Greetings! I'm your host, Erik Sudderth. Welcome to CS145!
Probability and statistics have become indispensable tools in computer science. Probabilistic methods and statistical reasoning play major roles in machine learning, cryptography, network security, communication protocols, web search engines, robotics, program verification, and more. This course introduces the basic concepts of probability and statistics, focusing on topics that are most useful in computer science applications. Topics include: modeling and solution in sample space, random variables, simple random processes and their probability distributions, Markov processes, limit theorems, and basic elements of statistical inference.
Want to have a better chance at being the champion?
- Sign up! All students need to complete the course registration survey.
- Learn the rules! Carefully read the course syllabus (pdf) and grading policies (pdf).
- Get your questions answered! Please post to the Piazza discussion site.
- Become an expert! Get a copy of Introduction to Probability, 2nd Edition, by Bertsekas and Tsitsiklis. Probability by Pitman is also recommended.