This course is from MIT’s Earth, Atmospheric, and Planetary Sciences department. The course materials include lecture notes, projects, study materials, and software tools. Topics covered include density estimation, model selection, dimensionality reduction, model reduction, inference, time-dependent inference, statistical models, manifold learning, and information theoretic estimation, control, and learning.
Statistics and Probability
COURSEWARE MODULE
Undergraduate