Graduate Certificate in High-Performance Bayesian Computing
-- ViewingNowThe Graduate Certificate in High-Performance Bayesian Computing is a course designed to empower learners with the essential skills required in today's data-driven industries. This program focuses on Bayesian computing, a critical aspect of statistical modeling and analysis, and high-performance computing, which enables efficient processing of large and complex datasets.
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โข Introduction to Bayesian Computing
โข Probability Theory and Bayesian Inference
โข High-Performance Computing Fundamentals
โข Bayesian Modeling and Computation
โข Markov Chain Monte Carlo (MCMC) Methods
โข Advanced MCMC Techniques
โข Hamiltonian Monte Carlo and No-U-Turn Sampler
โข Variational Inference and Optimization
โข Big Data and Parallel Computing in Bayesian Inference
โข Applications of High-Performance Bayesian Computing
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