Data and Science with Glen Wright Colopy is a podcast covering critical scientific reasoning, particularly from a data science / machine learning / statistics perspective. Episodes typically focus on understanding of how to be better scientists and critical thinkers for the practical purpose of being a better data scientists. Previously called: ”Pod of Asclepius”
Episodes
Wednesday Oct 28, 2020
Wednesday Oct 28, 2020
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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Thank you for your time and support of the series!
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
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