The Artists of Data Science

The Book of Why | Dana Mackenzie

Dec 10, 2021
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1
Introduction
00:00 • 2min
2
Doctor Dana Mackenzie, a Man Whose Job It Is to Get Free Lessons From the Smartest People in the World and Then Write About Them
02:18 • 2min
3
How Many Ways Are There for My Class to Line Up to Go to Lunch?
04:13 • 5min
4
How to Develop and Cultivate the Writing Muscle?
09:36 • 4min
5
We Can't Just Write, but We Can Make Tools, and We Can Change Our Environment
13:07 • 4min
6
The Science of Causation
17:28 • 2min
7
Is There a Correlation Between Fathers and Sons Heights?
19:00 • 6min
8
Is Correlation Not Causation?
24:33 • 3min
9
Is Causation in the Data?
27:04 • 2min
10
The Money Hall Paradox
29:20 • 5min
11
Book of Wy Ask Get - Book of Wy Ask Get
34:06 • 2min
12
The Third Level of Causation Is Intervention
36:30 • 5min
13
Seeing and Doing
41:58 • 4min
14
Randomize Control Trials
45:37 • 5min
15
Do You Have the Right to Control for Causation?
50:55 • 2min
16
Do You Believe Walking Will Reduce Your Heart Attack Risk?
52:57 • 2min
17
Controlling for Confounders
55:06 • 5min
18
Is the De Operator Really a Conditional Probability Formula?
01:00:22 • 3min
19
The De Operator and the Due Calculus - Is That Correct?
01:02:58 • 2min
20
The Cost of Not Having a Confounder Definition
01:04:46 • 2min
21
What Is the Right Causal Model?
01:06:50 • 3min
22
Basing Statistics
01:09:29 • 6min
23
The Future of Artificial Intelligence
01:15:01 • 2min
24
The Tears in Amber
01:17:28 • 4min
25
What a Song Do You Have on Repeat?
01:21:03 • 4min
26
What's Your Favorite Comfort Food?
01:25:20 • 2min
27
How Can People Connect With You on Line?
01:27:48 • 2min