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AI Strategy and Model Evaluation
Curriculum
1 Section
12 Lessons
30 hours
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Unit 2 — AI Strategy and Model Evaluation
12
1.1
Current Roles, Processes, and Inefficiencies
20 mins
1.2
Educate
20 mins
1.3
Building AI Is Incredibly Difficult
20 mins
1.4
How to Select AI Vendors
20 mins
1.5
Transitioning to a Fact‐based, Data‐driven Culture
20 mins
1.6
Baseball Revolutionized by AI in 2002
20 mins
1.7
Myth 2: AI Will Never Be Able to Do What I Do
20 mins
1.8
Importance of Generalizability
20 mins
1.9
Convex Optimization
20 mins
1.10
Comparing Performance of AI Models
20 mins
1.11
Unsupervised Learning
20 mins
1.12
OODA Loops in Retail
20 mins
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