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diff --git a/docs/01-intro.md b/docs/01-intro.md
@@ -5,6 +5,9 @@
 
 ![](resources/images/01-intro_files/figure-docx//1YwxXy2rnUgbx_7B7ENH9wpDX-j6JpJz6lGVzOkjo0qY_gd422c5de97_0_0.png){width=100%}
 
+This is a *living* course meaning it is constantly changing and being updated. The goal for this course is to be a "wikipedia" of omic data.
+If you'd like to contribute, [you can file a pull request on GitHub](https://github.com/fhdsl/Choosing_Genomics_Tools) if you are comfortable with that sort of thing or email `[email protected]` to ask how to get started.
+
 ## Target Audience  
 
 The course is intended for students in the biomedical sciences and researchers who have been given data and don't know what to do with it or would like an overview of the different genomic data types that are out there.

diff --git a/docs/10c-spatial-transcriptomics.md b/docs/10c-spatial-transcriptomics.md
diff --git a/docs/404.html b/docs/404.html
@@ -480,7 +480,7 @@
 <li class="divider"></li>
 <p style="text-align:center;"> <a href="https://github.com/jhudsl/OTTR_Template" target="blank" > This content was published with</a> <a href="https://bookdown.org/" target="blank"> bookdown by: </a> </p>
 <p style="text-align:center;"> <a href="https://hutchdatascience.org/"> The Fred Hutch Data Science Lab </a></p>
-<a href="http://jhudatascience.org/"><img src="https://jhudatascience.org/images/dasl.png" style=" width: 80%; filter: grayscale(100%); padding-left: 40px; padding-top: 8px; vertical-align: top "</a>
+<a href="https://hutchdatascience.org/"><img src="assets/big-dasl-stacked.png" style=" width: 80%; filter: grayscale(100%); padding-left: 40px; padding-top: 8px; vertical-align: top "</a>
 <p style="text-align:center; font-size: 12px;"> <a href="https://github.com/rstudio4edu/rstudio4edu-book/"> Style adapted from: rstudio4edu-book </a> <a href ="https://creativecommons.org/licenses/by/2.0/"> (CC-BY 2.0) </a></p>
 <p style="padding-left: 40px;"><div class="trapezoid" style = "padding-left: 40px;"><span>  <a href="https://forms.gle/hc8Xt3Y2Znjb6M4Y7"> Click here to provide feedback</a> <img src="assets/itcr_arrow.png" style=" width: 10%" ></span></div></p>
 </ul>

diff --git a/docs/About.md b/docs/About.md
@@ -11,24 +11,16 @@ These credits are based on our [course contributors table guidelines](https://gi
 |**Pedagogy**||
 |Lead Content Instructor(s)|[Candace Savonen]|
 |Lecturer(s)|[Candace Savonen]|
-|Content Contributor(s)| [Cailin Jordan] - sc-ATAC-Seq, [Carrie Wright], [Claire Mills] - Whole Genome Sequencing, [Jacob Greene] - ChIP-seq |
+|Content Contributor(s)| [Cailin Jordan] - sc-ATAC-Seq <br> [Carrie Wright] <br> [Claire Mills] - Whole Genome Sequencing<br> [Jacob Greene] - ChIP-seq <br> [Oscar Ospina] - Spatial transcriptomics|
 |Content Directors|[Jeff Leek]|
-|Content Consultants|[Carrie Wright], [Cliff Meyer] - ATAC-seq, [Frederick Tan]|
+|Content Consultants|[Carrie Wright]<br> [Cliff Meyer] - ATAC-seq <br> [Frederick Tan]<br>|
 |Acknowledgments||
-|**Production**||
-|Content Publisher|[Ira Gooding]|
-|Content Publishing Reviewers|[Ira Gooding]|
 |**Technical**||
 |Course Publishing Engineer|[Candace Savonen]|
 |Template Publishing Engineers|[Candace Savonen], [Carrie Wright]|
 |Publishing Maintenance Engineer|[Candace Savonen]|
 |Technical Publishing Stylists|[Carrie Wright], [Candace Savonen]|
 |Package Developers ([ottrpal])[Candace Savonen], [John Muschelli], [Carrie Wright]|
-|**Art and Design**||
-|Illustrator| [Candace Savonen]|
-|Figure Artist| [Candace Savonen] and [Claire Mills]|
-|Videographer|[Candace Savonen]|
-|Videography Editor| [Candace Savonen]|
 |**Funding**||
 |Funder|[National Cancer Institute (NCI)](https://www.cancer.gov/) UE5 CA254170|
 |Funding Staff| [Sandy Ormbrek], [Shasta Nicholson] |
@@ -47,7 +39,7 @@ These credits are based on our [course contributors table guidelines](https://gi
 ##  collate  en_US.UTF-8                 
 ##  ctype    en_US.UTF-8                 
 ##  tz       Etc/UTC                     
-##  date     2023-10-16                  
+##  date     2023-12-07                  
 ## 
 ## ─ Packages ───────────────────────────────────────────────────────────────────
 ##  package     * version date       lib source                            
@@ -103,6 +95,7 @@ These credits are based on our [course contributors table guidelines](https://gi
 [Frederick Tan]: https://bse.carnegiescience.edu/dr-frederick-tan
 [Jacob Greene]: https://www.linkedin.com/in/jacob-greene-890aa318a/
 [Jeff Leek]: https://jtleek.com/
+[Oscar Ospina]: https://linkedin.com/in/oscareospina/
 [John Muschelli]: https://johnmuschelli.com/
 [Sandy Ormbrek]: https://hutchdatascience.org/ourteam/
 [Shasta Nicholson]: https://hutchdatascience.org/ourteam/

diff --git a/docs/Choosing-Genomics-Tools.docx b/docs/Choosing-Genomics-Tools.docx
diff --git a/docs/a-very-general-genomics-overview.html b/docs/a-very-general-genomics-overview.html
@@ -480,7 +480,7 @@
 <li class="divider"></li>
 <p style="text-align:center;"> <a href="https://github.com/jhudsl/OTTR_Template" target="blank" > This content was published with</a> <a href="https://bookdown.org/" target="blank"> bookdown by: </a> </p>
 <p style="text-align:center;"> <a href="https://hutchdatascience.org/"> The Fred Hutch Data Science Lab </a></p>
-<a href="http://jhudatascience.org/"><img src="https://jhudatascience.org/images/dasl.png" style=" width: 80%; filter: grayscale(100%); padding-left: 40px; padding-top: 8px; vertical-align: top "</a>
+<a href="https://hutchdatascience.org/"><img src="assets/big-dasl-stacked.png" style=" width: 80%; filter: grayscale(100%); padding-left: 40px; padding-top: 8px; vertical-align: top "</a>
 <p style="text-align:center; font-size: 12px;"> <a href="https://github.com/rstudio4edu/rstudio4edu-book/"> Style adapted from: rstudio4edu-book </a> <a href ="https://creativecommons.org/licenses/by/2.0/"> (CC-BY 2.0) </a></p>
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 </ul>

diff --git a/docs/about-the-authors.html b/docs/about-the-authors.html
@@ -480,7 +480,7 @@
 <li class="divider"></li>
 <p style="text-align:center;"> <a href="https://github.com/jhudsl/OTTR_Template" target="blank" > This content was published with</a> <a href="https://bookdown.org/" target="blank"> bookdown by: </a> </p>
 <p style="text-align:center;"> <a href="https://hutchdatascience.org/"> The Fred Hutch Data Science Lab </a></p>
-<a href="http://jhudatascience.org/"><img src="https://jhudatascience.org/images/dasl.png" style=" width: 80%; filter: grayscale(100%); padding-left: 40px; padding-top: 8px; vertical-align: top "</a>
+<a href="https://hutchdatascience.org/"><img src="assets/big-dasl-stacked.png" style=" width: 80%; filter: grayscale(100%); padding-left: 40px; padding-top: 8px; vertical-align: top "</a>
 <p style="text-align:center; font-size: 12px;"> <a href="https://github.com/rstudio4edu/rstudio4edu-book/"> Style adapted from: rstudio4edu-book </a> <a href ="https://creativecommons.org/licenses/by/2.0/"> (CC-BY 2.0) </a></p>
 <p style="padding-left: 40px;"><div class="trapezoid" style = "padding-left: 40px;"><span>  <a href="https://forms.gle/hc8Xt3Y2Znjb6M4Y7"> Click here to provide feedback</a> <img src="assets/itcr_arrow.png" style=" width: 10%" ></span></div></p>
 </ul>
@@ -543,77 +543,45 @@ <h1>About the Authors</h1>
 </tr>
 <tr class="even">
 <td>Content Contributor(s)</td>
-<td><a href="https://www.linkedin.com/in/cailin-jordan-3297b7199/">Cailin Jordan</a> - sc-ATAC-Seq, <a href="https://carriewright11.github.io/">Carrie Wright</a>, <a href="https://www.linkedin.com/in/claire-mills-dds-50883553">Claire Mills</a> - Whole Genome Sequencing, <a href="https://www.linkedin.com/in/jacob-greene-890aa318a/">Jacob Greene</a> - ChIP-seq</td>
+<td><a href="https://www.linkedin.com/in/cailin-jordan-3297b7199/">Cailin Jordan</a> - sc-ATAC-Seq <br> <a href="https://carriewright11.github.io/">Carrie Wright</a> <br> <a href="https://www.linkedin.com/in/claire-mills-dds-50883553">Claire Mills</a> - Whole Genome Sequencing<br> <a href="https://www.linkedin.com/in/jacob-greene-890aa318a/">Jacob Greene</a> - ChIP-seq <br> <a href="https://linkedin.com/in/oscareospina/">Oscar Ospina</a> - Spatial transcriptomics</td>
 </tr>
 <tr class="odd">
 <td>Content Directors</td>
 <td><a href="https://jtleek.com/">Jeff Leek</a></td>
 </tr>
 <tr class="even">
 <td>Content Consultants</td>
-<td><a href="https://carriewright11.github.io/">Carrie Wright</a>, <a href="https://ds.dfci.harvard.edu/our-people/clifford-meyer-phd/">Cliff Meyer</a> - ATAC-seq, <a href="https://bse.carnegiescience.edu/dr-frederick-tan">Frederick Tan</a></td>
+<td><a href="https://carriewright11.github.io/">Carrie Wright</a><br> <a href="https://ds.dfci.harvard.edu/our-people/clifford-meyer-phd/">Cliff Meyer</a> - ATAC-seq <br> <a href="https://bse.carnegiescience.edu/dr-frederick-tan">Frederick Tan</a><br></td>
 </tr>
 <tr class="odd">
 <td>Acknowledgments</td>
 <td></td>
 </tr>
 <tr class="even">
-<td><strong>Production</strong></td>
-<td></td>
-</tr>
-<tr class="odd">
-<td>Content Publisher</td>
-<td><a href="https://publichealth.jhu.edu/faculty/4130/ira-gooding">Ira Gooding</a></td>
-</tr>
-<tr class="even">
-<td>Content Publishing Reviewers</td>
-<td><a href="https://publichealth.jhu.edu/faculty/4130/ira-gooding">Ira Gooding</a></td>
-</tr>
-<tr class="odd">
 <td><strong>Technical</strong></td>
 <td></td>
 </tr>
-<tr class="even">
+<tr class="odd">
 <td>Course Publishing Engineer</td>
 <td><a href="https://www.cansavvy.com/">Candace Savonen</a></td>
 </tr>
-<tr class="odd">
+<tr class="even">
 <td>Template Publishing Engineers</td>
 <td><a href="https://www.cansavvy.com/">Candace Savonen</a>, <a href="https://carriewright11.github.io/">Carrie Wright</a></td>
 </tr>
-<tr class="even">
+<tr class="odd">
 <td>Publishing Maintenance Engineer</td>
 <td><a href="https://www.cansavvy.com/">Candace Savonen</a></td>
 </tr>
-<tr class="odd">
+<tr class="even">
 <td>Technical Publishing Stylists</td>
 <td><a href="https://carriewright11.github.io/">Carrie Wright</a>, <a href="https://www.cansavvy.com/">Candace Savonen</a></td>
 </tr>
-<tr class="even">
-<td>Package Developers (<a href="https://github.com/jhudsl/ottrpal">ottrpal</a>)<a href="https://www.cansavvy.com/">Candace Savonen</a>, <a href="https://johnmuschelli.com/">John Muschelli</a>, <a href="https://carriewright11.github.io/">Carrie Wright</a></td>
-<td></td>
-</tr>
 <tr class="odd">
-<td><strong>Art and Design</strong></td>
+<td>Package Developers (<a href="https://github.com/jhudsl/ottrpal">ottrpal</a>)<a href="https://www.cansavvy.com/">Candace Savonen</a>, <a href="https://johnmuschelli.com/">John Muschelli</a>, <a href="https://carriewright11.github.io/">Carrie Wright</a></td>
 <td></td>
 </tr>
 <tr class="even">
-<td>Illustrator</td>
-<td><a href="https://www.cansavvy.com/">Candace Savonen</a></td>
-</tr>
-<tr class="odd">
-<td>Figure Artist</td>
-<td><a href="https://www.cansavvy.com/">Candace Savonen</a> and <a href="https://www.linkedin.com/in/claire-mills-dds-50883553">Claire Mills</a></td>
-</tr>
-<tr class="even">
-<td>Videographer</td>
-<td><a href="https://www.cansavvy.com/">Candace Savonen</a></td>
-</tr>
-<tr class="odd">
-<td>Videography Editor</td>
-<td><a href="https://www.cansavvy.com/">Candace Savonen</a></td>
-</tr>
-<tr class="even">
 <td><strong>Funding</strong></td>
 <td></td>
 </tr>
@@ -638,7 +606,7 @@ <h1>About the Authors</h1>
 ##  collate  en_US.UTF-8                 
 ##  ctype    en_US.UTF-8                 
 ##  tz       Etc/UTC                     
-##  date     2023-10-16                  
+##  date     2023-12-07                  
 ## 
 ## ─ Packages ───────────────────────────────────────────────────────────────────
 ##  package     * version date       lib source                            

diff --git a/docs/annotating-genomes.html b/docs/annotating-genomes.html
@@ -480,7 +480,7 @@
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 <p style="text-align:center;"> <a href="https://github.com/jhudsl/OTTR_Template" target="blank" > This content was published with</a> <a href="https://bookdown.org/" target="blank"> bookdown by: </a> </p>
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-<a href="http://jhudatascience.org/"><img src="https://jhudatascience.org/images/dasl.png" style=" width: 80%; filter: grayscale(100%); padding-left: 40px; padding-top: 8px; vertical-align: top "</a>
+<a href="https://hutchdatascience.org/"><img src="assets/big-dasl-stacked.png" style=" width: 80%; filter: grayscale(100%); padding-left: 40px; padding-top: 8px; vertical-align: top "</a>
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diff --git a/docs/assets/big-dasl-stacked.png b/docs/assets/big-dasl-stacked.png
diff --git a/docs/atac-seq-1.html b/docs/atac-seq-1.html
@@ -480,7 +480,7 @@
 <li class="divider"></li>
 <p style="text-align:center;"> <a href="https://github.com/jhudsl/OTTR_Template" target="blank" > This content was published with</a> <a href="https://bookdown.org/" target="blank"> bookdown by: </a> </p>
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-<a href="http://jhudatascience.org/"><img src="https://jhudatascience.org/images/dasl.png" style=" width: 80%; filter: grayscale(100%); padding-left: 40px; padding-top: 8px; vertical-align: top "</a>
+<a href="https://hutchdatascience.org/"><img src="assets/big-dasl-stacked.png" style=" width: 80%; filter: grayscale(100%); padding-left: 40px; padding-top: 8px; vertical-align: top "</a>
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diff --git a/docs/bulk-rna-seq-1.html b/docs/bulk-rna-seq-1.html
@@ -480,7 +480,7 @@
 <li class="divider"></li>
 <p style="text-align:center;"> <a href="https://github.com/jhudsl/OTTR_Template" target="blank" > This content was published with</a> <a href="https://bookdown.org/" target="blank"> bookdown by: </a> </p>
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-<a href="http://jhudatascience.org/"><img src="https://jhudatascience.org/images/dasl.png" style=" width: 80%; filter: grayscale(100%); padding-left: 40px; padding-top: 8px; vertical-align: top "</a>
+<a href="https://hutchdatascience.org/"><img src="assets/big-dasl-stacked.png" style=" width: 80%; filter: grayscale(100%); padding-left: 40px; padding-top: 8px; vertical-align: top "</a>
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diff --git a/docs/chip-seq-1.html b/docs/chip-seq-1.html
@@ -480,7 +480,7 @@
 <li class="divider"></li>
 <p style="text-align:center;"> <a href="https://github.com/jhudsl/OTTR_Template" target="blank" > This content was published with</a> <a href="https://bookdown.org/" target="blank"> bookdown by: </a> </p>
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-<a href="http://jhudatascience.org/"><img src="https://jhudatascience.org/images/dasl.png" style=" width: 80%; filter: grayscale(100%); padding-left: 40px; padding-top: 8px; vertical-align: top "</a>
+<a href="https://hutchdatascience.org/"><img src="assets/big-dasl-stacked.png" style=" width: 80%; filter: grayscale(100%); padding-left: 40px; padding-top: 8px; vertical-align: top "</a>
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diff --git a/docs/chromatin-methods-overview.html b/docs/chromatin-methods-overview.html
@@ -480,7 +480,7 @@
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 <p style="text-align:center;"> <a href="https://github.com/jhudsl/OTTR_Template" target="blank" > This content was published with</a> <a href="https://bookdown.org/" target="blank"> bookdown by: </a> </p>
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-<a href="http://jhudatascience.org/"><img src="https://jhudatascience.org/images/dasl.png" style=" width: 80%; filter: grayscale(100%); padding-left: 40px; padding-top: 8px; vertical-align: top "</a>
+<a href="https://hutchdatascience.org/"><img src="assets/big-dasl-stacked.png" style=" width: 80%; filter: grayscale(100%); padding-left: 40px; padding-top: 8px; vertical-align: top "</a>
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diff --git a/docs/considerations-for-choosing-tools.html b/docs/considerations-for-choosing-tools.html
@@ -480,7 +480,7 @@
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-<a href="http://jhudatascience.org/"><img src="https://jhudatascience.org/images/dasl.png" style=" width: 80%; filter: grayscale(100%); padding-left: 40px; padding-top: 8px; vertical-align: top "</a>
+<a href="https://hutchdatascience.org/"><img src="assets/big-dasl-stacked.png" style=" width: 80%; filter: grayscale(100%); padding-left: 40px; padding-top: 8px; vertical-align: top "</a>
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