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Strategic Foundation
Curriculum
3 Sections
19 Lessons
10 Weeks
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Chapter 1: Mapping Problems to Business Goals for AI Products
7
1.1
Understanding the Role of AI in Business Problem-Solving
10 mins
1.2
The Importance of Aligning AI Solutions with Business Goals
10 mins
1.3
Problem Analysis Framework
10 mins
1.4
Developing a Framework for AI Implementation Decisions
10 mins
1.5
Practical Examples of AI Solutions in Action
10 mins
1.6
The Revolutionization of Generative AI
10 mins
1.7
Endnote
10 mins
Chapter 2: Curiosity to Learn AI Use Cases and Emerging Technical ML Concepts
6
2.1
The Foundation of Machine Learning
10 mins
2.2
A Walk Through the AI Landscape
10 mins
2.3
Deep Learning and Generative AI—The Frontiers of Innovation
10 mins
2.4
The Model Training Process, Demystified
10 mins
2.5
Advanced AI
10 mins
2.6
Real-World AI: Bridging Theory and Practice
10 mins
Chapter 3: Experimentation Mindset and Room in the Roadmap to Innovate
6
3.1
The Experimentation Mindset
10 mins
3.2
Key Aspects of an Experimentation Mindset
10 mins
3.3
Experimentation in AI Projects
10 mins
3.4
Integrating Experimentation into the AI Product Roadmap
10 mins
3.5
Real-World Case Studies
10 mins
3.6
Traditional AI vs. Generative AI
10 mins
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