TO PROBABILITY AND MATHEMATICAL STATISTICS

This is an intense, fast-paced course on probability and statistics. It is intended for undergraduates in Statistics, Mathematics and Computer Science and also for graduate students in Computer Science and related fields. I assume you have a strong background in calculus and a knowledge of basic linear algebra (vectors and matrices). The course is excellent preparation for studying statistics, machine learning, data mining and artificial intelligence. I do not assume any knowledge of probability or statistics but be forewarned that the course does move rapidly.