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

Increase your quantitative reasoning skills through a deeper understanding of probability and statistics.

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

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

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

Build a foundation in R and learn how to wrangle, analyze, and visualize data.

Learn basic data visualization principles and how to apply them using ggplot2.

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