Bayesian Inference

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Bayesian Statistics (Coursera)

May 19th 2025
Bayesian Statistics (Coursera)
Course Auditing
Coursera
Duke University
Categories
Data Science
Statistics & Data Analysis
Effort
Intermediate
5-12 Weeks
5-10 Hours/Week
Languages
English
Vietnamese
Turkish
Spanish
Russian
Portuguese
Korean
German
French
English
Arabic
Bayesian Statistics (Coursera)
This course describes Bayesian statistics, in which one's inferences about parameters or hypotheses are updated as evidence accumulates. You will learn to use Bayes’ rule to transform prior probabilities into posterior probabilities, and be introduced to the underlying theory and perspective of the Bayesian paradigm. [...]
Statistics with R Specialization
Data Analysis
R Programming
Bayesian Inference
Bayesian Linear Models
Bayesian
Bayesian Methods
Statistics
Bayesian Statistics
Coursera Plus
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May 19th 2025
Course Auditing
Coursera
Duke University
Data Science
Statistics & Data Analysis
Intermediate
5-12 Weeks
5-10 Hours/Week
42.00 EUR/month
English
Vietnamese
Turkish
Spanish
Russian
Portuguese
Korean
German
French
English
Arabic

Statistical Learning (Coursera)

Apr 28th 2025
Statistical Learning (Coursera)
Course Auditing
Coursera
Illinois Tech
Categories
Data Science
Statistics & Data Analysis
Effort
Intermediate
5-12 Weeks
11-20 Hours/Week
Languages
English
English
Statistical Learning (Coursera)
This course offers a deep dive into the world of statistical analysis, equipping learners with cutting-edge techniques to understand and interpret data effectively. We explore a range of methodologies, from regression and classification to advanced approaches like kernel methods and support vector machines, all designed to enhance your data [...]
Statistical Learning
Logistic Regression
Artificial Neural Networks
Linear Regression
K-Means Clustering
Bayesian Inference
Bootstrapping
Classification
Splines
K-Nearest Neighbors
Maximum Likelihood Estimation
Coursera Plus
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Apr 28th 2025
Course Auditing
Coursera
Illinois Tech
Data Science
Statistics & Data Analysis
Intermediate
5-12 Weeks
11-20 Hours/Week
45.00 EUR
English
English

Bayesian Statistics: From Concept to Data Analysis (Coursera)

Apr 28th 2025
Bayesian Statistics: From Concept to Data Analysis (Coursera)
Course Auditing
Coursera
University of California, Santa Cruz
Categories
Data Science
Statistics & Data Analysis
Effort
Intermediate
4 Weeks
1-4 Hours/Week
Languages
English
French
Portuguese
Russian
English
Spanish
Bayesian Statistics: From Concept to Data Analysis (Coursera)
This course introduces the Bayesian approach to statistics, starting with the concept of probability and moving to the analysis of data. We will learn about the philosophy of the Bayesian approach as well as how to implement it for common types of data. We will compare the Bayesian approach [...]
Bayesian Statistics
Statistics
Data Analysis
Bayesian
Probability
Statistical Inference
Discrete Data
Continuous Data
Bayesian Inference
R Programming
Data Science
Coursera Plus
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Apr 28th 2025
Course Auditing
Coursera
University of California, Santa Cruz
Data Science
Statistics & Data Analysis
Intermediate
4 Weeks
1-4 Hours/Week
41.00 EUR
English
French
Portuguese
Russian
English
Spanish

Introduction to PyMC3 for Bayesian Modeling and Inference (Coursera)

Mar 10th 2025
Introduction to PyMC3 for Bayesian Modeling and Inference (Coursera)
Course Auditing
Coursera
Databricks
Categories
Data Science
Effort
Beginner
4 Weeks
1-4 Hours/Week
Languages
English
English
Introduction to PyMC3 for Bayesian Modeling and Inference (Coursera)
The objective of this course is to introduce PyMC3 for Bayesian Modeling and Inference, The attendees will start off by learning the the basics of PyMC3 and learn how to perform scalable inference for a variety of problems. This will be the final course in a specialization of [...]
Introduction to Computational Statistics for Data Scientists Specialization
Bayesian Inference
Python Programming
PyMC3
Monte Carlo Method
Coursera Plus
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Mar 10th 2025
Course Auditing
Coursera
Databricks
Data Science
Beginner
4 Weeks
1-4 Hours/Week
41.00 EUR/month
English
English

Bayesian Inference with MCMC (Coursera)

Mar 10th 2025
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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Mar 10th 2025
Course Auditing
Coursera
Databricks
Data Science
Statistics & Data Analysis
Beginner
3 Weeks
1-4 Hours/Week
41.00 EUR/month
English
English

Introduction to Bayesian Statistics (Coursera)

Mar 10th 2025
Introduction to Bayesian Statistics (Coursera)
Course Auditing
Coursera
Databricks
Categories
Data Science
Statistics & Data Analysis
Effort
Beginner
4 Weeks
1-4 Hours/Week
Languages
English
English
Introduction to Bayesian Statistics (Coursera)
The objective of this course is to introduce Computational Statistics to aspiring or new data scientists. The attendees will start off by learning the basics of probability, Bayesian modeling and inference. This will be the first course in a specialization of three courses .Python and Jupyter notebooks will be [...]
Introduction to Computational Statistics for Data Scientists Specialization
Bayesian Statistics
Bayesian Inference
Python Programming
Probability
SciKit-Learn
NumPy
Scipy
Coursera Plus
View more details
Mar 10th 2025
Course Auditing
Coursera
Databricks
Data Science
Statistics & Data Analysis
Beginner
4 Weeks
1-4 Hours/Week
41.00 EUR/month
English
English

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
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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

Introduction to Scientific Machine Learning (edX)

Aug 21st 2023
Introduction to Scientific Machine Learning (edX)
Course Auditing
EdX
PurdueX
Purdue University
Categories
Engineering
Effort
Advanced
13-24 Weeks
5-10 Hours/Week
Languages
English
English
Introduction to Scientific Machine Learning (edX)
Learn the basics of machine learning with hands-on practical examples on engineering applications. This course provides an introduction to data analytics for individuals with no prior knowledge of data science or machine learning. The course starts with an extensive review of probability theory as the language of uncertainty, discusses [...]
Machine Learning
Engineering Applications
Probability Theory
Propagation
Uncertainty
Bayesian Inference
Linear Regression
Logistic Regression
Unsupervised Learning
Gaussian Processes
Neural Networks
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Aug 21st 2023
Course Auditing
EdX
PurdueX
Purdue University
Engineering
Advanced
13-24 Weeks
5-10 Hours/Week
2103.00 EUR
English
English

Applied Bayesian for Analytics (edX)

Self Paced
Applied Bayesian for Analytics (edX)
Course Auditing
EdX
Indian Institute of Management, Bangalore
IIMBx
Categories
Statistics & Data Analysis
Effort
Beginner
Self-Paced
1-4 Hours/Week
Languages
English
English
Applied Bayesian for Analytics (edX)
Learn how to construct, fit, estimate and compute Bayesian statistical models with the help of OpenBUGS (freely available software). Bayesian Statistics is a captivating field and is used most prominently in data sciences. In this course we will learn about the foundation of Bayesian concepts, how it differs from [...]
Bayesian Linear Models
Computational Bayes
Monte Carlo Method
Bayesian Inference
Bayes Theorem
Statistics
OpenBUGS
Applied Bayesian
Bayesian Statistics
Analytics
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Self Paced
Course Auditing
EdX
Indian Institute of Management, Bangalore
IIMBx
Statistics & Data Analysis
Beginner
Self-Paced
1-4 Hours/Week
139.00 EUR
English
English