Prerequisite- Probability and Statistics for Data Science (ADS 500A)

Course Description

This course provides the mathematical and conceptual fundamentals of probability and statistics as they apply to data science. Exploratory data analysis is introduced through the application of descriptive statistics, data and sampling distribution, probability theory, hypothesis testing, and the application of modeling and statistical validation techniques. Prior experience is not required for this course.


3 units