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IT: Artificial Intelligence & Data
Causal AI Implementation and Governance
Curriculum
1 Section
17 Lessons
30 hours
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Unit 3 — Causal AI Implementation and Governance
17
1.1
Summary
20 mins
1.2
Explainability
20 mins
1.3
Detecting Bias and Ensuring Responsible AI
20 mins
1.4
Summary
20 mins
1.5
Note
20 mins
1.6
The Causal AI Pipeline
20 mins
1.7
The Importance of Synthetic Data
20 mins
1.8
Current State of Tools and Software in Causal AI
20 mins
1.9
Summary
20 mins
1.10
Enterprise Marketing in a Business-to-Consumer Scenario
20 mins
1.11
Moving from Strategy to Building and Implementing Causal AI Solutions
20 mins
1.12
Summary
20 mins
1.13
Where We Stand Today
20 mins
1.14
Foundations of Causal AI
20 mins
1.15
The Causal AI Journey
20 mins
1.16
Integrating Causal AI and Traditional AI
20 mins
1.17
The Imperative for Managing Data
20 mins
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