Philosophy of Data Science Series 
Session 2: Essential Reasoning Skills for Data Science
Episode 2: Intro to Deductive Reasoning for Data Scientists
Watch it on... 
YouTube: https://youtu.be/y93D-55wgX8
Podbean: 
Deductive reasoning pervades statistics and data science...but how far can it get us to the right conclusion from data? Elina Vessonen (Finnish Institute of Health) gives a great 20-minute presentation reviewing the role of deduction in scientific reasoning. Elina begins with a common statistical example and then covers common deductive fallacies and their role in science.
It's a short and gentle introduction to a fundamental concept. Definitely worth your time!
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0:00 Intro
0:18 Deduction Example in Statistics
4:05 Deductive Reasoning: Basic Concepts
6:42 Deductive Reasoning in Science
11:00 Falsification
16:05 Deductive Reasoning: A Summary