Name

Author(s)

Publisher

Year

​Rules of Machine Learning​

Martin Zinkevich

Google

2020

​People + AI Guidebook​

People + AI Research (PAIR)

Google

2020

​Designing Great ML Experiences​

Apple's WWDC 2019

Apple

2019

​Managing Machine Learning Projects​

V.M. Megler

Amazon Web Services

2019

​Everything We Wish We'd Known About Building Data Products​

​DJ Patil​

First Round

​

​Does AI make strong tech companies stronger?​

Benedict Evans

​

2018

​Shipping disruptive ML/AI products at scale (not papers)​

Synthesized

Synthesized

2020

​The Step-By-Step PM Guide to Building Machine Learning Based Products​

Yavel Gavish

Medium

2017

Name

Author(s)

Publisher

Year

​Rise of the Data Product Manager​

Trey Causey

Medium

2017

​Practical Skills for The AI Product Manager​

Justin Norman, Peter Skomoroch and Mike Loukides

O'Reilly

2020

​What does Machine Learning look like?​

Matt Fyles

​

​

​What you need to know about product management for AI​

Peter Skomoroch and Mike Loukides

O'Reilly

2020

​7 Artificial Intelligence Trends and How They Work With Operational Machine Learning​

Nisha Talagala

Oracle

2019

​Machine Learning Glossary​

Brendan Fortuner

​

2020