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

Product type Paperback

Published in Feb 2023

Publisher Packt

ISBN-13 9781804612934

Length 250 pages

Edition 1st Edition

Languages

Python

Concepts

Artificial Intelligence

Author (1):

Irene Bratsis

View More author details

Table of Contents (19) Chapters

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

Why subscribe?

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/