This Specialization is intended for all learners seeking to develop proficiency in statistics, Bayesian statistics, Bayesian inference, R programming, and much more. Through four complete courses (From Concept to Data Analysis; Techniques and Models; Mixture Models; Time Series Analysis) and a culminating project, you will cover Bayesian methods – such as conjugate models, MCMC, mixture models, and dynamic linear modeling – which will provide you with the skills necessary to perform analysis, engage in forecasting, and create statistical models using real-world data.
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