Bayesian Methods for ML - 05 Applications and examples
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machine learning
General EM for GMM
Bayesian Methods for ML - 04 Expectation Maximization Algorithm
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machine learning
Jensen’s inequality & Kullback Leibler divergence
Bayesian Methods for ML - 03 Latent Variable Models
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Latent Variable Models
Bayesian Methods for ML - 02 Conjugate priors
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Analytical Inference
Bayesian Methods for ML - 01 Introduction to Bayesian Methods
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Coursera - Bayesian Methods for Machine Learning
Optimization and Analysis Resources
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Certification
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Coursera
Statistics 110 - 11 Markov Chains
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statistics
Markov Chains
Statistics 110 - 10 Inequalities and Limit Theorems
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statistics