[BAYES] Lesson 5: Stochastic processes and random walks | iMooX.at
Channel: iMooX at
Date: 2021-04-19

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

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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