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BMA: AI Strategy & Digital Transformation
Foundations of Trustworthy AI
Curriculum
1 Section
18 Lessons
30 hours
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Unit 1 — Foundations of Trustworthy AI
18
1.1
The Road to Machine Intelligence
20 mins
1.2
Basic Terminology in AI
20 mins
1.3
Types of AI Models and Use Cases
20 mins
1.4
New Challenges for the Modern AI Era
20 mins
1.5
Notes
20 mins
1.6
A Longstanding Ethical Question
20 mins
1.7
The Nature of Bias in AI
20 mins
1.8
Tradeoffs in Fairness
20 mins
1.9
Leading Practices in Promoting Fairness
20 mins
1.10
Toward a Fairer Future in AI
20 mins
1.11
Notes
20 mins
1.12
Robust vs Brittle AI
20 mins
1.13
Developing Reliable AI
20 mins
1.14
The Challenge of Generalizable Deep Learning
20 mins
1.15
Factors Influencing AI Reliability
20 mins
1.16
Robustness and Bad Actors
20 mins
1.17
Consequences Worth Contemplating
20 mins
1.18
Leading Practices in Building Robust and Reliable AI
20 mins
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