Advanced Data Analysis

This course takes learners beyond the basics of data analysis into more advanced statistical techniques, including hypothesis testing, correlation and regression, and interpreting results correctly rather than at face value. You will learn to clean and prepare larger or messier datasets, choose the right method for a given question, and avoid common statistical mistakes.

You will also learn how to present advanced analysis clearly to non technical audiences such as management or donors. It is intended for learners who have already covered basic data analysis and want to move into more rigorous, decision supporting analytical work.