Search icon CANCEL
Subscription
0
Cart icon
Your Cart (0 item)
Close icon
You have no products in your basket yet
Arrow left icon
Explore Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Free Learning
Arrow right icon
Arrow up icon
GO TO TOP
The AI Product Manager's Handbook

You're reading from   The AI Product Manager's Handbook Develop a product that takes advantage of machine learning to solve AI problems

Arrow left icon
Product type Paperback
Published in Feb 2023
Publisher Packt
ISBN-13 9781804612934
Length 250 pages
Edition 1st Edition
Languages
Arrow right icon
Author (1):
Arrow left icon
Irene Bratsis Irene Bratsis
Author Profile Icon Irene Bratsis
Irene Bratsis
Arrow right icon
View More author details
Toc

Table of Contents (19) Chapters Close

Preface 1. Part 1 – Lay of the Land – Terms, Infrastructure, Types of AI, and Products Done Well
2. Chapter 1: Understanding the Infrastructure and Tools for Building AI Products FREE CHAPTER 3. Chapter 2: Model Development and Maintenance for AI Products 4. Chapter 3: Machine Learning and Deep Learning Deep Dive 5. Chapter 4: Commercializing AI Products 6. Chapter 5: AI Transformation and Its Impact on Product Management 7. Part 2 – Building an AI-Native Product
8. Chapter 6: Understanding the AI-Native Product 9. Chapter 7: Productizing the ML Service 10. Chapter 8: Customization for Verticals, Customers, and Peer Groups 11. Chapter 9: Macro and Micro AI for Your Product 12. Chapter 10: Benchmarking Performance, Growth Hacking, and Cost 13. Part 3 – Integrating AI into Existing Non-AI Products
14. Chapter 11: The Rising Tide of AI 15. Chapter 12: Trends and Insights across Industry 16. Chapter 13: Evolving Products into AI Products 17. Index 18. Other Books You May Enjoy

Additional resources

For additional information, you can refer to the following resources:

  • Weapons of Math Destruction by Cathy O’Neil: https://www.amazon.com/Weapons-Math-Destruction-Increases-Inequality/dp/0553418815
  • Invisible Women: Exposing Data Bias in a World Designed for Men by Caroline Criado Perez: https://www.amazon.com/Invisible-Women-Data-World-Designed/dp/1419735217/ref=sr_1_1?keywords=invisible+women&qid=1673296808&sr=8-1
  • The Ethical Algorithm: The Science of Socially Aware Algorithm Design by Michael Kearns, Aaron Roth: https://www.amazon.com/Ethical-Algorithm-Science-Socially-Design/dp/0190948205/
  • Artificial Unintelligence: How Computers Misunderstand the World by Meredith Broussard: https://www.amazon.com/Artificial-Unintelligence-Computers-Misunderstand-World/dp/026253701X/
  • Algorithms of Oppression: How Search Engines Reinforce Racism by Safiya Umoja Noble: https://www.amazon.com/Algorithms-Oppression-Search-Engines-Reinforce/dp/1479837245/
  • Race After Technology: Abolitionist Tools for the New Jim Code by Ruha Benjamin: https://www.amazon.com/Race-After-Technology-Abolitionist-Tools/dp/1509526404/
  • The Age of Surveillance Capitalism: The Fight for a Human Future at the New Frontier of Power by Shoshana Zuboff : https://www.amazon.com/Age-Surveillance-Capitalism-Future-Frontier/dp/1541758005/
  • Automating Inequality: How High-Tech Tools Profile, Police, and Punish the Poor by Virginia Eubanks: https://www.amazon.com/Automating-Inequality-High-Tech-Profile-Police/dp/1250074312/
  • Data Feminism by Catherine D’Ignazio: https://www.amazon.com/Feminism-Strong-Ideas-Catherine-DIgnazio/dp/0262044005/
You have been reading a chapter from
The AI Product Manager's Handbook
Published in: Feb 2023
Publisher: Packt
ISBN-13: 9781804612934
Register for a free Packt account to unlock a world of extra content!
A free Packt account unlocks extra newsletters, articles, discounted offers, and much more. Start advancing your knowledge today.
Unlock this book and the full library FREE for 7 days
Get unlimited access to 7000+ expert-authored eBooks and videos courses covering every tech area you can think of
Renews at $19.99/month. Cancel anytime
Banner background image