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Probability

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Rating

4.3

Skill Level

Beginner

Time to complete

4 hours

Projects

2

Prequisites

None

Learn the fundamentals of probability and how to quantify and visualize uncertainty.

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About this course
In this unit, we will cover fundamental rules of probability including how to describe random events. We will cover topics such as set theory, conditional probability, joint probability, Bayes rule, probability distributions, and sampling distributions. These concepts are important in order to understand the likelihood of events, fit machine learning models, and perform hypothesis tests.

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