Section: Markov Chain Monte Carlo | 342SM-1 - Mod A: Probabilistic Machine Learning 2024 | Moodle@Units

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Section outline

- Select activity Recorded Lectures: MCMC
  
  Recorded Lectures: MCMC Page
- Select activity Blackboard: MCMC
  
  Blackboard: MCMC File PDF
- Select activity Slides: MCMC
  
  Slides: MCMC File PDF
- Select activity Book: Gelman et al. - Bayesian Data Analysis, third edition
  
  Book: Gelman et al. - Bayesian Data Analysis, third edition File PDF
- Select activity Michael Betancourt - A Conceptual Introduction to Hamiltonian Monte Carlo
  
  Michael Betancourt - A Conceptual Introduction to Hamiltonian Monte Carlo File PDF
- Select activity Reading: Hamiltonian MC and no-U-turn sampling
  
  Reading: Hamiltonian MC and no-U-turn sampling File PDF
- Select activity Homework 02
  
  Homework 02 Assignment
  
  Opened: Wednesday, 30 April 2025, 4:01 PM
  
  Due: Wednesday, 14 May 2025, 11:59 PM
  
  You can find the problems here:
  
  https://github.com/r-doz/PML2025/blob/main/Homeworks/Homework_2.ipynb
  
  Please submit a notebook (.ipynb) file.
  
  The deadline for the submission is on the 14th of May at 23:59.