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 ...

But the “Introduction to Data Science” sequence changed ... Other new courses in development will cover misinterpretation of data, the economic value of data and the mathematical foundations of ...

How can we design algorithms that allow us to process and analyze these high-dimensional data efficiently? This course will provide an introduction to the mathematical and algorithmic foundations of ...

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 ...

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 ...

DTSA 5001 Probability Theory: Foundation for Data Science DTSA 5002 Statistical Inference for Estimation in Data Science DTSA 5003 Statistical Inference and Hypothesis Testing in Data Science ...

Purdue’s Foundations of Data Science Graduate Certificate gives students the opportunity to learn in-demand data science skills in less time than a traditional master’s degree – making fast career ...

Introduces concepts and skills fundamental to Data Science including: getting data, data wrangling, exploratory data analysis, basic statistics, data visualization, data modeling, and learning. The ...