I&C SCI X425.99

Practical Math & Statistics for Data Science

A prerequisite for the Data Science Certificate Program and an elective course in the Data Analytics for Business Certificate Program.

Practical Math and Statistics are the foundation of the fields of Data Science and Predictive Analytics. Statistics are used in every part of business, science, and institutional data processing. This course covers fundamental statistical skills needed for Data Science and Predictive Analytics. This is an application-oriented course and the approach is practical. Students will take a look at several statistical techniques and discuss situations in which one would use each technique, the assumptions made by each method, how to set up the analysis, as well as how to interpret the results.
This course starts with an introduction to data analysis. Next the course covers the fundamental concepts of descriptive statistics, probability, and inferential statistics, which include the central limit theorem, and hypothesis testing. From there the course will focus on various statistical tests, including the Chi-Square test of independence, t-tests, correlation, ANOVA, linear regression, time series, and applying previously learned techniques in new situations.

Icon
Course
Approximate Cost $820
Format Remote
Duration 8 Weeks
Total Credits 2.5

SPRING 2024

4/8/2024 - 6/2/2024
Weeks 8
Delivery Remote
Fee $820
Status Open

SUMMER 2024

7/1/2024 - 8/25/2024
Weeks 8
Delivery Remote
Fee $820
Status Open