[BAYES] Lesson 5: Stochastic processes and random walks | iMooX.at

00:03 Welcome to Unit 5
00:45 Random walk in 2D
02:29 Stochastic process
03:42 Average position and distance
05:22 Probability distribution of 1D random walk
06:21 Diffusion
08:50 First return
12:09 Turtle island
14:03 Markov process
17:33 Poisson process
18:27 Gauss process
20:06 Epidemic
21:08 Takehome

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.

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