Professional Certificate in Bayesian Statistics and R for Business
-- ViewingNowThe Professional Certificate in Bayesian Statistics and R for Business is a crucial course that bridges the gap between Bayesian theory and practical application in the business world. This program, offered by edX and taught by experts from the University of California, Santa Cruz, emphasizes the importance of Bayesian methods and their real-world impact on data-driven decision-making.
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⢠Unit 1: Introduction to Bayesian Statistics and R
⢠Unit 2: Probability Theory and Bayes' Theorem
⢠Unit 3: Prior, Likelihood, and Posterior Distributions
⢠Unit 4: Conjugate Priors and their Applications
⢠Unit 5: MCMC Methods and Gibbs Sampling
⢠Unit 6: Bayesian Inference for Regression Models
⢠Unit 7: Model Selection and Comparison in Bayesian Analysis
⢠Unit 8: Bayesian Networks and Graphical Models
⢠Unit 9: Case Studies and Real-World Applications
⢠Unit 10: Advanced Topics in Bayesian Computing with R
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