Course Schedule (Tentative)

Week	Lecture	Topic	Readings	Slides
Week 1 08/31	Lecture 1	Introduction to Human-AI Interactions	N/A	Slides
Week 1 09/02	Lecture 2	Practical Machine Learning	N/A	Slides
Week 2 09/07	Lecture 3	Perspectives on Human-AI Interaction	Reading 1 Reading 2	Slides
Week 2 09/09	Lecture 4	Machine Learning + UX	Reading 1 Reading 2	Slides
Week 3 09/14	Lecture 5	Human Centered AI Design	Reading 1 Reading 2	Slides
Week 3 09/16	Lecture 6	Fairness in ML (Part 1)	Reading 1 Reading 2	Slides
Week 4 09/21	Lecture 7	Fairness Discussion (In class activity: value cards)	Reading 1 Post-class Reading	[Slides]
Week 4 09/23	Lecture 8	Fairness in ML (Part 2)	Reading	Slides
Week 5 09/28	Lecture 9	Causal Inference and Fairness	No Reading	Slides
Week 5 09/30	Lecture 10	Fairness in the Field	Reading 1 Reading 2	Slides
Week 6 10/05	Lecture 11	Interpretability (Part 1)	Reading 1 Reading 2	Slides
Week 6 10/07	Lecture 12	Interpretability (Part 2)	No reading	Slides
Week 7 10/12	Lecture 13	Usable Privacy and Security (Guest Lecture)	Reading: Chpater 5	Slides
Week 7 10/14		No class
Week 8 10/19	Lecture 14	(Differential) Privacy	Reading 1 Reading 2	Slides
Week 8 10/21	Lecture 15	Ethics (In-class Activity: Black Mirror)	Reading: Chapter 6 - Ethics
Week 9 10/26	Lecture 16	Visualization (guest lecture)	N/A	[Slides]
Week 9 10/28	Lecture 17	Neural Networks	N/A	Slides
Week 10 11/02	Lecture 18	Generative Adversarial Network (GAN)	N/A	Slides
Week 10 11/04	Lecture 19	Societal Implications of Computer Vision	Reading 1 Watching 2	Slides
Week 11 11/09	Lecture 20	Reinforcement Learning	Reading	Slides
Week 11 11/11	Lecture 21	Application: Self-driving cars (Guest lecture)	Reading	[Slides]
Week 12 11/16	Lecture 22	Application: Content Moderation	Reading
Week 12 11/18	Lecture 23	Application: AI in Education (Guest lecture)	Reading 1 Reading 2	[Slides]
Week 13 11/23	Lecture 24	Project Peer Feedback
Week 13 11/25		Thanksgiving--No Class on Thursday
Week 14 11/30		Project Presentation
Week 14 12/02		Project Presentation