AI Powered Product Design and Management
Overview
SECTION 1: Foundations of AI Product Thinking
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Introduction to AI Products
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AI vs Traditional Software Products
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The AI Product Lifecycle
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Understanding Users in AI Systems
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Ethics, Bias & Responsible AI
SECTION 2: AI Fundamentals for Product Managers -
Basics of Machine Learning
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Data: The Fuel of AI
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Model Types (NLP, CV, Generative AI)
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Evaluation Metrics & Trade-offs
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AI System Architecture
SECTION 3: AI Product Design -
Designing AI Experiences
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Human-AI Interaction Design
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Prompt Engineering & UX
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Personalization & Recommendation Systems
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Conversational Interfaces
SECTION 4: AI Product Development -
MVP Strategy for AI Products
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Data Pipelines & Infrastructure
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Model Selection & Integration
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APIs & LLM Integration
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Experimentation & Iteration
SECTION 5: AI Product Management -
Roadmapping AI Products
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AI Product Metrics
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Growth & Scaling
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AI Monetization Strategies
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Managing AI Teams
SECTION 6: Advanced Topics -
Generative AI Products
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Autonomous Agents & AI Workflows
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AI Startups & Venture Building
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Future Trends in AI Product Management
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Capstone Project
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Details
- ISBN-13: 9798252738208
- ISBN-10: 9798252738208
- Publisher: Independently Published
- Publish Date: March 2026
- Dimensions: 9 x 6 x 0.65 inches
- Shipping Weight: 0.92 pounds
- Page Count: 310
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