MCMC

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Bayesian Inference with MCMC (Coursera)

Oct 7th 2024
Bayesian Inference with MCMC (Coursera)
Course Auditing
Coursera
Databricks
Categories
Data Science
Statistics & Data Analysis
Effort
Beginner
3 Weeks
1-4 Hours/Week
Languages
English
English
Bayesian Inference with MCMC (Coursera)
The objective of this course is to introduce Markov Chain Monte Carlo Methods for Bayesian modeling and inference, The attendees will start off by learning the the basics of Monte Carlo methods. This will be augmented by hands-on examples in Python that will be used to illustrate how [...]
Introduction to Computational Statistics for Data Scientists Specialization
Bayesian Inference
MCMC
Markov Chain Monte Carlo
Gibbs Sampling
Hamiltonian Monte Carlo
HMC
Coursera Plus
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Oct 7th 2024
Course Auditing
Coursera
Databricks
Data Science
Statistics & Data Analysis
Beginner
3 Weeks
1-4 Hours/Week
41.00 EUR/month
English
English

Bayesian Statistics: Techniques and Models (Coursera)

Oct 7th 2024
Bayesian Statistics: Techniques and Models (Coursera)
Course Auditing
Coursera
University of California, Santa Cruz
Categories
Statistics & Data Analysis
Data Science
Effort
Intermediate
5-12 Weeks
5-10 Hours/Week
Languages
English
Arabic
French
Portuguese
Italian
Vietnamese
German
Russian
English
Spanish
Bayesian Statistics: Techniques and Models (Coursera)
This is the second of a two-course sequence introducing the fundamentals of Bayesian statistics. It builds on the course Bayesian Statistics: From Concept to Data Analysis, which introduces Bayesian methods through use of simple conjugate models. Real-world data often require more sophisticated models to reach realistic conclusions. This course [...]
Bayesian Statistics
Statistical Modeling
ANOVA
R Programming
Gibbs Sampling
Monte Carlo Method
MCMC
Coursera Plus
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Oct 7th 2024
Course Auditing
Coursera
University of California, Santa Cruz
Statistics & Data Analysis
Data Science
Intermediate
5-12 Weeks
5-10 Hours/Week
41.00 EUR
English
Arabic
French
Portuguese
Italian
Vietnamese
German
Russian
English
Spanish

Statistical Mechanics: Algorithms and Computations (Coursera)

Sep 30th 2024
Statistical Mechanics: Algorithms and Computations (Coursera)
Free Course
Coursera
École normale supérieure
Categories
Sci: Physics
Statistics & Data Analysis
Effort
Mixed
5-12 Weeks
1-4 Hours/Week
Languages
English
French
Portuguese
Russian
English
Spanish
Statistical Mechanics: Algorithms and Computations (Coursera)
In this course you will learn a whole lot of modern physics (classical and quantum) from basic computer programs that you will download, generalize, or write from scratch, discuss, and then hand in. Join in if you are curious (but not necessarily knowledgeable) about algorithms, and about the deep [...]
Statistical Mechanics
Algorithms
Markov Chain
Bose-Einstein Condensation
Monte Carlo Method
Markov Chain Monte Carlo
MCMC
Classical Mechanics
Quantum Statistical Mechanics
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Sep 30th 2024
Free Course
Coursera
École normale supérieure
Sci: Physics
Statistics & Data Analysis
Mixed
5-12 Weeks
1-4 Hours/Week
English
French
Portuguese
Russian
English
Spanish

Advanced Bayesian Statistics Using R (edX)

Self Paced
Advanced Bayesian Statistics Using R (edX)
Course Auditing
EdX
UCx
University of Canterbury
Categories
Statistics & Data Analysis
Data Science
Effort
Advanced
Self-Paced
5-10 Hours/Week
Languages
English
English
Advanced Bayesian Statistics Using R (edX)
Now that you know the basics of Bayesian inference, dive deeper to explore its richness and flexibility more fully. Let’s take a closer look at modeling latent variables, Bayesian model averaging, generalised linear models, and MCMC methods. Advanced Bayesian Data Analysis Using R is part two of the Bayesian [...]
Bayesian Statistics Using R Professional Certificate
Bayesian Statistics
Bayesian Inference
Markov Chain Monte Carlo
MCMC
R Programming
Algorithms
Machine Learning
Data Analysis
Calculus
Biostatistics
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Self Paced
Course Auditing
EdX
UCx
University of Canterbury
Statistics & Data Analysis
Data Science
Advanced
Self-Paced
5-10 Hours/Week
157.00 EUR
English
English

Introduction to Bayesian Statistics Using R (edX)

Self Paced
Introduction to Bayesian Statistics Using R (edX)
Course Auditing
EdX
University of Canterbury
UCx
Categories
Data Science
Statistics & Data Analysis
Effort
Beginner
Self-Paced
5-10 Hours/Week
Languages
English
English
Introduction to Bayesian Statistics Using R (edX)
Learn the fundamentals of Bayesian approach to data analysis, and practice answering real life questions using R. Basics of Bayesian Data Analysis Using R is part one of the Bayesian Data Analysis in R professional certificate. Bayesian approach is becoming increasingly popular in all fields of data analysis, including [...]
Bayesian Statistics Using R Professional Certificate
Bayesian Statistics
R Programming
Data Analysis
Markov Chain Monte Carlo
MCMC
ANOVA
Bayesian Inference
Deep Learning
Data Mining
View more details
Self Paced
Course Auditing
EdX
University of Canterbury
UCx
Data Science
Statistics & Data Analysis
Beginner
Self-Paced
5-10 Hours/Week
157.00 EUR
English
English

Mathematical understanding of uncertainty (edX)

Self Paced
Mathematical understanding of uncertainty (edX)
Course Auditing
EdX
SNUx
Seoul National University
Categories
Sci: Mathematics
Effort
Beginner
Self-Paced
5-10 Hours/Week
Languages
English
English
Mathematical understanding of uncertainty (edX)
This lecture series discusses how the concept of probability can be used to handle, control, and exploit uncertainty in the real-world. It is an undergraduate-level lecture series on probability, but is entirely different from the usual courses on probability theory. The lectures cover the basics of probability theory including [...]
Uncertainty
Math
Mathematics
Probability
Probability Theory
Markov Chain Monte Carlo
MCMC
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Self Paced
Course Auditing
EdX
SNUx
Seoul National University
Sci: Mathematics
Beginner
Self-Paced
5-10 Hours/Week
49.00 EUR
English
English