Product Book Club "Data Science for Business" book review/ discussion with author Foster Provost and Product Managers - Jan 2022
Jan 28, 2022
Foster Provost, author of 'Data Science for Business,' discusses evaluating DS projects, calculating expected ROI, collaborating with data scientists. Topics include applying DS in real estate, experimentation, factors in decision making, and recommendations for product managers.
Chapters
Transcript
Episode notes
1 2 3 4 5 6 7
Introduction
00:00 • 4min
The Expected Value Framework for Building Products with Predictive Analytics
03:41 • 12min
Exploring Challenges and Considerations in the Real Estate Market
15:59 • 8min
Importance of Experimentation and ROI Consideration
23:50 • 24min
The Influence of Life Events and Machine Learning's Predictive Power
47:53 • 3min
Factors for Decision Making and Categories in Machine Learning
50:24 • 5min
Recommendations for Product Managers in Data Science Heavy Products
55:16 • 3min