Machine Learning for Developers
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Probability and random variables

We are now about to study the single most important discipline required for understanding all the concepts of this book.

Probability is a mathematical discipline, and its main occupation is the study of random events. In a more practical definition, probability normally tries to quantify the level of certainty (or conversely, uncertainty) associated with an event, from a universe of possible occurrences.