YoVDO

Markov Chain

Offered By: patrickJMT via YouTube

Tags

Mathematics Courses Markov Chains Courses Stochastic Processes Courses Probability Theory Courses

Course Description

Overview

Dive into a comprehensive 90-minute tutorial on Markov Chains, exploring transition diagrams, steady states, regular and absorbing Markov chains. Learn through a structured progression, starting with fundamental concepts and advancing to applied problems. Examine the standard form for absorbing Markov chains and investigate limiting matrices. Gain a thorough understanding of this powerful mathematical tool used in various fields such as computer science, physics, and economics.

Syllabus

Markov Chains - Part 1.
Markov Chains, Part 2.
Markov Chains, Part 3 - Regular Markov Chains.
Markov Chains , Part 4.
Markov Chains, Part 5.
Markov Chains - Part 6 - Applied Problem for Regular Markov Chains.
Markov Chains - Part 7 - Absorbing Markov Chains and Absorbing States.
Markov Chains - Part 8 - Standard Form for Absorbing Markov Chains.
Markov Chains - Part 9 - Limiting Matrices of Absorbing Markov Chains.


Taught by

patrickJMT

Related Courses

Probability - The Science of Uncertainty and Data
Massachusetts Institute of Technology via edX
Introduction to Probability, Statistics, and Random Processes
University of Massachusetts Amherst via Independent
Bioinformatique : algorithmes et génomes
Inria (French Institute for Research in Computer Science and Automation) via France Université Numerique
Algorithms for Big Data
Indian Institute of Technology Madras via Swayam
Quantitative Model Checking
EIT Digital via Coursera