
Introduction to Machine Learning
Bayesian Models for Probability Prediction
Documentary · Aug 19, 2021 · 28 min Prime Video
Available on Prime Video
S1, E6: A program need not understand the content of an email to know with high probability that it’s spam. Discover how machine learning does so with the Naive Bayes approach, which is a simplified application of Bayes’ theorem to a simplified model of language generation. The technique illustrates a very useful strategy: going backward from effects (in this case, words) to their causes (spam).
Documentary · Aug 19, 2021 · 28 min