MCMC

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Statistical Mechanics: Algorithms and Computations (Coursera) Coursera
École normale supérieure

Statistical Mechanics: Algorithms and Computations (Coursera)

Explore the fascinating world of Statistical Mechanics with our online course, designed to teach you the principles of classical and quantum mechanics using algorithmic approaches. Gain a deep understanding of complex scientific concepts by writing, discussing, and generalizing computer programs that simulate real-world phenomena.

Jun 8th 2026
5-12 Weeks
Bayesian Inference with MCMC (Coursera) Coursera
Databricks

Bayesian Inference with MCMC (Coursera)

Dive into the world of Bayesian statistics with 'Bayesian Inference with MCMC' on Coursera. This course is designed to equip you with essential skills in Markov Chain Monte Carlo (MCMC) methods for performing complex Bayesian analyses. Starting from the basics, you'll learn how to apply these algorithms effectively using Python and Jupyter notebooks, focusing on PyMC3 for practical Bayesian modeling.

Jan 13th 2025
3 Weeks
Introduction to Bayesian Statistics Using R (edX) EdX
University of Canterbury,UCx

Introduction to Bayesian Statistics Using R (edX)

Embark on a foundational exploration of Bayesian statistics with this introductory course designed for beginners. Master the basics of Bayesian Data Analysis and practice solving practical problems using R, setting the stage for advanced studies in data analysis across various fields such as epidemiology, ecology, economics, and political sciences.

Self Paced
Self-Paced
Advanced Bayesian Statistics Using R (edX) EdX
University of Canterbury,UCx

Advanced Bayesian Statistics Using R (edX)

Take your understanding of Bayesian inference to the next level with our Advanced Bayesian Data Analysis Using R course. This professional program builds on foundational knowledge to explore complex topics such as modeling latent variables, Bayesian model averaging, generalised linear models, and Markov Chain Monte Carlo (MCMC) methods. Utilize R for practical application and deepen your expertise in statistical analysis.

Self Paced
Self-Paced
Mathematical understanding of uncertainty (edX) EdX
Seoul National University,SNUx

Mathematical understanding of uncertainty (edX)

Dive into the fascinating world of probability theory with our edX course, 'Mathematical Understanding of Uncertainty'. This unique series goes beyond traditional mathematics to teach you how to use probability to navigate and leverage uncertainty in everyday life. Whether you're a student or a professional, this course will equip you with essential skills for understanding and managing risk.

Self Paced
Self-Paced
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