DTSA 5001 - Probability Theory: Foundation for Data Science uri icon

Overview

description

  • Probability Theory covers the foundations of probability and its relationship to statistics and data science. Calculate a probability, independent and dependent outcomes, and conditional events. Understand discrete and continuous random variables and see how this fits with data collection. Learn Gaussian (normal) random variables and the Central Limit Theorem and understand it's fundamental importance for statistics and data science.