

Becoming a superforecaster, decision science for better human predictions - Pavel Atanasov-the data scientist show#036
7 snips May 17, 2022
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Transcript
Episode notes
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41
Introduction
00:00 • 3min
The Good Judgment Project
03:12 • 3min
Do You Have a Passion for Forecasting?
06:28 • 2min
Are You a Better Forecaster?
08:07 • 2min
Who Are the Best Forecasters?
10:24 • 2min
How Do We Make the Most Accurate Forecasters?
12:26 • 2min
How to Be a Better Forecaster?
14:42 • 2min
How to Be a Better Forecaster?
16:12 • 4min
How to Work Well in a Team
20:10 • 2min
The Diversity Hypothesis
22:37 • 2min
Is Consistency Overrated?
24:15 • 2min
Do We Need to Update Our Opinions?
26:30 • 2min
Finding the Super Forecasters, Besides the Three Elements We Just Talked About?
28:27 • 2min
What Do You Learn From Super Forecasters?
30:01 • 2min
Predicting the Future of Life Science Trials
32:05 • 2min
Is It Better to Predict Who Will Do Well in Life Sciences?
33:42 • 4min
Are There Comparisons M Towards That?
37:57 • 2min
Is the Super Forecaster a Better Predictor?
39:29 • 3min
Can You Bet Money on Your Predictions?
42:45 • 6min
The Importance of Having a Forecaster in a Big Environment
48:22 • 3min
The Wisdom of the Crowd
50:59 • 2min
The Wisdom of the Crowd
53:13 • 6min
How to Build a Machine Learning Model With a Simple Mean
58:46 • 2min
How to Design a Predictive Question?
01:00:55 • 3min
Applied Behavior Signs
01:03:34 • 3min
What Do You Know About Human Psychology?
01:06:53 • 5min
How to Update a Model to Improve Performance?
01:11:49 • 3min
How to Collect Data and Information Better?
01:14:43 • 3min
Are the Unexpected Events Happening Early?
01:17:16 • 4min
Is It Helpful in the Life Sciences Domain A?
01:21:08 • 2min
The Colebration Curve
01:22:47 • 3min
Is 50 50 the Default for a Binary Classification?
01:26:08 • 2min
Prediction Markets
01:28:31 • 2min
What Are Some Mistakes You Made in Your Career?
01:30:04 • 3min
Are You Quitting Every Project?
01:33:27 • 4min
What I Learned From My Mentors and Advisers?
01:37:48 • 2min
Are You a Data Scientist?
01:39:55 • 3min
The Future of Decision Signs and Forecasting?
01:42:30 • 3min
Human Forece Environment
01:45:10 • 2min
Predictions and Prediction Markets
01:47:25 • 2min
Are You Excited About Your Next Project?
01:49:42 • 2min