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