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