Course description
Statistics Using Python
This course is a compact primer in statistics as a foundation for data-driven business analysis. A selection of concepts include descriptive statistics, probability, inference, correlation, and regression. The course also exposes students to basic Python programming for use in statistics.
Upcoming start dates
Suitability - Who should attend?
Prerequisites
None
Outcome / Qualification etc.
What you'll learn
You will learn to calculate descriptive statistics and generate basic visualizations using Python; explain principles of probability and derive measures related to probability functions; communicate the uncertainty in statistical estimates; and perform regression analysis and distinguish between correlation and causation.
Training Course Content
Link to Statistics Using Python Course Syllabus:
https://docs.google.com/document/d/1nf3w1REHHOykmL4PLcuSbqiLRxMTErAU/edit?usp=sharing&ouid=100868878920632153123&rtpof=TRUE&sd=TRUE
Course delivery details
This course is offered through The University of Wisconsin-Madison, a partner institute of EdX.
12-15 hours per week
Expenses
- Verified Track -$1075
- Audit Track - Free