Bayesian Statistics

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Bayesian Statistics: Time Series Analysis (Coursera) Coursera
University of California, Santa Cruz

Bayesian Statistics: Time Series Analysis (Coursera)

Statistics & Data Analysis

Dive into the world of Bayesian statistics with our specialized course on Time Series Analysis. This is the fourth in a sequence designed to equip you with a deep understanding of Bayesian methods, focusing specifically on analyzing patterns over time. Whether you're a seasoned data scientist or just starting out, this course will enhance your ability to model and forecast temporal data effectively.

Jul 27th 2026
5-12 Weeks
Statistics Forecasting Bayesian Statistics
Details
Bayesian Statistics: From Concept to Data Analysis (Coursera) Coursera
University of California, Santa Cruz

Bayesian Statistics: From Concept to Data Analysis (Coursera)

Statistics & Data Analysis Data Science

Dive into the world of Bayesian Statistics with our introductory course. Starting from fundamental probability concepts, we guide you through understanding the Bayesian approach and its practical application in data analysis. Compare it to the traditional Frequentist method and uncover the unique benefits of Bayesian statistics.

Jun 22nd 2026
4 Weeks
Statistics Probability Data Analysis
Details
Introduction to Bayesian Data Analysis (openHPI) OpenHPI
Hasso-Plattner-Institut

Introduction to Bayesian Data Analysis (openHPI)

Statistics & Data Analysis Data Science

Embark on a journey into the world of Bayesian data analysis with our free course designed for those familiar with R programming language. This course will guide you through basic concepts such as random variables, probability distributions, and Bayes' theorem, applying these principles to simple data analysis problems. You'll delve into regression modeling using the brms package and gain a brief introduction to hierarchical models. Ideal for anyone who has previously engaged in frequentist data analysis.

Jan 25th 2023
5-12 Weeks
Data Analysis Regression Modeling Regression Analysis
Details
Sensor Fusion and Non-linear Filtering for Automotive Systems (edX) EdX
Chalmers University of Technology,ChalmersX

Sensor Fusion and Non-linear Filtering for Automotive Systems (edX)

Engineering

Discover the core principles of sensor fusion and non-linear filtering as applied to advanced automotive technologies. This course provides a comprehensive introduction to algorithms crucial for estimating parameters using multiple sensors, enhancing vehicle safety and performance.

Self Paced
Self-Paced
Statistics Bayesian Statistics Emerging Automotive Technologies MicroMasters
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Applied Bayesian for Analytics (edX) EdX
Indian Institute of Management, Bangalore,IIMBx

Applied Bayesian for Analytics (edX)

Statistics & Data Analysis

Dive into the world of Bayesian Statistics with our Applied Bayesian for Analytics course. This comprehensive program will guide you through constructing, fitting, estimating, and computing Bayesian statistical models using OpenBUGS, a freely available software. Whether you're a budding data scientist or looking to expand your analytical toolkit, this course offers an in-depth exploration of key concepts such as parametrizations, priors, likelihoods, Monte Carlo methods, and multilevel modeling.

Self Paced
Self-Paced
Statistics Monte Carlo Method Analytics
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