Philosophy of Data Science Series
Session 2: Essential Reasoning Skills for Data Science
Episode 4: Intro to Abductive Reasoning for Data Scientists
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The third and final of our (planned) short tutorials on key modes of critical reasoning. Abduction is common called "inference to the best explanation"...so it's easy to see why this concept is important for data scientists.
Huub Brouwer (Utrecht University) walks us through a brief tutorial on how even a world-famous infer-er can get this wrong and how data scientists can avoid the same mistake.
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0:00 Intro
0:18 Example of Abduction in Action
4:55 Definition of Abduction
6:21 Applying Abductive Reasoning
8:35 Why is Abduction Not Deduction?
14:55 Abduction in Data Sciences
17:40 Conclusion
