Coursera
Discover the secrets to forecasting future events with our in-depth course on Modeling Time Series and Sequential Data. Whether you're new to time series analysis or looking to refine your skills, this course covers essential techniques like ARMA, ARIMA, and Bayesian modeling to help you build accurate models for trend and seasonality.
Coursera
Embark on an enlightening journey into the world of Bayesian Statistics with this engaging Coursera course. Master the art of updating your inferences based on accumulating evidence, learning to transform prior probabilities into insightful posterior probabilities. Delve into the theory and perspective that underpin the Bayesian approach, equipping you with a powerful toolset for data analysis.
OpenHPI
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.
EdX
Dive into the world of advanced computer science with 'Bayesian Algorithms for Self-Driving Cars'. This course is tailored for those interested in understanding how modern autonomous vehicles navigate and localize themselves using cutting-edge Bayesian algorithms. Gain a deep understanding of the mathematical principles behind these technologies, which are crucial for the safe operation of self-driving cars.