Data & AI
Specialization · Data & AI
Foundations of Probability and Statistics
Specialization by University of Colorado Boulder on Coursera: 3 courses, 105 hours in total. It appears in 3 Mooc Atlas paths.
University of Colorado BoulderIntermediateR, Python, Jupyter Notebooksacademic credit
Stated prerequisites: Calculus through Calculus II (multivariate preferred) and some R or Python experience
Show the 3 courses
| Course | Level | Length | Rating (reviews) |
|---|---|---|---|
| Probability Foundations for Data Science and AI | Intermediate | 43 h | 4.5 (300) |
| Discrete-Time Markov Chains and Monte Carlo Methods | Intermediate | 33 h | 4.5 (22) |
| Statistical Estimation for Data Science and AI | Intermediate | 29 h | 4.0 (99) |