Small updates

schedule.md

@@ -314,16 +314,8 @@ Discussion of Disability Dongle Paper
 
 {% details Class Plan %} 
 
-{: .activity} 5:30-5:35 Class Introductions (Instructor - [Ather Sharif](https://athersharif.me) [he/him])
-: 
-
-{: .topic}  5:35-6:00 Bias in Machine Learning
-: **Slides** {% include slide.html title="Bias in Machine Learning" loc="bias-in-machine-learning.html" %}
-
-{: .activity} 6:00-6:20 Discussion
-: 
-- Identify biases in existing ML-based tools/platforms
-- Identify ways to make ML models more inclusive in your area of expertise
+{: .topic}  5:35-6:20 Bias in Machine Learning
+: **Slides** {% include slide.html title="Draft Slides: Bias in Machine Learning" loc="bias-in-machine-learning.html" %}
 
 {: .break}  6:20-6:30 Break / Food 
 : 
@@ -337,22 +329,12 @@ Discussion of Disability Dongle Paper
 - Use VoxLens from to test different modes of making visualizations accessible (Summary, Sonification, Question-and-Answer) on different visualization types.
 - Identify the utility of each mode with each visualization type–when is one mode more suitable than the other and why.
 - Identify accessibility measures for demographics other than screen-reader users.
-- Create a presentation (2-3 slides) to share findings
+- Discuss: Is any particular technique better suited than the others when considering visualizations types? What other techniques are worth exploring? Could ML help with this?
 
 {: .break} 7:45-7:55 Break 
 : 
-
-{: .activity} 7:55-8:25 Group Presentations 
-: Your presentation should demonstrate your experiences with using the different techniques used to make data visualizations accessible and the benefits of each technique. Is any particular technique better suited than the others when considering visualizations types? What other techniques are worth exploring?
-
-{: .activity} 7:40-7:45 Reflection Writing
-: 
-- Elaborate further on different techniques used and discuss the pros and cons for each technique
-- Identify unconventional techniques that can improve the accessibility of data visualizations
-- Identify how ML can improve the accessibility of data visualizations
-
-{: .break} 8:25-8:30 Wrap-up 
-: 
+{: .activity} 7:55-8:20 Discussion with Guest: 
+: Matthew Butler
 
 {% enddetails %}