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BMA: AI Strategy & Digital Transformation
Transparency, Explainability, and Security
Curriculum
1 Section
17 Lessons
30 hours
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Unit 2 — Transparency, Explainability, and Security
17
1.1
Driving Toward Robust and Reliable Tools
20 mins
1.2
Notes
20 mins
1.3
Defining the Nature of Transparency in AI
20 mins
1.4
The Limits of Transparency
20 mins
1.5
Weighing the Impact on the Stakeholders
20 mins
1.6
Taking Steps into Transparency
20 mins
1.7
Trust from Transparency
20 mins
1.8
Notes
20 mins
1.9
The Components of Understanding AI Function
20 mins
1.10
The Value in Explainable AI
20 mins
1.11
Factors in Explainability
20 mins
1.12
Technical Approaches to Fostering Explainability
20 mins
1.13
Leading Practices in Process
20 mins
1.14
The Explainable Imperative
20 mins
1.15
Notes
20 mins
1.16
What Does AI Compromise Look Like?
20 mins
1.17
How Unsecure AI Can Be Exploited
20 mins
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