Harvard: Data Science: Probability
Learn probability theory — essential for a data scientist — using a case study on the financial crisis of 2007-2008.
✅ 8 weeks; 1-2 hours per week
✅ Self paced: Beginner
✅ Free Limited Access Optional upgrade available.
What You Will Learn
✅ Important concepts in probability theory including random variables and independence
✅ How to perform a Monte Carlo simulation
✅ The meaning of expected values and standard errors and how to compute them in R
✅ The importance of the Central Limit Theorem