Courses

Show what you’ve learned from the Professional Certificate Program in Data Science.

Increase your quantitative reasoning skills through a deeper understanding of probability and statistics, with the engaging “Fat Chance” approach that’s made this course a favorite among learners worldwide.

Learn skills and tools that support data science and reproducible research, to ensure you can trust your own research results, reproduce them yourself, and communicate them to others.

Learn inference and modeling: two of the most widely used statistical tools in data analysis.

Learn probability theory — essential for a data scientist — using a case study on the financial crisis of 2007–2008.

Learn probability, an essential language and set of tools for understanding data, randomness, and uncertainty.

Learn simple graphical rules that allow you to use intuitive pictures to improve study design and data analysis for causal inference.