Readings

Required Readings

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

Interesting readings

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