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AI Product Manager's Handbook

You're reading from   AI Product Manager's Handbook Build, integrate, scale, and optimize products to grow as an AI product manager

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Product type Paperback
Published in Nov 2024
Publisher Packt
ISBN-13 9781835882849
Length 484 pages
Edition 2nd Edition
Languages
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Author (1):
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Irene Bratsis Irene Bratsis
Author Profile Icon Irene Bratsis
Irene Bratsis
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Table of Contents (26) Chapters Close

Preface 1. Part 1: Lay of the Land – Terms, Infrastructure, Types of AI, and Products Done Well
2. Understanding the Infrastructure and Tools for Building AI Products FREE CHAPTER 3. Model Development and Maintenance for AI Products 4. Deep Learning Deep Dive 5. Commercializing AI Products 6. AI Transformation and Its Impact on Product Management 7. Part 2: Building an AI-Native Product
8. Understanding the AI-Native Product 9. Productizing the ML Service 10. Customization for Verticals, Customers, and Peer Groups 11. Product Design for the AI-Native Product 12. Benchmarking Performance, Growth Hacking, and Cost 13. Managing the AI-Native Product 14. Part 3: Integrating AI into Existing Traditional Software Products
15. The Rising Tide of AI 16. Trends and Insights Across Industry 17. Evolving Products into AI Products 18. The Role of AI Product Design 19. Managing the Evolving AI Product 20. Part 4: Managing the AI PM Career
21. Starting a Career as an AI PM 22. What Does It Mean to Be a Good AI PM? 23. Maturing and Growing as an AI PM 24. Other Books You May Enjoy
25. Index

Understanding the stages of NPD

In this section, we will be covering the various stages of the NPD cycle as it relates to the emergence of an AI/ML product. Through each stage, we’ll cover the major foundational areas, from the ideation to the launch of an acceptable first version of a product. The steps are laid out incrementally from the discovery stage, in which you brainstorm about the need you’re looking to address in the market and why that need needs to be bolstered by AI. In the define stage, you bring in your product requirements for your product. In the design stage, you bring in the active visual and experiential elements of your end product. In the implementation stage, you build it out. In the marketing stage, you craft a message for your broader audience. In the training stage, you put your product to the test and make sure it’s being used as intended. Finally, in the launch stage, you release your product to a broader audience for feedback. Let’...

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