Probability Theory Archives

Machine Learning 101 – Application of Bayes’ Theorem

April 15, 2019April 20, 2019 - by kindsonthegenius - 1 Comment

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 given marginal probability. Lets’ now …

Machine Learning 101 Lecture 8 - Introduction to Probability Theory

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

Machine Learning 101 – Introduction to Probability Theory

April 11, 2019April 17, 2019 - by kindsonthegenius - 1 Comment

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 of Machine Learning. Big words …