OIDD 255X Spring 2022 Schedule
Last updated 12/19/2021
• Professor Tambe office hours: Tuesday 4:30 - 6:00 pm or by appointment
through OHQ.
• TAoffice hours: TBD
Schedule
Last revised 1/10/2022
Draft version, subject to revision
Topic
Deliverable
Course Introduction
MLK DAY
AI Past to Present
Foundations: Digitization
Foundations: Networks & the Cloud
Foundations: How AI Works: Machine Learning I
Foundations: How AI Works: Machine Learning II
Foundations: ML Lab - in class
Foundations: Deep learning I
Foundations: Deep Learning II
Quiz
TBD (Deep Learning Lab)
Methods: Unsupervised Approaches
AI Application Presentations
AI Application Presentations
SPRING BREAK
SPRING BREAK
Methods: RL & Generative
Business & Society: Economics of the AI Industry
Business & Society: Algorithmic Bias & Fairness
Business & Society: Explainable AI
Business & Society: AI Ethics
Business & Society: AI Governance & Culture
Business & Society: Privacy & Regulation
Business & Society: AI & Jobs
Applications: AI & Human Resources
Applications: AI & Healthcare
Applications: AI & Real Estate
1
Excel Lab
ML Lab (WEKA)
Quiz
Deep Learning Lab
AI Presentation
AutoML Lab
Bias Lab
Case writeup
Date
Jan 12
Jan 17
Jan 19
Jan 24
Jan 26
Jan 31
Feb 2
Feb 7
Feb 9
Feb 14
Feb 16
Feb 21
Feb 23
Feb 28
Mar 2
Mar 7
Mar 9
Mar 14
Mar 16
Mar 21
Mar 23
Mar 28
Mar 30
Apr 4
Apr 6
Apr 11
Apr 13
Apr 18
Topic
Deliverable
Date
Final Exam (in class)
Project Presentations
Project Presentations
Final Exam
Apr 20
Apr 25
Apr 27
Pitch deck
2