[BAYES] Lesson 6: Bayesian deep reasoning | iMooX.at
Channel: iMooX at
Date: 2021-04-27

00:03 Welcome to Unit 5
00:44 Bayes Theorem
04:17 Treasure island
07:21 Prior assignment via MaxEnt
11:19 Prior assignment: Maximizing the entropy
13:49 The starfish rating - Experimental reliability test
16:26 The starfish rating - Laplace law of succession
17:00 The starfish rating - The Bayesian approach
18:54 Update by new evidence
21:13 Takehome

This is a video of the course "Bayesian probability theory" on https://imoox.at/course/bayes22

The primary motivation for this course is to warm a broader audience to probability theory, as it is central to all scientific fields. Or as E.T. Jaynes - one of the most important researchers on probability theory of the last century - put it: "Probability is the logic of science."

The course consists of 9 units. The time required for the course was estimated at 6 hours per unit.
You can find the full playlist for the course here: https://www.youtube.com/playlist?list=PLhy2nHJciTECmGvROzdSRhH-tZZOT_dMf

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