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diff --git a/Workshop_Schedule/index.html b/Workshop_Schedule/index.html
@@ -434,19 +434,19 @@ <h2 id="day-1"><strong>Day 1</strong><a class="headerlink" href="#day-1" title="
 </thead>
 <tbody>
 <tr>
-<td style="text-align: left;"><a class="md-button md-button--primary" href="../day_1/D1.1_intro_to_R_workshop_all.pdf">1. Workshop Introduction</a></td>
+<td style="text-align: left;"><a class="md-button md-button--primary" href="../day_1/D1.1_intro_to_R_workshop_all.pdf">Workshop Introduction</a></td>
 <td style="text-align: left;">Welcome and housekeeping</td>
 <td style="text-align: left;">Will</td>
 <td style="text-align: left;">10:00-10:30</td>
 </tr>
 <tr>
-<td style="text-align: left;"><a class="md-button md-button--primary" href="../day_1/D1.2_introR-R-and-RStudio/">2. Intro to R and RStudio</a></td>
+<td style="text-align: left;"><a class="md-button md-button--primary" href="../day_1/D1.2_introR-R-and-RStudio/">Intro to R and RStudio</a></td>
 <td style="text-align: left;">Introduction to R and RStudio</td>
 <td style="text-align: left;">Noor</td>
 <td style="text-align: left;">10:30-11:45</td>
 </tr>
 <tr>
-<td style="text-align: left;"><a class="md-button md-button--primary" href="#">3. Self learning materials</a></td>
+<td style="text-align: left;"><a class="md-button md-button--primary" href="#">Self learning materials</a></td>
 <td style="text-align: left;">Overview of self-learning materials</td>
 <td style="text-align: left;">Will</td>
 <td style="text-align: left;">11:45-12:00</td>
@@ -554,19 +554,19 @@ <h2 id="day-2"><strong>Day 2</strong><a class="headerlink" href="#day-2" title="
 </thead>
 <tbody>
 <tr>
-<td style="text-align: left;"><a class="md-button md-button--primary" href="#before-the-next-class">4. Review self-learning</a></td>
+<td style="text-align: left;"><a class="md-button md-button--primary" href="#before-the-next-class">Review self-learning</a></td>
 <td style="text-align: left;">Questions about self-learning</td>
 <td style="text-align: left;">All</td>
 <td style="text-align: left;">10:00-10:50</td>
 </tr>
 <tr>
-<td style="text-align: left;"><a class="md-button md-button--primary" href="../day_2/D2.1_in_class_exercises/">5. In-class exercises </a></td>
+<td style="text-align: left;"><a class="md-button md-button--primary" href="../day_2/D2.1_in_class_exercises/">In-class exercises </a></td>
 <td style="text-align: left;">Use and customize function and arguments</td>
 <td style="text-align: left;">Noor</td>
 <td style="text-align: left;">10:50-11:15</td>
 </tr>
 <tr>
-<td style="text-align: left;"><a class="md-button md-button--primary" href="../day_2/D2.2_data_wrangling/">6. Data Wrangling</a></td>
+<td style="text-align: left;"><a class="md-button md-button--primary" href="../day_2/D2.2_data_wrangling/">Data Wrangling</a></td>
 <td style="text-align: left;">Subsetting Vectors and Factors</td>
 <td style="text-align: left;">Will</td>
 <td style="text-align: left;">11:15-12:00</td>
@@ -750,19 +750,19 @@ <h2 id="day-3"><strong>Day 3</strong><a class="headerlink" href="#day-3" title="
 </thead>
 <tbody>
 <tr>
-<td style="text-align: left;"><a class="md-button md-button--primary" href="#before-the-next-class-1">7. Review self-learning</a></td>
+<td style="text-align: left;"><a class="md-button md-button--primary" href="#before-the-next-class-1">Review self-learning</a></td>
 <td style="text-align: left;">Questions about self-learning</td>
 <td style="text-align: left;">All</td>
 <td style="text-align: left;">10:00-10:35</td>
 </tr>
 <tr>
-<td style="text-align: left;"><a class="md-button md-button--primary" href="../day_3/D3.1_in_class_exercises/">8. In-class exercises </a></td>
+<td style="text-align: left;"><a class="md-button md-button--primary" href="../day_3/D3.1_in_class_exercises/">In-class exercises </a></td>
 <td style="text-align: left;">Customizing functions and arguments</td>
 <td style="text-align: left;">Will</td>
 <td style="text-align: left;">10:50-11:15</td>
 </tr>
 <tr>
-<td style="text-align: left;"><a class="md-button md-button--primary" href="../day_3/D3.2_plotting_with_ggplot2/">9. Plotting with ggplot2</a></td>
+<td style="text-align: left;"><a class="md-button md-button--primary" href="../day_3/D3.2_plotting_with_ggplot2/">Plotting with ggplot2</a></td>
 <td style="text-align: left;">ggplot2 for data visualization</td>
 <td style="text-align: left;">Noor</td>
 <td style="text-align: left;">11:15-12:00</td>
@@ -904,25 +904,25 @@ <h2 id="day-4"><strong>Day 4</strong><a class="headerlink" href="#day-4" title="
 </thead>
 <tbody>
 <tr>
-<td style="text-align: left;"><a class="md-button md-button--primary" href="#before-the-next-class-2">10. Review self-learning</a></td>
+<td style="text-align: left;"><a class="md-button md-button--primary" href="#before-the-next-class-2">Review self-learning</a></td>
 <td style="text-align: left;">Questions about self-learning</td>
 <td style="text-align: left;">All</td>
 <td style="text-align: left;">10:00-10:35</td>
 </tr>
 <tr>
-<td style="text-align: left;"><a class="md-button md-button--primary" href="../day_4/D4.1_in_class_exercises/">11. In-class exercises </a></td>
+<td style="text-align: left;"><a class="md-button md-button--primary" href="../day_4/D4.1_in_class_exercises/">In-class exercises </a></td>
 <td style="text-align: left;">In class exercises</td>
 <td style="text-align: left;">Will</td>
 <td style="text-align: left;">10:50-11:15</td>
 </tr>
 <tr>
-<td style="text-align: left;"><a class="md-button md-button--primary" href="./#">12. Discussion</a></td>
+<td style="text-align: left;"><a class="md-button md-button--primary" href="./#">Discussion</a></td>
 <td style="text-align: left;">Q&amp;A</td>
 <td style="text-align: left;">Noor</td>
 <td style="text-align: left;">11:15 - 11:45</td>
 </tr>
 <tr>
-<td style="text-align: left;"><a class="md-button md-button--primary" href="../day_4/D4.2_R_workshop_wrapup_all.pdf">13. Wrap Up</a></td>
+<td style="text-align: left;"><a class="md-button md-button--primary" href="../day_4/D4.2_R_workshop_wrapup_all.pdf">Wrap Up</a></td>
 <td style="text-align: left;">Wrap up and checking out</td>
 <td style="text-align: left;">Noor</td>
 <td style="text-align: left;">11:45 - 12:00</td>
@@ -1016,7 +1016,7 @@ <h3 id="additional-resources"><strong>Additional resources</strong><a class="hea
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-    2024-08-09
+    2024-08-12
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