COURSE

DSAA1085

Probability and Statistics

Information Hub / Data Science and Analytics · 4 Credits

This course will introduce topics in probability and statistics. Topics include probability spaces and random variables, distributions (absolutely continuous and singular distributions) and probability densities, moment inequalities, moment generating functions, conditional expectations, independence, conditional distributions, convergence concepts (weak, strong and in distribution), law of large numbers (weak and strong) and central limit theorem.