The world is full of uncertainty: accidents, storms, unruly financial markets, noisy communications. The world is also full of data. Build foundational knowledge of data science with this introduction ...

First, we discuss basic probability notions from the viewpoint of category theory. Our approach is based on the following four "sine quibus non" conditions: 1. (elementary) category theory is ...

MATH.4070 — Undergraduate Id: 008346 Offering: 1 Credits: 3-3 Description Addresses the topics of probability, random variables, discrete and continuous densities, expectation and variance, special ...