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The AI Product Manager's Handbook

You're reading from  The AI Product Manager's Handbook

Product type Book
Published in Feb 2023
Publisher Packt
ISBN-13 9781804612934
Pages 250 pages
Edition 1st Edition
Languages
Author (1):
Irene Bratsis Irene Bratsis
Profile icon Irene Bratsis

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 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

Successes – Examples that inspire

In this section, we will be looking at examples of complex, collaborative AI products that use a number of models and build a product intuition of how they can be inspired by examples where companies had a considerable amount of commercial success. The purpose of this section is to show real-life examples where a product used an assortment of AI/ML specializations to deliver a product that gave value to its end users and market.

The product examples we will be covering in the following section include Lensa (a generative AI selfie app) and PeriWatch Vigilance (a health app for mothers and babies made by PeriGen).

Lensa

Given the current sensation of the Lensa app, we thought this would serve as a great first example. Lensa took the internet by storm with its fantasy AI selfie-generation app. The idea is you feed it between 10 and 20 images for the neural networks to learn from, and based on that training, it will generate 50 or more...

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