

Episode 16: Data Science and Decision Making Under Uncertainty
13 snips Dec 14, 2022
JD Long, agricultural economist and quant, discusses decision making under uncertainty in data science, common mistakes, heuristics for decision-making, and the impact of cognitive biases. Topics include coupling data science with decision-making, model building, storytelling, and the intersection of cognitive biases.
Chapters
Transcript
Episode notes
1 2 3 4 5 6 7
Introduction
00:00 • 2min
Navigating Decision-Making Under Uncertainty
02:09 • 19min
Navigating Decision-Making Under Uncertainty
20:55 • 25min
Understanding Causality and Nonlinearity in Analyzing Insurance Declination Rates
46:09 • 6min
Understanding Causality and Probabilistic Thinking in Decision-Making
52:07 • 12min
Choosing Data Science Tools
01:04:15 • 12min
Modeling Analyst Intuition
01:16:20 • 6min