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- AI Product Manager's Handbook. Build, integrate, scale, and optimize products to grow as an AI product manager - Second Edition
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AI Product Manager's Handbook. Build, integrate, scale, and optimize products to grow as an AI product manager - Second Edition
Ebook
This book will provide you with a detailed roadmap for successfully building, maintaining, and evolving artificial intelligence (AI)-driven products, serving as an indispensable companion on your journey to becoming an effective AI PM.
We'll explore the AI landscape, demystify complex terms, and walk you through infrastructure, algorithms, and deployment strategies. You’ll master essential skills to understand the optimal flow of AI processes, learn about the product development life cycle from ideation to deployment, and familiarize yourself with commonly used model development techniques. We'll discuss the intricacies of building products natively with AI, as well as evolving traditional software product to AI products. Regardless of your use case, we’ll show you how you can craft compelling stories to captivate your audience. We'll help you find the right balance between foundational product design elements and the unique aspects of managing AI products, so you can prioritize wisely. We’ll also explore career considerations for AI PMs.
By the end of this book, you will understand the importance of AI integration and be able to explore emerging AI/ML models like Generative AI and LLMs. You’ll discover open-source capabilities and best practices for ideating, building, and deploying AI products across verticals.
We'll explore the AI landscape, demystify complex terms, and walk you through infrastructure, algorithms, and deployment strategies. You’ll master essential skills to understand the optimal flow of AI processes, learn about the product development life cycle from ideation to deployment, and familiarize yourself with commonly used model development techniques. We'll discuss the intricacies of building products natively with AI, as well as evolving traditional software product to AI products. Regardless of your use case, we’ll show you how you can craft compelling stories to captivate your audience. We'll help you find the right balance between foundational product design elements and the unique aspects of managing AI products, so you can prioritize wisely. We’ll also explore career considerations for AI PMs.
By the end of this book, you will understand the importance of AI integration and be able to explore emerging AI/ML models like Generative AI and LLMs. You’ll discover open-source capabilities and best practices for ideating, building, and deploying AI products across verticals.
- 1. Understanding the Infrastructure and Tools for Building AI Products
- 2. Model Development and Maintenance for AI Products
- 3. Deep Learning Deep Dive
- 4. Commercializing AI Products
- 5. AI Transformation and Its Impact on Product Management
- 6. Understanding the AI-Native Product
- 7. Productizing the ML Service
- 8. Customization for Verticals, Customers, and Peer Groups
- 9. Product Design for the AI-Native Product
- 10. Benchmarking Performance, Growth Hacking, and Cost
- 11. Managing the AI Native Product
- 12. Rising Tide of AI
- 13. Trends & Insights Across Industry
- 14. Evolving products into AI products
- 15. The role of design when products evolve to embrace AI
- 16. Managing the Evolving AI Product
- 17. Starting a career in AI PM
- 18. What does it mean to be a good AI PM?
- 19. The Evergreen Learner: Maturing and growing in AI PM
- Title: AI Product Manager's Handbook. Build, integrate, scale, and optimize products to grow as an AI product manager - Second Edition
- Author: Irene Bratsis
- Original title: AI Product Manager's Handbook. Build, integrate, scale, and optimize products to grow as an AI product manager - Second Edition
- ISBN: 9781835882856, 9781835882856
- Date of issue: 2024-11-29
- Format: Ebook
- Item ID: e_3y8i
- Publisher: Packt Publishing