023 Midterm Q4(a - e)</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp22_Final.pdf#page=4" target="_blank">Spring 2022 Final Q2</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp22_Midterm.pdf#page=2" target="_blank">Spring 2022 Midterm Q1</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp22_Midterm.pdf#page=9" target="_blank">Spring 2022 Midterm Q2b</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa21_Final.pdf#page=15" target="_blank">Fall 2021 Final Q12</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa21_Final.pdf#page=2" target="_blank">Fall 2021 Final Q2</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa21_Midterm.pdf#page=3" target="_blank">Fall 2021 Midterm Q1</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa21_Midterm.pdf#page=5" target="_blank">Fall 2021 Midterm Q2</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp21_Final.pdf#page=14" target="_blank">Spring 2021 Final Q3</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp21_Midterm.pdf#page=4" target="_blank">Spring 2021 Midterm Q1</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa20_Final.pdf#page=3" target="_blank">Fall 2020 Final Q1</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa20_Midterm.pdf#page=9" target="_blank">Fall 2020 Midterm Q5</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp20_Midterm.pdf#page=4" target="_blank"> Spring 2020 Midterm Q2 (e - f) </a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp20_Midterm.pdf#page=6" target="_blank">Spring 2020 Midterm Q3(e - f, i, j)</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa19_Midterm.pdf#page=3" target="_blank">Fall 2019 Midterm Q2</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa19_Midterm.pdf#page=7" target="_blank">Fall 2019 Midterm Q4</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp19_Final.pdf#page=4" target="_blank">Spring 2019 Final Q3</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp19_Final.pdf#page=6" target="_blank">Spring 2019 Final Q4a</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp19_Midterm.pdf#page=5" target="_blank">Spring 2019 Midterm Q3</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa18_Midterm.pdf#page=3" target="_blank">Fall 2018 Midterm Q2</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp18_Final.pdf#page=5" target="_blank">Spring 2018 Final Q5</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp18_Midterm.pdf#page=2" target="_blank">Spring 2018 Midterm Q1</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa17_Final.pdf#page=2" target="_blank">Fall 2017 Final Q1</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp17_Final.pdf#page=2" target="_blank">Spring 2017 Final Q1</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp24_Midterm.pdf#page=9" target="_blank">Spring 2024 Midterm Q4(b - d)</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa23_Midterm.pdf#page=16" target="_blank">Fall 2023 Midterm Q5d</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa23_Midterm.pdf#page=8" target="_blank">Fall 2023 Midterm Q4(a - e)</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp22_Final.pdf#page=4" target="_blank">Spring 2022 Final Q2</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp22_Midterm.pdf#page=2" target="_blank">Spring 2022 Midterm Q1</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp22_Midterm.pdf#page=9" target="_blank">Spring 2022 Midterm Q2b</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa21_Final.pdf#page=15" target="_blank">Fall 2021 Final Q12</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa21_Final.pdf#page=2" target="_blank">Fall 2021 Final Q2</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa21_Midterm.pdf#page=3" target="_blank">Fall 2021 Midterm Q1</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa21_Midterm.pdf#page=5" target="_blank">Fall 2021 Midterm Q2</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp21_Final.pdf#page=14" target="_blank">Spring 2021 Final Q3</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp21_Midterm.pdf#page=4" target="_blank">Spring 2021 Midterm Q1</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa20_Final.pdf#page=3" target="_blank">Fall 2020 Final Q1</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa20_Midterm.pdf#page=9" target="_blank">Fall 2020 Midterm Q5</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp20_Midterm.pdf#page=4" target="_blank"> Spring 2020 Midterm Q2 (e - f) </a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp20_Midterm.pdf#page=6" target="_blank">Spring 2020 Midterm Q3(e - f, i, j)</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa19_Midterm.pdf#page=3" target="_blank">Fall 2019 Midterm Q2</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa19_Midterm.pdf#page=7" target="_blank">Fall 2019 Midterm Q4</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp19_Final.pdf#page=4" target="_blank">Spring 2019 Final Q3</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp19_Final.pdf#page=6" target="_blank">Spring 2019 Final Q4a</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp19_Midterm.pdf#page=5" target="_blank">Spring 2019 Midterm Q3</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa18_Midterm.pdf#page=3" target="_blank">Fall 2018 Midterm Q2</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp18_Final.pdf#page=5" target="_blank">Spring 2018 Final Q5</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp18_Midterm.pdf#page=2" target="_blank">Spring 2018 Midterm Q1</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa17_Final.pdf#page=2" target="_blank">Fall 2017 Final Q1</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp17_Final.pdf#page=2" target="_blank">Spring 2017 Final Q1</a></li>
                         <!--
                         <li>Spring 2017 Practice Final Q1</li>
                         -->
-                        <li><a href="https://www.data8.org/su24/exams/Sp17_Midterm.pdf#page=2" target="_blank">Spring 2017 Midterm Q1</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp17_Midterm.pdf#page=2" target="_blank">Spring 2017 Midterm Q1</a></li>
                         <!--
                         <li>Summer 2017 Midterm Q1</li>
                         -->
-                        <li><a href="https://www.data8.org/su24/exams/Fa16_Final.pdf#page=10" target="_blank">Fall 2016 Final Q9</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa16_Final.pdf#page=10" target="_blank">Fall 2016 Final Q9</a></li>
                     </ul>
                 </div>
             </div>
@@ -50,45 +50,45 @@
                 <button onclick="toggleVisibility('htestingContent')" style="background-color: #3C5D5D;">Standard Hypothesis Testing</button>
                 <div id="htestingContent" class="dropdownContent">
                     <ul>
-                        <li><a href="https://www.data8.org/su24/exams/Sp24_Midterm.pdf#page=12" target="_blank">Spring 2024 Midterm Q4e</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp24_Midterm.pdf#page=14" target="_blank">Spring 2024 Midterm Q5</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa23_Midterm.pdf#page=15" target="_blank">Fall 2023 Midterm Q5 (a - c, e - f)</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa23_Midterm.pdf#page=12" target="_blank">Fall 2023 Midterm Q4f</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa23_Midterm.pdf#page=2" target="_blank">Fall 2023 Midterm Q1 (d, f)</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp22_Final.pdf#page=18" target="_blank">Spring 2022 Final Q6e</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp22_Final.pdf#page=3" target="_blank">Spring 2022 Final Q1k</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp22_Midterm.pdf#page=13" target="_blank">Spring 2022 Midterm Q4</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa21_Final.pdf#page=7" target="_blank">Fall 2021 Final Q6</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa21_Midterm.pdf#page=10" target="_blank">Fall 2021 Midterm Q6</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp21_Final.pdf#page=7" target="_blank">Spring 2021 Final Q1b</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp21_Midterm.pdf#page=15" target="_blank">Spring 2021 Midterm Q5</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa20_Final.pdf#page=18" target="_blank">Fall 2020 Final Q7</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa20_Midterm.pdf#page=14" target="_blank">Fall 2020 Midterm Q7</a></li>
-                        <li><a href ="https://www.data8.org/su24/exams/Sp20_Midterm.pdf#page=8" target = "_blank"> Spring 2020 Midterm Q4 (a - c)</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp20_Midterm.pdf#page=7" target = "_blank">Spring 2020 Midterm Q3k</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa19_Midterm.pdf#page=11" target="_blank">Fall 2019 Midterm Q6</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa19_Midterm.pdf#page=5" target="_blank">Fall 2019 Midterm Q3 (e - g, h, i)</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp19_Final.pdf#page=8" target="_blank">Spring 2019 Final Q5</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp19_Midterm.pdf#page=11" target="_blank">Spring 2019 Midterm Q6</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp19_Midterm.pdf#page=3" target="_blank">Spring 2019 Midterm Q2a</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa18_Final.pdf#page=7" target="_blank">Fall 2018 Final Q4 (f - h)</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa18_Midterm.pdf#page=4" target="_blank">Fall 2018 Midterm Q3</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp18_Final.pdf#page=9" target="_blank">Spring 2018 Final Q8</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp18_Final.pdf#page=13" target="_blank">Spring 2018 Final Q11</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp18_Midterm.pdf#page=5" target="_blank">Spring 2018 Midterm Q5 (b - d)</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp18_Midterm.pdf#page=4" target="_blank">Spring 2018 Midterm Q4</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa17_Final.pdf#page=5" target="_blank">Fall 2017 Final Q3</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp24_Midterm.pdf#page=12" target="_blank">Spring 2024 Midterm Q4e</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp24_Midterm.pdf#page=14" target="_blank">Spring 2024 Midterm Q5</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa23_Midterm.pdf#page=15" target="_blank">Fall 2023 Midterm Q5 (a - c, e - f)</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa23_Midterm.pdf#page=12" target="_blank">Fall 2023 Midterm Q4f</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa23_Midterm.pdf#page=2" target="_blank">Fall 2023 Midterm Q1 (d, f)</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp22_Final.pdf#page=18" target="_blank">Spring 2022 Final Q6e</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp22_Final.pdf#page=3" target="_blank">Spring 2022 Final Q1k</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp22_Midterm.pdf#page=13" target="_blank">Spring 2022 Midterm Q4</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa21_Final.pdf#page=7" target="_blank">Fall 2021 Final Q6</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa21_Midterm.pdf#page=10" target="_blank">Fall 2021 Midterm Q6</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp21_Final.pdf#page=7" target="_blank">Spring 2021 Final Q1b</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp21_Midterm.pdf#page=15" target="_blank">Spring 2021 Midterm Q5</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa20_Final.pdf#page=18" target="_blank">Fall 2020 Final Q7</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa20_Midterm.pdf#page=14" target="_blank">Fall 2020 Midterm Q7</a></li>
+                        <li><a href ="https://www.data8.org/fa24/exams/Sp20_Midterm.pdf#page=8" target = "_blank"> Spring 2020 Midterm Q4 (a - c)</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp20_Midterm.pdf#page=7" target = "_blank">Spring 2020 Midterm Q3k</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa19_Midterm.pdf#page=11" target="_blank">Fall 2019 Midterm Q6</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa19_Midterm.pdf#page=5" target="_blank">Fall 2019 Midterm Q3 (e - g, h, i)</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp19_Final.pdf#page=8" target="_blank">Spring 2019 Final Q5</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp19_Midterm.pdf#page=11" target="_blank">Spring 2019 Midterm Q6</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp19_Midterm.pdf#page=3" target="_blank">Spring 2019 Midterm Q2a</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa18_Final.pdf#page=7" target="_blank">Fall 2018 Final Q4 (f - h)</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa18_Midterm.pdf#page=4" target="_blank">Fall 2018 Midterm Q3</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp18_Final.pdf#page=9" target="_blank">Spring 2018 Final Q8</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp18_Final.pdf#page=13" target="_blank">Spring 2018 Final Q11</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp18_Midterm.pdf#page=5" target="_blank">Spring 2018 Midterm Q5 (b - d)</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp18_Midterm.pdf#page=4" target="_blank">Spring 2018 Midterm Q4</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa17_Final.pdf#page=5" target="_blank">Fall 2017 Final Q3</a></li>
                         <!--
                         <li>Spring 2017 Practice Final Q4</li>
                         -->
-                        <li><a href="https://www.data8.org/su24/exams/Sp17_Final.pdf#page=3" target="_blank">Spring 2017 Final Q2</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp17_Midterm.pdf#page=5" target="_blank">Spring 2017 Midterm Q4</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp17_Final.pdf#page=3" target="_blank">Spring 2017 Final Q2</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp17_Midterm.pdf#page=5" target="_blank">Spring 2017 Midterm Q4</a></li>
                         <!--
                         <li>Summer 2017 Midterm Q4</li>
                         -->
-                        <li><a href="https://www.data8.org/su24/exams/Fa16_Final.pdf#page=16" target="_blank">Fall 2016 Final Q15</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa16_Final.pdf#page=14" target="_blank">Fall 2016 Final Q13</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa16_Final.pdf#page=5" target="_blank">Fall 2016 Final Q4</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa16_Final.pdf#page=16" target="_blank">Fall 2016 Final Q15</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa16_Final.pdf#page=14" target="_blank">Fall 2016 Final Q13</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa16_Final.pdf#page=5" target="_blank">Fall 2016 Final Q4</a></li>
                     </ul>
                 </div>
             </div>
@@ -98,46 +98,46 @@
                 <button onclick="toggleVisibility('histContent')" style="background-color:#4C5D46;">Histograms/ Visualizations</button>
                 <div id="histContent" class="dropdownContent">
                     <ul>
-                        <li><a href="https://www.data8.org/su24/exams/Sp24_Midterm.pdf#page=9" target="_blank">Spring 2024 Midterm Q4a</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa23_Midterm.pdf#page=13" target="_blank">Fall 2023 Midterm Q4g</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa23_Midterm.pdf#page=2" target="_blank">Fall 2023 Midterm Q1g</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp22_Final.pdf#page=19" target="_blank">Spring 2022 Final Q7(a, b)</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp22_Final.pdf#page=9" target="_blank">Spring 2022 Final Q3h</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp22_Midterm.pdf#page=8" target="_blank">Spring 2022 Midterm Q2</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp22_Midterm.pdf#page=6" target="_blank">Spring 2022 Midterm Q1e</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa21_Final.pdf#page=4" target="_blank">Fall 2021 Final Q3</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa21_Midterm.pdf#page=18" target="_blank">Fall 2021 Midterm Q9</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa21_Midterm.pdf#page=11" target="_blank">Fall 2021 Midterm Q6b</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa21_Midterm.pdf#page=8" target="_blank">Fall 2021 Midterm Q5</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp21_Final.pdf#page=29" target="_blank">Spring 2021 Final Q7 (a - c)</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp21_Midterm.pdf#page=23" target="_blank">Spring 2021 Midterm Q7</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp21_Midterm.pdf#page=18" target="_blank">Spring 2021 Midterm Q6</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa20_Final.pdf#page=11" target="_blank">Fall 2020 Final Q5b</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa20_Final.pdf#page=9" target="_blank">Fall 2020 Final Q4g</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa20_Midterm.pdf#page=6" target="_blank">Fall 2020 Midterm Q3</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa20_Midterm.pdf#page=5" target="_blank">Fall 2020 Midterm Q2</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp20_Midterm.pdf#page=5" target="_blank">Spring 2020 Midterm Q3 (a - d)</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp20_Midterm.pdf#page=3" target="_blank">Spring 2020 Midterm Q2 (a - d)</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa19_Midterm.pdf#page=9" target="_blank">Fall 2019 Midterm Q5</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa19_Midterm.pdf#page=3" target="_blank">Fall 2019 Midterm Q2 (a - d)</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp19_Midterm.pdf#page=7" target="_blank">Spring 2019 Midterm Q4</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp19_Midterm.pdf#page=4" target="_blank">Spring 2019 Midterm Q2b</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa18_Final.pdf#page=3" target="_blank">Fall 2018 Final Q2a</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa18_Midterm.pdf#page=2" target="_blank">Fall 2018 Midterm Q1</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp18_Midterm.pdf#page=6" target="_blank">Spring 2018 Midterm Q6</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp24_Midterm.pdf#page=9" target="_blank">Spring 2024 Midterm Q4a</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa23_Midterm.pdf#page=13" target="_blank">Fall 2023 Midterm Q4g</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa23_Midterm.pdf#page=2" target="_blank">Fall 2023 Midterm Q1g</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp22_Final.pdf#page=19" target="_blank">Spring 2022 Final Q7(a, b)</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp22_Final.pdf#page=9" target="_blank">Spring 2022 Final Q3h</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp22_Midterm.pdf#page=8" target="_blank">Spring 2022 Midterm Q2</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp22_Midterm.pdf#page=6" target="_blank">Spring 2022 Midterm Q1e</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa21_Final.pdf#page=4" target="_blank">Fall 2021 Final Q3</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa21_Midterm.pdf#page=18" target="_blank">Fall 2021 Midterm Q9</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa21_Midterm.pdf#page=11" target="_blank">Fall 2021 Midterm Q6b</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa21_Midterm.pdf#page=8" target="_blank">Fall 2021 Midterm Q5</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp21_Final.pdf#page=29" target="_blank">Spring 2021 Final Q7 (a - c)</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp21_Midterm.pdf#page=23" target="_blank">Spring 2021 Midterm Q7</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp21_Midterm.pdf#page=18" target="_blank">Spring 2021 Midterm Q6</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa20_Final.pdf#page=11" target="_blank">Fall 2020 Final Q5b</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa20_Final.pdf#page=9" target="_blank">Fall 2020 Final Q4g</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa20_Midterm.pdf#page=6" target="_blank">Fall 2020 Midterm Q3</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa20_Midterm.pdf#page=5" target="_blank">Fall 2020 Midterm Q2</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp20_Midterm.pdf#page=5" target="_blank">Spring 2020 Midterm Q3 (a - d)</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp20_Midterm.pdf#page=3" target="_blank">Spring 2020 Midterm Q2 (a - d)</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa19_Midterm.pdf#page=9" target="_blank">Fall 2019 Midterm Q5</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa19_Midterm.pdf#page=3" target="_blank">Fall 2019 Midterm Q2 (a - d)</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp19_Midterm.pdf#page=7" target="_blank">Spring 2019 Midterm Q4</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp19_Midterm.pdf#page=4" target="_blank">Spring 2019 Midterm Q2b</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa18_Final.pdf#page=3" target="_blank">Fall 2018 Final Q2a</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa18_Midterm.pdf#page=2" target="_blank">Fall 2018 Midterm Q1</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp18_Midterm.pdf#page=6" target="_blank">Spring 2018 Midterm Q6</a></li>
                         <!--
                         <li>Spring 2017 Practice Final Q2</li>
                         -->
-                        <li><a href="https://www.data8.org/su24/exams/Sp17_Midterm.pdf#page=3" target="_blank">Spring 2017 Midterm Q2</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp17_Midterm.pdf#page=3" target="_blank">Spring 2017 Midterm Q2</a></li>
                         <!--
                         <li>Summer 2017 Midterm Q3</li>
                         -->
-                        <li><a href="https://www.data8.org/su24/exams/Fa16_Final.pdf#page=15" target="_blank">Fall 2016 Final Q14</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa16_Final.pdf#page=12" target="_blank">Fall 2016 Final Q11</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa16_Final.pdf#page=11" target="_blank">Fall 2016 Final Q10</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa16_Final.pdf#page=9" target="_blank">Fall 2016 Final Q8</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa16_Final.pdf#page=7" target="_blank">Fall 2016 Final Q6</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa16_Final.pdf#page=3" target="_blank">Fall 2016 Final Q2</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa16_Final.pdf#page=15" target="_blank">Fall 2016 Final Q14</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa16_Final.pdf#page=12" target="_blank">Fall 2016 Final Q11</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa16_Final.pdf#page=11" target="_blank">Fall 2016 Final Q10</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa16_Final.pdf#page=9" target="_blank">Fall 2016 Final Q8</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa16_Final.pdf#page=7" target="_blank">Fall 2016 Final Q6</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa16_Final.pdf#page=3" target="_blank">Fall 2016 Final Q2</a></li>
                     </ul>
                 </div>
             </div>
@@ -149,22 +149,22 @@
             <button onclick="toggleVisibility('functionsContent')">Functions</button>
             <div id="functionsContent" class="dropdownContent">
             <ul>
-                <li><a href="https://www.data8.org/su24/exams/Fa23_Midterm.pdf#page=8" target="_blank">Fall 2023 Midterm Q4a</a></li>
-                <li><a href="https://www.data8.org/su24/exams/Fa23_Midterm.pdf#page=3" target="_blank">Fall 2023 Midterm Q1L</a></li>
-                    <li><a href="https://www.data8.org/su24/exams/Sp22_Final.pdf#page=22" target="_blank">Spring 2022 Final Q7h</a></li>
-                    <li><a href="https://www.data8.org/su24/exams/Sp22_Final.pdf#page=17" target="_blank">Spring 2022 Final Q6d</a></li>
-                    <li><a href="https://www.data8.org/su24/exams/Fa21_Final.pdf#page=8" target="_blank">Fall 2021 Final Q6f</a></li>
-                    <li><a href="https://www.data8.org/su24/exams/Fa21_Final.pdf#page=7" target="_blank">Fall 2021 Final Q6a</a></li>
-                    <li><a href="https://www.data8.org/su24/exams/Fa21_Final.pdf#page=3" target="_blank">Fall 2021 Final Q2d</a></li>
-                    <li><a href="https://www.data8.org/su24/exams/Fa21_Final.pdf#page=2" target="_blank">Fall 2021 Final Q1</a></li>
-                    <li><a href="https://www.data8.org/su24/exams/Fa21_Midterm.pdf#page=14" target="_blank">Fall 2021 Midterm Q8a</a></li>
+                <li><a href="https://www.data8.org/fa24/exams/Fa23_Midterm.pdf#page=8" target="_blank">Fall 2023 Midterm Q4a</a></li>
+                <li><a href="https://www.data8.org/fa24/exams/Fa23_Midterm.pdf#page=3" target="_blank">Fall 2023 Midterm Q1L</a></li>
+                    <li><a href="https://www.data8.org/fa24/exams/Sp22_Final.pdf#page=22" target="_blank">Spring 2022 Final Q7h</a></li>
+                    <li><a href="https://www.data8.org/fa24/exams/Sp22_Final.pdf#page=17" target="_blank">Spring 2022 Final Q6d</a></li>
+                    <li><a href="https://www.data8.org/fa24/exams/Fa21_Final.pdf#page=8" target="_blank">Fall 2021 Final Q6f</a></li>
+                    <li><a href="https://www.data8.org/fa24/exams/Fa21_Final.pdf#page=7" target="_blank">Fall 2021 Final Q6a</a></li>
+                    <li><a href="https://www.data8.org/fa24/exams/Fa21_Final.pdf#page=3" target="_blank">Fall 2021 Final Q2d</a></li>
+                    <li><a href="https://www.data8.org/fa24/exams/Fa21_Final.pdf#page=2" target="_blank">Fall 2021 Final Q1</a></li>
+                    <li><a href="https://www.data8.org/fa24/exams/Fa21_Midterm.pdf#page=14" target="_blank">Fall 2021 Midterm Q8a</a></li>
                     <!--> This one don't match
-                    <li><a href="https://www.data8.org/su24/exams/Fa21_Midterm.pdf#page=3" target="_blank">Fall 2021 Midterm Q4 (h, i)</c></li>
+                    <li><a href="https://www.data8.org/fa24/exams/Fa21_Midterm.pdf#page=3" target="_blank">Fall 2021 Midterm Q4 (h, i)</c></li>
                     -->
-                    <li><a href="https://www.data8.org/su24/exams/Fa20_Final.pdf#page=10" target="_blank">Fall 2020 Final Q5a</a></li>
-                    <li><a href="https://www.data8.org/su24/exams/Sp20_Midterm.pdf#page=6" target="_blank">Spring 2020 Midterm Q3h</a></li>
-                    <li><a href="https://www.data8.org/su24/exams/Sp19_Midterm.pdf#page=9" target="_blank">Spring 2019 Midterm Q4d</a></li>
-                    <li><a href="https://www.data8.org/su24/exams/Fa18_Midterm.pdf#page=3" target="_blank">Fall 2018 Midterm Q2g</a></li>
+                    <li><a href="https://www.data8.org/fa24/exams/Fa20_Final.pdf#page=10" target="_blank">Fall 2020 Final Q5a</a></li>
+                    <li><a href="https://www.data8.org/fa24/exams/Sp20_Midterm.pdf#page=6" target="_blank">Spring 2020 Midterm Q3h</a></li>
+                    <li><a href="https://www.data8.org/fa24/exams/Sp19_Midterm.pdf#page=9" target="_blank">Spring 2019 Midterm Q4d</a></li>
+                    <li><a href="https://www.data8.org/fa24/exams/Fa18_Midterm.pdf#page=3" target="_blank">Fall 2018 Midterm Q2g</a></li>
                 </ul>
             </div>
         </div>
@@ -174,15 +174,15 @@
                 <button onclick="toggleVisibility('iterationContent')" style="background-color: #3C5D5D;">Iteration</button>
                 <div id="iterationContent" class="dropdownContent">
                     <ul>
-                        <li><a href="https://www.data8.org/su24/exams/Sp24_Midterm.pdf#page=6" target="_blank">Spring 2024 Midterm Q2b</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa21_Midterm.pdf#page=15" target="_blank">Fall 2021 Midterm Q8b</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa20_Midterm.pdf#page=7" target="_blank">Fall 2020 Midterm Q4 (f, g)</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa19_Midterm.pdf#page=5" target="_blank">Fall 2019 Midterm Q3g</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp19_Midterm.pdf#page=12" target="_blank">Spring 2019 Midterm Q6d</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp19_Midterm.pdf#page=4" target="_blank">Spring 2019 Midterm Q2c</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa18_Midterm.pdf#page=5" target="_blank">Fall 2018 Midterm Q3d</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp18_Midterm.pdf#page=3" target="_blank">Spring 2018 Midterm Q2</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp17_Midterm.pdf#page=4" target="_blank">Spring 2017 Midterm Q3b</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp24_Midterm.pdf#page=6" target="_blank">Spring 2024 Midterm Q2b</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa21_Midterm.pdf#page=15" target="_blank">Fall 2021 Midterm Q8b</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa20_Midterm.pdf#page=7" target="_blank">Fall 2020 Midterm Q4 (f, g)</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa19_Midterm.pdf#page=5" target="_blank">Fall 2019 Midterm Q3g</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp19_Midterm.pdf#page=12" target="_blank">Spring 2019 Midterm Q6d</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp19_Midterm.pdf#page=4" target="_blank">Spring 2019 Midterm Q2c</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa18_Midterm.pdf#page=5" target="_blank">Fall 2018 Midterm Q3d</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp18_Midterm.pdf#page=3" target="_blank">Spring 2018 Midterm Q2</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp17_Midterm.pdf#page=4" target="_blank">Spring 2017 Midterm Q3b</a></li>
                     </ul>
                 </div>
             </div>
@@ -192,17 +192,17 @@
                 <button onclick="toggleVisibility('confidenceContent')" style="background-color: #4C5D46;">Confidence Intervals</button>
                 <div id="confidenceContent" class="dropdownContent">
                     <ul>
-                        <li><a href="https://www.data8.org/su24/exams/Sp22_Final.pdf#page=7" target="_blank">Spring 2022 Final Q3 (a - g)</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp22_Final.pdf#page=2" target="_blank">Spring 2022 Final Q1f</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa21_Final.pdf#page=13" target="_blank">Fall 2021 Final Q10</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa21_Final.pdf#page=12" target="_blank">Fall 2021 Final Q9</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa21_Final.pdf#page=6" target="_blank">Fall 2021 Final Q5b</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp21_Final.pdf#page=22" target="_blank">Spring 2021 Final Q4 (d - h)</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp21_Final.pdf#page=10" target="_blank">Spring 2021 Final Q2 (d, e)</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa20_Final.pdf#page=15" target="_blank">Fall 2020 Final Q6</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp19_Final.pdf#page=15" target="_blank">Spring 2019 Final Q10f</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp18_Final.pdf#page=6" target="_blank">Spring 2018 Final Q6</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp18_Final.pdf#page=2" target="_blank">Spring 2018 Final Q1</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp22_Final.pdf#page=7" target="_blank">Spring 2022 Final Q3 (a - g)</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp22_Final.pdf#page=2" target="_blank">Spring 2022 Final Q1f</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa21_Final.pdf#page=13" target="_blank">Fall 2021 Final Q10</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa21_Final.pdf#page=12" target="_blank">Fall 2021 Final Q9</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa21_Final.pdf#page=6" target="_blank">Fall 2021 Final Q5b</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp21_Final.pdf#page=22" target="_blank">Spring 2021 Final Q4 (d - h)</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp21_Final.pdf#page=10" target="_blank">Spring 2021 Final Q2 (d, e)</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa20_Final.pdf#page=15" target="_blank">Fall 2020 Final Q6</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp19_Final.pdf#page=15" target="_blank">Spring 2019 Final Q10f</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp18_Final.pdf#page=6" target="_blank">Spring 2018 Final Q6</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp18_Final.pdf#page=2" target="_blank">Spring 2018 Final Q1</a></li>
                     </ul>
                 </div>
             </div>
@@ -215,12 +215,12 @@
             <button onclick="toggleVisibility('pythonPracticeContent')">Python Practice</button>
             <div id="pythonPracticeContent" class="dropdownContent">
             <ul>
-                <li><a href="https://www.data8.org/su24/exams/Sp24_Midterm.pdf#page=5" target="_blank">Spring 2024 Midterm Q2b</a></li>
-                <li><a href="https://www.data8.org/su24/exams/Sp21_Midterm.pdf#page=9" target="_blank">Spring 2021 Midterm Q2</a></li>
-                <li><a href="https://www.data8.org/su24/exams/Fa20_Midterm.pdf#page=7" target="_blank">Fall 2020 Midterm Q4 (a - e)</a></li>
-                <li><a href="https://www.data8.org/su24/exams/Fa19_Midterm.pdf#page=2" target="_blank">Fall 2019 Midterm Q1</a></li>
-                <li><a href="https://www.data8.org/su24/exams/Sp19_Final.pdf#page=3" target="_blank">Spring 2019 Final Q1</a></li>
-                <li><a href="https://www.data8.org/su24/exams/Sp19_Midterm.pdf#page=3" target="_blank">Spring 2019 Midterm Q1</a></li>
+                <li><a href="https://www.data8.org/fa24/exams/Sp24_Midterm.pdf#page=5" target="_blank">Spring 2024 Midterm Q2b</a></li>
+                <li><a href="https://www.data8.org/fa24/exams/Sp21_Midterm.pdf#page=9" target="_blank">Spring 2021 Midterm Q2</a></li>
+                <li><a href="https://www.data8.org/fa24/exams/Fa20_Midterm.pdf#page=7" target="_blank">Fall 2020 Midterm Q4 (a - e)</a></li>
+                <li><a href="https://www.data8.org/fa24/exams/Fa19_Midterm.pdf#page=2" target="_blank">Fall 2019 Midterm Q1</a></li>
+                <li><a href="https://www.data8.org/fa24/exams/Sp19_Final.pdf#page=3" target="_blank">Spring 2019 Final Q1</a></li>
+                <li><a href="https://www.data8.org/fa24/exams/Sp19_Midterm.pdf#page=3" target="_blank">Spring 2019 Midterm Q1</a></li>
             </ul>
             </div>
         </div>
@@ -230,16 +230,16 @@
                 <button onclick="toggleVisibility('bootstrapContent')" style="background-color: #3C5D5D;">Bootstrap</button>
                 <div id="bootstrapContent" class="dropdownContent">
                     <ul>
-                        <li><a href="https://www.data8.org/su24/exams/Sp22_Final.pdf#page=16" target="_blank">Spring 2022 Final Q6c</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa21_Final.pdf#page=13" target="_blank">Fall 2021 Final Q10</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa21_Final.pdf#page=5" target="_blank">Fall 2021 Final Q5a</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa20_Final.pdf#page=20" target="_blank">Fall 2020 Final Q7 (c - f)</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa20_Final.pdf#page=14" target="_blank">Fall 2020 Final Q5h</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa18_Final.pdf#page=5" target="_blank">Fall 2018 Final Q5</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa18_Final.pdf#page=5" target="_blank">Fall 2018 Final Q3</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa16_Final.pdf#page=17" target="_blank">Fall 2016 Final Q16</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa16_Final.pdf#page=13" target="_blank">Fall 2016 Final Q12</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa16_Final.pdf#page=8" target="_blank">Fall 2016 Final Q7</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp22_Final.pdf#page=16" target="_blank">Spring 2022 Final Q6c</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa21_Final.pdf#page=13" target="_blank">Fall 2021 Final Q10</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa21_Final.pdf#page=5" target="_blank">Fall 2021 Final Q5a</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa20_Final.pdf#page=20" target="_blank">Fall 2020 Final Q7 (c - f)</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa20_Final.pdf#page=14" target="_blank">Fall 2020 Final Q5h</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa18_Final.pdf#page=5" target="_blank">Fall 2018 Final Q5</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa18_Final.pdf#page=5" target="_blank">Fall 2018 Final Q3</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa16_Final.pdf#page=17" target="_blank">Fall 2016 Final Q16</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa16_Final.pdf#page=13" target="_blank">Fall 2016 Final Q12</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa16_Final.pdf#page=8" target="_blank">Fall 2016 Final Q7</a></li>
                     </ul>
                 </div>
             </div>
@@ -249,15 +249,15 @@
                 <button onclick="toggleVisibility('ABContent')" style="background-color: #4C5D46;">A/B Testing</button>
                 <div id="ABContent" class="dropdownContent">
                     <ul>
-                        <li><a href="https://www.data8.org/su24/exams/Fa23_Midterm.pdf#page=2" target="_blank">Fall 2023 Midterm Q1 (e, i)</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa21_Midterm.pdf#page=13" target="_blank">Fall 2021 Midterm Q7</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa21_Midterm.pdf#page=8" target="_blank">Fall 2021 Midterm Q5</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp21_Final.pdf#page=3" target="_blank">Spring 2021 Final Q1a</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa21_Midterm.pdf#page=6" target="_blank">Spring 2021 Midterm Q3</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa20_Midterm.pdf#page=18" target="_blank">Fall 2020 Midterm Q8</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp20_Midterm.pdf#page=9" target="_blank">Spring 2020 Midterm Q4 (d, e)</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp19_Midterm.pdf#page=14" target="_blank">Spring 2019 Midterm Q7</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp19_Midterm.pdf#page=10" target="_blank">Fall 2018 Final Q6</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa23_Midterm.pdf#page=2" target="_blank">Fall 2023 Midterm Q1 (e, i)</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa21_Midterm.pdf#page=13" target="_blank">Fall 2021 Midterm Q7</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa21_Midterm.pdf#page=8" target="_blank">Fall 2021 Midterm Q5</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp21_Final.pdf#page=3" target="_blank">Spring 2021 Final Q1a</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa21_Midterm.pdf#page=6" target="_blank">Spring 2021 Midterm Q3</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa20_Midterm.pdf#page=18" target="_blank">Fall 2020 Midterm Q8</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp20_Midterm.pdf#page=9" target="_blank">Spring 2020 Midterm Q4 (d, e)</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp19_Midterm.pdf#page=14" target="_blank">Spring 2019 Midterm Q7</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp19_Midterm.pdf#page=10" target="_blank">Fall 2018 Final Q6</a></li>
                     </ul>
                 </div>
             </div>
@@ -271,14 +271,14 @@
                 <button onclick="toggleVisibility('samplingContent')">Sampling</button>
                 <div id="samplingContent" class="dropdownContent">
                     <ul>
-                        <li><a href="https://www.data8.org/su24/exams/Fa23_Midterm.pdf#page=5" target="_blank">Fall 2023 Midterm Q2b (i - i.v)</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa21_Midterm.pdf#page=16" target="_blank">Fall 2021 Midterm Q8 (c, d)</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa23_Midterm.pdf#page=5" target="_blank">Fall 2023 Midterm Q2b (i - i.v)</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa21_Midterm.pdf#page=16" target="_blank">Fall 2021 Midterm Q8 (c, d)</a></li>
                         <!--
                         <li>Spring 2017 Practice Final Q5</li>
                         -->
-                        <li><a href="https://www.data8.org/su24/exams/Fa17_Final.pdf#page=3" target="_blank">Fall 2017 Final Q2 (e - h)</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa17_Final.pdf#page=9" target="_blank">Fall 2017 Final Q6</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp17_Final.pdf#page=4" target="_blank">Spring 2017 Final Q3</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa17_Final.pdf#page=3" target="_blank">Fall 2017 Final Q2 (e - h)</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa17_Final.pdf#page=9" target="_blank">Fall 2017 Final Q6</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp17_Final.pdf#page=4" target="_blank">Spring 2017 Final Q3</a></li>
                     </ul>
                 </div>
             </div>
@@ -288,12 +288,12 @@
                 <button onclick="toggleVisibility('centerContent')" style="background-color: #3C5D5D;">Center and Spread</button>
                 <div id="centerContent" class="dropdownContent">
                     <ul>
-                        <li><a href="https://www.data8.org/su24/exams/Fa23_Midterm.pdf#page=6" target="_blank">Fall 2023 Midterm Q2b (vi)</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa23_Midterm.pdf#page=3" target="_blank">Fall 2023 Midterm Q1j</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp22_Final.pdf#page=3" target="_blank">Spring 2022 Final Q1 (i, j)</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp21_Final.pdf#page=12" target="_blank">Spring 2021 Final Q2f</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa20_Final.pdf#page=15" target="_blank">Fall 2020 Final Q6f</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp18_Final.pdf#page=2" target="_blank">Spring 2018 Final Q2</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa23_Midterm.pdf#page=6" target="_blank">Fall 2023 Midterm Q2b (vi)</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa23_Midterm.pdf#page=3" target="_blank">Fall 2023 Midterm Q1j</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp22_Final.pdf#page=3" target="_blank">Spring 2022 Final Q1 (i, j)</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp21_Final.pdf#page=12" target="_blank">Spring 2021 Final Q2f</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa20_Final.pdf#page=15" target="_blank">Fall 2020 Final Q6f</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp18_Final.pdf#page=2" target="_blank">Spring 2018 Final Q2</a></li>
                     </ul>
                 </div>
             </div>
@@ -303,10 +303,10 @@
                 <button onclick="toggleVisibility('averagesContent')" style="background-color: #4C5D46;">Law of Averages</button>
                 <div id="averagesContent" class="dropdownContent">
                     <ul>
-                        <li><a href="https://www.data8.org/su24/exams/Fa23_Midterm.pdf#page=2" target="_blank">Fall 2023 Midterm Q1c</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa18_Midterm.pdf#page=5" target="_blank">Fall 2018 Midterm Q3f</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp18_Midterm.pdf#page=5" target="_blank">Spring 2018 Midterm Q5a</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp17_Midterm.pdf#page=4" target="_blank">Spring 2017 Midterm Q3c</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa23_Midterm.pdf#page=2" target="_blank">Fall 2023 Midterm Q1c</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa18_Midterm.pdf#page=5" target="_blank">Fall 2018 Midterm Q3f</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp18_Midterm.pdf#page=5" target="_blank">Spring 2018 Midterm Q5a</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp17_Midterm.pdf#page=4" target="_blank">Spring 2017 Midterm Q3c</a></li>
                     </ul>
                 </div>
             </div>
@@ -319,9 +319,9 @@
                 <button onclick="toggleVisibility('samplemeansContent')">Sample Means</button>
                 <div id="samplemeansContent" class="dropdownContent">
                     <ul>
-                        <li><a href="https://www.data8.org/su24/exams/Sp22_Final.pdf#page=7" target="_blank">Spring 2022 Final Q3 (b - c, f)</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa21_Final.pdf#page=6" target="_blank">Fall 2021 Final Q5b</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp21_Final.pdf#page=9" target="_blank">Spring 2021 Final Q2 (a - d)</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp22_Final.pdf#page=7" target="_blank">Spring 2022 Final Q3 (b - c, f)</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa21_Final.pdf#page=6" target="_blank">Fall 2021 Final Q5b</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp21_Final.pdf#page=9" target="_blank">Spring 2021 Final Q2 (a - d)</a></li>
                     </ul>
                 </div>
             </div>
@@ -331,10 +331,10 @@
                 <button onclick="toggleVisibility('cltContent')" style="background-color: #3C5D5D;">Central Limit Theorem</button>
                 <div id="cltContent" class="dropdownContent">
                     <ul>
-                        <li><a href="https://www.data8.org/su24/exams/Sp22_Final.pdf#page=3" target="_blank">Spring 2022 Final Q1(i, j)</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp22_Final.pdf#page=3" target="_blank">Spring 2022 Final Q3d</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp21_Final.pdf#page=12" target="_blank">Spring 2021 Final Q2f</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp18_Final.pdf#page=2" target="_blank">Spring 2018 Final Q2</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp22_Final.pdf#page=3" target="_blank">Spring 2022 Final Q1(i, j)</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp22_Final.pdf#page=3" target="_blank">Spring 2022 Final Q3d</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp21_Final.pdf#page=12" target="_blank">Spring 2021 Final Q2f</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp18_Final.pdf#page=2" target="_blank">Spring 2018 Final Q2</a></li>
                     </ul>
                 </div>
             </div>
@@ -344,10 +344,10 @@
                 <button onclick="toggleVisibility('experimentsContent')" style="background-color: #4C5D46;">Experiments</button>
                 <div id="experimentsContent" class="dropdownContent">
                     <ul>
-                        <li><a href="https://www.data8.org/su24/exams/Sp24_Midterm.pdf#page=6" target="_blank">Spring 2024 Midterm Q2b</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa23_Midterm.pdf#page=2" target="_blank">Fall 2023 Midterm Q1h</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa20_Midterm.pdf#page=3" target="_blank">Fall 2020 Midterm Q1</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp18_Final.pdf#page=3" target="_blank">Spring 2018 Final Q3</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp24_Midterm.pdf#page=6" target="_blank">Spring 2024 Midterm Q2b</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa23_Midterm.pdf#page=2" target="_blank">Fall 2023 Midterm Q1h</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa20_Midterm.pdf#page=3" target="_blank">Fall 2020 Midterm Q1</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp18_Final.pdf#page=3" target="_blank">Spring 2018 Final Q3</a></li>
                         <!--
                         <li>Summer 2017 Midterm Q2</li>
                         -->
@@ -363,18 +363,18 @@
                 <button onclick="toggleVisibility('corrContent')">Correlation/Regression/Least Squares</button>
                 <div id="corrContent" class="dropdownContent">
                     <ul>
-                        <li><a href="https://www.data8.org/su24/exams/Sp22_Final.pdf#page=2" target="_blank">Spring 2022 Final Q1 (a, f, g, n)</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp22_Final.pdf#page=14" target="_blank">Spring 2022 Final Q6 (a - d)</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa21_Final.pdf#page=8" target="_blank">Fall 2021 Final Q7</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp21_Final.pdf#page=18" target="_blank">Spring 2021 Final Q4 (a - c)</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa20_Final.pdf#page=11" target="_blank">Fall 2020 Final Q5 (c, d)</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp19_Final.pdf#page=12" target="_blank">Spring 2019 Final Q10 (a - e)</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa18_Final.pdf#page=3" target="_blank">Fall 2018 Final Q2</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa17_Final.pdf#page=12" target="_blank">Fall 2017 Final Q10</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp22_Final.pdf#page=2" target="_blank">Spring 2022 Final Q1 (a, f, g, n)</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp22_Final.pdf#page=14" target="_blank">Spring 2022 Final Q6 (a - d)</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa21_Final.pdf#page=8" target="_blank">Fall 2021 Final Q7</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp21_Final.pdf#page=18" target="_blank">Spring 2021 Final Q4 (a - c)</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa20_Final.pdf#page=11" target="_blank">Fall 2020 Final Q5 (c, d)</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp19_Final.pdf#page=12" target="_blank">Spring 2019 Final Q10 (a - e)</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa18_Final.pdf#page=3" target="_blank">Fall 2018 Final Q2</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa17_Final.pdf#page=12" target="_blank">Fall 2017 Final Q10</a></li>
                         <!--
                         <li>Spring 2017 Practice Final Q3 (a - c)</li>
                         -->
-                        <li><a href="https://www.data8.org/su24/exams/Sp17_Final.pdf#page=5" target="_blank">Spring 2017 Final Q4</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp17_Final.pdf#page=5" target="_blank">Spring 2017 Final Q4</a></li>
                     </ul>
                 </div>
             </div>
@@ -384,19 +384,19 @@
                 <button onclick="toggleVisibility('resContent')" style="background-color:#3C5D5D;">Residuals/Regression Inference</button>
                 <div id="resContent" class="dropdownContent">
                     <ul>
-                        <li><a href="https://www.data8.org/su24/exams/Sp22_Final.pdf#page=2" target="_blank">Spring 2022 Final Q1f</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp22_Final.pdf#page=19" target="_blank">Spring 2022 Final Q1m</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp22_Final.pdf#page=9" target="_blank">Spring 2022 Final Q3h</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp21_Final.pdf#page=22" target="_blank">Spring 2021 Final Q4(d - g)</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp21_Final.pdf#page=12" target="_blank">Spring 2021 Final Q2g</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa21_Final.pdf#page=10" target="_blank">Fall 2021 Final Q8</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa20_Final.pdf#page=13" target="_blank">Fall 2020 Final Q5 (e - i)</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp19_Final.pdf#page=9" target="_blank">Spring 2019 Final Q7</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp19_Final.pdf#page=11" target="_blank">Spring 2019 Final Q9</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa18_Final.pdf#page=12" target="_blank">Fall 2018 Final Q7</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp18_Final.pdf#page=7" target="_blank">Spring 2018 Final Q7</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp18_Final.pdf#page=4" target="_blank">Spring 2018 Final Q4</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa16_Final.pdf#page=4" target="_blank">Fall 2016 Final Q3</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp22_Final.pdf#page=2" target="_blank">Spring 2022 Final Q1f</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp22_Final.pdf#page=19" target="_blank">Spring 2022 Final Q1m</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp22_Final.pdf#page=9" target="_blank">Spring 2022 Final Q3h</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp21_Final.pdf#page=22" target="_blank">Spring 2021 Final Q4(d - g)</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp21_Final.pdf#page=12" target="_blank">Spring 2021 Final Q2g</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa21_Final.pdf#page=10" target="_blank">Fall 2021 Final Q8</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa20_Final.pdf#page=13" target="_blank">Fall 2020 Final Q5 (e - i)</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp19_Final.pdf#page=9" target="_blank">Spring 2019 Final Q7</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp19_Final.pdf#page=11" target="_blank">Spring 2019 Final Q9</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa18_Final.pdf#page=12" target="_blank">Fall 2018 Final Q7</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp18_Final.pdf#page=7" target="_blank">Spring 2018 Final Q7</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp18_Final.pdf#page=4" target="_blank">Spring 2018 Final Q4</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa16_Final.pdf#page=4" target="_blank">Fall 2016 Final Q3</a></li>
                     </ul>
                 </div>
             </div>
@@ -406,24 +406,24 @@
                 <button onclick="toggleVisibility('classContent')" style="background-color: #4C5D46;">Classification/Classifiers/Decisions</button>
                 <div id="classContent" class="dropdownContent">
                     <ul>
-                        <li><a href="https://www.data8.org/su24/exams/Sp22_Final.pdf#page=7" target="_blank">Spring 2022 Final Q1 (b - d)</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp22_Final.pdf#page=20" target="_blank">Spring 2022 Final Q7 (c - h)</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa21_Final.pdf#page=17" target="_blank">Fall 2021 Final Q13</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp21_Final.pdf#page=30" target="_blank">Spring 2021 Final Q7 (d - f)</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa20_Final.pdf#page=7" target="_blank">Fall 2020 Final Q4 (a - f)</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa20_Final.pdf#page=24" target="_blank">Fall 2020 Final Q8</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp19_Final.pdf#page=6" target="_blank">Spring 2019 Final Q4</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa18_Final.pdf#page=2" target="_blank">Fall 2018 Final Q1</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp18_Final.pdf#page=10" target="_blank">Spring 2018 Final Q9</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp18_Final.pdf#page=12" target="_blank">Spring 2018 Final Q10</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa17_Final.pdf#page=11" target="_blank">Fall 2017 Final Q9</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa17_Final.pdf#page=9" target="_blank">Fall 2017 Final Q5</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp17_Final.pdf#page=6" target="_blank">Spring 2017 Final Q5</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp22_Final.pdf#page=7" target="_blank">Spring 2022 Final Q1 (b - d)</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp22_Final.pdf#page=20" target="_blank">Spring 2022 Final Q7 (c - h)</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa21_Final.pdf#page=17" target="_blank">Fall 2021 Final Q13</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp21_Final.pdf#page=30" target="_blank">Spring 2021 Final Q7 (d - f)</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa20_Final.pdf#page=7" target="_blank">Fall 2020 Final Q4 (a - f)</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa20_Final.pdf#page=24" target="_blank">Fall 2020 Final Q8</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp19_Final.pdf#page=6" target="_blank">Spring 2019 Final Q4</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa18_Final.pdf#page=2" target="_blank">Fall 2018 Final Q1</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp18_Final.pdf#page=10" target="_blank">Spring 2018 Final Q9</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp18_Final.pdf#page=12" target="_blank">Spring 2018 Final Q10</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa17_Final.pdf#page=11" target="_blank">Fall 2017 Final Q9</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa17_Final.pdf#page=9" target="_blank">Fall 2017 Final Q5</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp17_Final.pdf#page=6" target="_blank">Spring 2017 Final Q5</a></li>
                         <!--
                         <li>Spring 2017 Practice Final Q6</li>
                         -->
-                        <li><a href="https://www.data8.org/su24/exams/Fa16_Final.pdf#page=6" target="_blank">Fall 2016 Final Q5</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa16_Final.pdf#page=2" target="_blank">Fall 2016 Final Q1</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa16_Final.pdf#page=6" target="_blank">Fall 2016 Final Q5</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa16_Final.pdf#page=2" target="_blank">Fall 2016 Final Q1</a></li>
                     </ul>
                 </div>
             </div>
@@ -435,31 +435,31 @@
                 <button onclick="toggleVisibility('probContent')" style="background-color:#6D4F69;">Probability</button>
                 <div id="probContent" class="dropdownContent">
                     <ul>
-                        <li><a href="https://www.data8.org/su24/exams/Sp24_Midterm.pdf#page=4" target="_blank">Spring 2024 Midterm Q2a</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa23_Midterm.pdf#page=4" target="_blank">Fall 2023 Midterm Q2 a(i. - iv.), b( i.- ii.)</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa23_Midterm.pdf#page=2" target="_blank">Fall 2023 Midterm Q1a</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp22_Final.pdf#page=13" target="_blank">Spring 2022 Final Q5</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp22_Final.pdf#page=11" target="_blank">Spring 2022 Final Q4</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp22_Final.pdf#page=3" target="_blank">Spring 2022 Final Q1L</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp22_Midterm.pdf#page=10" target="_blank">Spring 2022 Midterm Q3</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa21_Final.pdf#page=15" target="_blank">Fall 2021 Final Q11</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa21_Midterm.pdf#page=6" target="_blank">Fall 2021 Midterm Q3</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp21_Final.pdf#page=27" target="_blank">Spring 2021 Final Q6</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp21_Final.pdf#page=25" target="_blank">Spring 2021 Final Q5</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp21_Midterm.pdf#page=14" target="_blank">Spring 2021 Midterm Q4</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa20_Final.pdf#page=6" target="_blank">Fall 2020 Final Q3</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa20_Final.pdf#page=5" target="_blank">Fall 2020 Final Q2</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa20_Midterm.pdf#page=12" target="_blank">Fall 2020 Midterm Q6</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp20_Midterm.pdf#page=2" target="_blank">Spring 2020 Midterm Q1</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa19_Midterm.pdf#page=4" target="_blank">Fall 2019 Midterm Q3 (a - d)</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp19_Final.pdf#page=3" target="_blank">Spring 2019 Final Q2</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp19_Final.pdf#page=9" target="_blank">Spring 2019 Final Q6</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp19_Midterm.pdf#page=10" target="_blank">Spring 2019 Midterm Q5</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa18_Final.pdf#page=6" target="_blank">Fall 2018 Final Q4</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa18_Midterm.pdf#page=6" target="_blank">Fall 2018 Midterm Q4</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp18_Midterm.pdf#page=4" target="_blank">Spring 2018 Midterm Q3</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Fa17_Final.pdf#page=10" target="_blank">Fall 2017 Final Q8</a></li>
-                        <li><a href="https://www.data8.org/su24/exams/Sp17_Midterm.pdf#page=4" target="_blank">Spring 2017 Midterm Q3a</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp24_Midterm.pdf#page=4" target="_blank">Spring 2024 Midterm Q2a</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa23_Midterm.pdf#page=4" target="_blank">Fall 2023 Midterm Q2 a(i. - iv.), b( i.- ii.)</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa23_Midterm.pdf#page=2" target="_blank">Fall 2023 Midterm Q1a</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp22_Final.pdf#page=13" target="_blank">Spring 2022 Final Q5</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp22_Final.pdf#page=11" target="_blank">Spring 2022 Final Q4</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp22_Final.pdf#page=3" target="_blank">Spring 2022 Final Q1L</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp22_Midterm.pdf#page=10" target="_blank">Spring 2022 Midterm Q3</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa21_Final.pdf#page=15" target="_blank">Fall 2021 Final Q11</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa21_Midterm.pdf#page=6" target="_blank">Fall 2021 Midterm Q3</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp21_Final.pdf#page=27" target="_blank">Spring 2021 Final Q6</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp21_Final.pdf#page=25" target="_blank">Spring 2021 Final Q5</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp21_Midterm.pdf#page=14" target="_blank">Spring 2021 Midterm Q4</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa20_Final.pdf#page=6" target="_blank">Fall 2020 Final Q3</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa20_Final.pdf#page=5" target="_blank">Fall 2020 Final Q2</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa20_Midterm.pdf#page=12" target="_blank">Fall 2020 Midterm Q6</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp20_Midterm.pdf#page=2" target="_blank">Spring 2020 Midterm Q1</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa19_Midterm.pdf#page=4" target="_blank">Fall 2019 Midterm Q3 (a - d)</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp19_Final.pdf#page=3" target="_blank">Spring 2019 Final Q2</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp19_Final.pdf#page=9" target="_blank">Spring 2019 Final Q6</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp19_Midterm.pdf#page=10" target="_blank">Spring 2019 Midterm Q5</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa18_Final.pdf#page=6" target="_blank">Fall 2018 Final Q4</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa18_Midterm.pdf#page=6" target="_blank">Fall 2018 Midterm Q4</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp18_Midterm.pdf#page=4" target="_blank">Spring 2018 Midterm Q3</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Fa17_Final.pdf#page=10" target="_blank">Fall 2017 Final Q8</a></li>
+                        <li><a href="https://www.data8.org/fa24/exams/Sp17_Midterm.pdf#page=4" target="_blank">Spring 2017 Midterm Q3a</a></li>
                         <!--
                         <li>Summer 2017 Midterm Q2</li>
                         -->