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

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

Last modified 9mo ago