[BAYES] Lesson 4: Combinatorics - The art of counting | iMooX.at
Channel: iMooX at
Date: 2021-06-02

00:03 Welcome to Unit 4 
01:02 Arranging different objects 
02:30 Arranging two sorts of objects
03:54 Pascal's Triangle 
04:36 Arranging objects with many species
05:29 Drawing with replacement - two species
07:15 Drawing with replacement - many species
07:58 Drawing without replacement
11:55 Poisson distribution
13:40 Geometric distribution
14:02 Distributing
14:42 Distributing indistinguishable coins (copper)
16:33 Distributing indist. coins with limited box size (gold)
17:33 Distributing distinguishable coins (silver)
20:21 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

iMooX is the first and only Austrian MOOC platform. On iMooX we offer free online courses (Massive Open Online Courses) on a variety of topics. The courses are openly licensed and can be attended whenever and wherever. Exciting new courses are constantly being added to the platform's existing offering.
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