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Bayesian
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Math for Machine Learning: Introduction to Bayesian Statistics
Bayesian statistics is a way of thinking about probability that helps us make decisions and predictions by combining what we already know (called a prior) with new data we see. It is a large field with many popular applications (bayesian networks, diffusion models, variational autoencoders), with a couple key ideas. The probability density ...
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