Purdue University’s online Graduate Certificate in Foundations of Data Science offers a comprehensive introduction to the key principles and techniques in data science. Designed for professionals ...

Offered: Winter (TTh 9:30-10:50 a.m.) and Spring (TTh 12:30-1:50 p.m.) Foundations of Data Science will cover the fundamentals of data science and the context within which this field operates. This ...

This course will provide an introduction to the mathematical and algorithmic foundations of data science. Topics include the counterintuitive nature of data in high dimensions, important linear ...

Understand the foundations of probability and its relationship to statistics and data science. We’ll learn what it means to calculate a probability, independent and dependent outcomes, and conditional ...