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IT: Artificial Intelligence & Data
Foundations of Causal Model Development
Curriculum
1 Section
17 Lessons
30 hours
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Unit 2 — Foundations of Causal Model Development
17
1.1
Notes
20 mins
1.2
Conceptual Models
20 mins
1.3
Process Models
20 mins
1.4
Collaboration Between Business and Analytics Professionals
20 mins
1.5
The Fundamental Building Blocks of Causal AI Models
20 mins
1.6
The Elements of Visual Modeling
20 mins
1.7
Summary
20 mins
1.8
Notes
20 mins
1.9
Understanding Complex Models
20 mins
1.10
Causal Modeling Process: Part 1
20 mins
1.11
Causal-Based Approach: Part 2
20 mins
1.12
Summary
20 mins
1.13
Notes
20 mins
1.14
The Hybrid Team
20 mins
1.15
Defining Roles
20 mins
1.16
The Basics Steps for a Hybrid Team Project
20 mins
1.17
An Overview of Model Creation
20 mins
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