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Category: Probability Theory

Data Science / Machine Learning 101 / Probability Theory

Machine Learning 101 – Application of Bayes’ Theorem

kindsonthegeniusby kindsonthegeniusApril 15, 2019September 10, 20202

In the previous lesson (Lesson 9), we derived Bayes theorem. So let’s write it out: Also recall that Bayes’ theorem helps us find conditional probabilities …

Data Science / Machine Learning / Machine Learning 101 / Probability Theory / Probability Theory

Machine Learning 101 – Introduction to Probability Theory

kindsonthegeniusby kindsonthegeniusApril 11, 2019September 10, 20202

As you already know, one of the four basic theories of Machine Learning is the Probability Theory. Or simply, Probability.  And this is one challenge …

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