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BMA: Project, Product & Operations
Foundations of AI Product Management
Curriculum
1 Section
19 Lessons
30 hours
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Unit 1 — Foundations of AI Product Management
19
1.1
Bridging the Gap: From Demos to Impactful Products
20 mins
1.2
A Unique Perspective
20 mins
1.3
Why This Book Matters
20 mins
1.4
The Evolution of AI Product Management
20 mins
1.5
A Personal Journey Through AI
20 mins
1.6
The Nine-Step Framework
20 mins
1.7
Who This Book Is For
20 mins
1.8
Our Journey Ahead
20 mins
1.9
Understanding the Role of AI in Business Problem-Solving
20 mins
1.10
The Foundation of Machine Learning
20 mins
1.11
The Experimentation Mindset
20 mins
1.12
Understanding the MDLC
20 mins
1.13
Importance of Developing a Research Mindset
20 mins
1.14
The Importance of Patience in AI Development
20 mins
1.15
Understanding Explainability in AI Models
20 mins
1.16
Understanding Model Drift
20 mins
1.17
The Evolution of Intelligence-First Product Management
20 mins
1.18
Introduction to Generative AI
20 mins
1.19
The Importance of Aligning AI Solutions with Business Goals
20 mins
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