adding updates about topics and AI

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@@ -556,6 +556,8 @@ <h2 id="what-is-the-open-case-studies-ocs-project">What is the Open Case Studies
 
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+<p>Our case studies cover concepts in data import, data wrangling, data analysis, data visualization, and data communication. We cover a variety of statistical topics from correlation to multicollinearity, and data science topics from simple plots to building dashboards and performing machine learning (ML), a type of artificial intelligence or AI.</p>
+<p>Find out more about how other are using case studies <a href="http://jhir.library.jhu.edu/handle/1774.2/66820">here</a>.</p>
 <h2 id="what-problem-are-we-addressing">What problem are we addressing?</h2>
 <p>Despite unprecedented and growing interest in data science on campuses, there are few courses and course materials that provide meaningful opportunity for students to learn about real-world challenges. Most courses frequently fail to frame the lectures around a real-world application and provide unrealistically clean datasets that fit the assumptions of the methods in an unrealistic way. The result is that students are left unable to effectively analyze data and solve real-world challenges outside of the classroom.</p>
 <h2 id="problems-with-previously-suggested-solutions">Problems with previously suggested solutions</h2>
@@ -1674,13 +1676,22 @@ <h1>Recent &amp; Upcoming Talks</h1>
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-    <h3 id="2023">2023</h3>
+    <h3 id="2024">2024</h3>
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-<li><a href="https://docs.google.com/presentation/d/1ydwawEhVnJoIqr4wejmxEcwU5O2ba7SvQq2B_WlR628/edit?usp=sharing">Reimagining Research Training Through Holistic Data Science Education</a> <a href="https://www.biostat.washington.edu/">University of Washington Department of Biostatistics Seminar</a>. Wright, Carrie. 2023 May 4th. Seattle, WA. USA. (Virtual).</li>
+<li><a href="https://docs.google.com/presentation/d/1GpwNqoEYbDK2xN_u4WoOFJAB9mDBCuOhhXu0NzsBy18/edit?usp=sharing">Exploring initiatives to promote more comprehensive data science and statistical education</a>.<a href="https://stat.utexas.edu/">The University of Texas at Austin, Depeartment of Statistics and Data Sciences</a>, Austin, Texas, USA.</li>
+</ul>
+<h3 id="2023">2023</h3>
+<ul>
+<li>
+<p>Problem-forward Statistics and Data Science to Improve Human Health. Myrto Lefkopoulou Distinguished Lectureship. Harvard T. H. Chan School of Public Health.  (<a href="https://www.google.com/url?q=https://www.hsph.harvard.edu/biostatistics/myrto-award/&amp;sa=D&amp;source=docs&amp;ust=1711688897654290&amp;usg=AOvVaw3ZUXEMvFgBrzT0FXeGrmKp">https://www.hsph.harvard.edu/biostatistics/myrto-award/</a>). Hicks, Stephanie, 2023 Sept 21. Boston, MA. USA.</p>
+</li>
+<li>
+<p><a href="https://docs.google.com/presentation/d/1ydwawEhVnJoIqr4wejmxEcwU5O2ba7SvQq2B_WlR628/edit?usp=sharing">Reimagining Research Training Through Holistic Data Science Education</a>. <a href="https://www.biostat.washington.edu/">University of Washington Department of Biostatistics Seminar</a>. Wright, Carrie. 2023 May 4th. Seattle, WA. USA. (Virtual).</p>
+</li>
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 <h3 id="2022">2022</h3>
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-<li><a href="https://docs.google.com/presentation/d/1rN1oNZ-On4vuPanktF-HVQcS_Fr3mSqKu6pcxfwsgJI/edit?usp=sharing">Case studies to community engagement: Bringing hands-on data science experiences to the classroom</a> <a href="https://www.icsa.org/">International Chinese Statistical Association (ICSA)</a>. Wright, Carrie. 2022 June 20th. Gainesville, Florida.</li>
+<li><a href="https://docs.google.com/presentation/d/1rN1oNZ-On4vuPanktF-HVQcS_Fr3mSqKu6pcxfwsgJI/edit?usp=sharing">Case studies to community engagement: Bringing hands-on data science experiences to the classroom</a>. <a href="https://www.icsa.org/">International Chinese Statistical Association (ICSA)</a>. Wright, Carrie. 2022 June 20th. Gainesville, Florida.</li>
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 <h3 id="2021">2021</h3>
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@@ -1933,8 +1944,18 @@ <h1>Open Case Study Search</h1>
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+<p style="margin-right: .7em"; align="center" ><iframe src="https://www.opencasestudies.org/OCS_search/" width="1200" height="1900" </iframe></p>
+<p style="margin-right: .7em"; align="center" ><iframe src="https://www.opencasestudies.org/content/home/pageviews.html" width="1200" height="10" </iframe></p>
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+<p align="center" ><script align="center" type="text/javascript" id="clustrmaps" src="//cdn.clustrmaps.com/map_v2.js?cl=080808&w=394&t=tt&d=byMgjAbECzf1XoXBfG8baOV7aUkNOaXNVK7Ej0gkdJE&co=ffffff&cmn=3acca9&cmo=9f53ff&ct=808080"></script> </p>
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