diff --git a/data_science_journal_club_checklist.md b/data_science_journal_club_checklist.md
index 55e999b663ad7a88a1ce4955769034136ea23b53..9669c2b5c87a2af21a5c9186c0a7473268db2181 100644
--- a/data_science_journal_club_checklist.md
+++ b/data_science_journal_club_checklist.md
@@ -6,23 +6,26 @@ The course runs every session each year: Fall, Spring, Summer. The UAB Academic
 
 ## Course Setup Checklist
 
-Steps can be performed by any Instructors unless otherwise noted.
+Steps can be performed by any Teachers and Instructors unless otherwise noted.
 
 - [ ] Merge GBSC and IDNE sections.
-    - Must be done by IOR.
+    - Must be done by [IOR](#abbreviations).
     - Please visit [Canvas: Course Cross-Listing SLA page](https://uabprod.service-now.com/service_portal?id=sc_cat_item&sys_id=393e9275377d630024a67c1643990e27).
 - [ ] Add course Teachers and Instructors as needed.
-    - Must be done by IOR _after_ merge step is complete! Otherwise, adds may need to be redone.
+    - Must be done by [IOR](#abbreviations) _after_ merge step is complete! Otherwise, adds may need to be redone.
     - Please visit [Canvas: Add/Remove User(s) SLA page](https://uabprod.service-now.com/service_portal?id=sc_cat_item&sys_id=76f97b59374a670024a67c1643990ece).
 - [ ] Upload [Syllabus HTML](data_science_journal_club_syllabus.html)
     1. Navigate to Syllabus page.
     2. Switch text entry box to raw HTML mode by clicking `</>` symbol at bottom-right of box.
     3. Copy-paste [HTML](data_science_journal_club_syllabus.html) into text entry box.
-    4. Switch to WYSIWYG mode: click `</>` symbol again.
-    5. Check "Show Course Summary" checkbox.
-    6. Verify formatting is correct.
-    7. **Manually verify all links by clicking them!**
-    8. Make a note of the Syllabus page URL for use with the Assignments page. _Not_ the Syllabus editing page!
+    4. Update Demonstration assignment links.
+        1. Look for the three HTML tags like `<a title="Demonstration #1" href="">`.
+        2. For each one, add the appropriate assignment page path, which should look like `/courses/$course_number/assignments/$assignment_number`, e.g. like `/courses/1601187/assignments/6860919`. This can be found by visiting the assignment to get the `$course_number` and `$assignment_number` values.
+    5. Switch to WYSIWYG mode: click `</>` symbol again.
+    6. Check "Show Course Summary" checkbox.
+    7. Verify formatting is correct.
+    8. **Manually verify all links by clicking them!**
+    9. Make a note of the Syllabus page URL for use with the Assignments page. _Not_ the Syllabus editing page!
 - [ ] Set up the [Assignments HTML](data_science_journal_club_assignment.html)
     1. Update the Syllabus link in the [Assignment HTML](data_science_journal_club_assignment.html).
         1. On the first line is an HTML tag that looks like `<a title="Syllabus" href="">`.
@@ -42,7 +45,15 @@ Steps can be performed by any Instructors unless otherwise noted.
         - Peer Reviews: unchecked
         - Assign:
             - Assign to: `Everyone`
-            - Due: last day of final exams according to the current session on the [Academic Calendar](https://www.uab.edu/students/academics/academic-calendar)
+            - Due: **varies, see table below**
+
+                Assignment due dates should be staggered, with at least three weeks between them, always on a Friday. The following table contains due dates for each. You will need to determine the actual calendar dates for each semester.
+
+                | Session Length | #1 Due Date | #2 Due Date | #3 Due Date |
+                | -------------- | ----------- | ----------- | ----------- |
+                | 14 weeks       | 6th week    | 10th week   | 14th week   |
+                | 10 weeks       | 4th week    | 7th week    | 10th week   |
+
             - Available from/until: blank
     9. Click save and publish!
     10. For `Demonstration #2` and `Demonstration #3`:
diff --git a/data_science_journal_club_syllabus.html b/data_science_journal_club_syllabus.html
index c15806be45dd59e9ef1dcb091e9133ec4382ea20..fc1ac324477c537cbda2381a22ca0dfa74cc7f05 100644
--- a/data_science_journal_club_syllabus.html
+++ b/data_science_journal_club_syllabus.html
@@ -20,7 +20,7 @@
 <p>William Warriner (he/him), <a href="mailto:wwarr@uab.edu" target="_blank" rel="noopener">wwarr@uab.edu</a></p>
 <p>Matthew Defenderfer, <a href="mailto:mdefende@uab.edu" target="_blank" rel="noopener">mdefende@uab.edu</a></p>
 <p>Office Hours information is available here: <a class="inline_disabled" href="https://docs.rc.uab.edu/#contact-us"
-        target="_blank" rel="noopener noreferrer">https://docs.rc.uab.edu/#contact-us</a></p>
+        target="_blank" rel="noopener">https://docs.rc.uab.edu/#contact-us</a></p>
 <p>&nbsp;</p>
 <p>Instructor of Record (please contact only as a last resort!)</p>
 <p>Kristina Visscher, <a href="mailto:kmv@uab.edu" target="_blank" rel="noopener">kmv@uab.edu</a></p>
@@ -32,8 +32,8 @@
     creating a respectful, welcoming, and safe environment that fosters a sense of belonging through open and honest
     dialogue. To this end, we should always conduct discussions in a way that honors, respects, and extends dignity to
     all class members.</p>
-<p>Please visit <a class="inline_disabled" href="https://www.uab.edu/dei/" target="_blank" rel="noopener noreferrer">The
-        DEI Website</a> for more information.<a href="mailto:kmv@uab.edu" target="_blank" rel="noopener"></a></p>
+<p>Please visit <a class="inline_disabled" href="https://www.uab.edu/dei/" target="_blank" rel="noopener">The DEI
+        Website</a> for more information.<a href="mailto:kmv@uab.edu" target="_blank" rel="noopener"></a></p>
 <p>&nbsp;</p>
 <h3 id="intent">Course Intent:<strong><br /></strong></h3>
 <p>Our intent with the course has three parts. The first is for students to learn new techniques and technologies to
@@ -97,9 +97,18 @@
 <p>The course is treated as a pass/fail course. The grade reflected on your transcript may depend on the section you are
     in. If the section you are in uses a letter grade, then a pass is assigned "A" and fail assigned "F".</p>
 <p>Grading is based purely on demonstrations. Three are required, and each has its own assignment within Canvas.</p>
-<p>The demonstrations are all due by the end of the semester. Because office hours are open to potentially hundreds of
-    researchers outside the scope of this course, <strong>only one session can be presented per student per office hours
-        visit.</strong> <strong><em>Please plan accordingly.</em></strong></p>
+<p>The demonstration due dates progress throughout the semester:</p>
+<ul>
+    <li><a title="Demonstration #1" href="">Demonstration #1</a> is due by the 6th
+        Friday.</li>
+    <li><a title="Demonstration #2" href="">Demonstration #2</a> is due by the 10th
+        Friday.</li>
+    <li><a title="Demonstration #3" href="">Demonstration #3</a> is due by the last
+        Friday.</li>
+</ul>
+<p>Because office hours are open to potentially hundreds of researchers outside the scope of this course, <strong>only
+        one session can be presented per student per office hours visit.</strong> <strong><em>Please plan
+            accordingly.</em></strong></p>
 <p>If for any reason you are not able to adhere to the above requirements, please contact us as soon as you know so we
     can make plans to accommodate you. Remember, we want you to be successful!</p>
 <p>&nbsp;</p>
@@ -166,9 +175,9 @@
     positively to the environment and to refrain from behaviors that threaten the freedom or respect that every member
     of our community deserves. For more information about Title IX, policy, reporting, protections, resources and
     supports, please visit the <a class="inline_disabled" href="http://www.uab.edu/titleix" target="_blank"
-        rel="noopener noreferrer">UAB Title IX webpage</a> for UAB&rsquo;s Title IX Sex Discrimination, Sexual
-    Harassment, and Sexual Violence Policy; UAB&rsquo;s Equal Opportunity and Discriminatory Harassment Policy; and the
-    Duty to Report and Non-Retaliation Policy.</p>
+        rel="noopener">UAB Title IX webpage</a> for UAB&rsquo;s Title IX Sex Discrimination, Sexual Harassment, and
+    Sexual Violence Policy; UAB&rsquo;s Equal Opportunity and Discriminatory Harassment Policy; and the Duty to Report
+    and Non-Retaliation Policy.</p>
 <p>&nbsp;</p>
 <h3 id="dss">Disability Support Services (DSS) Statement<strong>:<br /></strong></h3>
 <p>UAB is committed to providing an accessible learning experience for all students. If you are a student with a
@@ -178,5 +187,4 @@
     collaborative effort among the student, DSS, faculty and staff. If you are registered with Disability Support
     Services, please contact me to discuss accommodations that may be necessary in this course. If you have a disability
     but have not contacted Disability Support Services, please call (205) 934-4205 or visit the <a
-        class="inline_disabled" href="http://www.uab.edu/dss" target="_blank" rel="noopener noreferrer">DSS website</a>.
-</p>
\ No newline at end of file
+        class="inline_disabled" href="http://www.uab.edu/dss" target="_blank" rel="noopener">DSS website</a>.</p>
\ No newline at end of file