Introduction To Probability Grinstead Snell Pdf Free
CSE 103: PROBABILITY AND STATISTICS CSE 103: PROBABILITY AND STATISTICS - General notes Syllabus Concepts of probability: discrete and continuous sample spaces, random variables, expectation, variance, conditioning, independence. Randomized algorithms: median finding, minimum cut, hashing, load balancing, sorting, random walks on graphs. Stochastic processes: random walks on the line and on a graph; central limit theorem; large deviation bounds; random graph models. Applications in web search, social networks, and the simulation of physical lattices. Statistical hypothesis testing.
Applications in clinical trials and DNA fingerprinting. Machine learning: simple distribution models (n-grams, Gaussians), clustering, classification (linear separators, decision trees).
Applications to statistical language models, question answering systems, speech recognition, gene microarray analysis, spam filtering, and character recognition. Course materials 1.
The required text for this course is: Grinstead and Snell. Introduction to Probability. A PDF of it can be downloaded free from the web , or you can obtain a hard copy from the American Mathematical Society. We will cover some topics that aren't in the Grinstead and Snell book. I will post lecture summaries for this additional material; and recommended texts are on reserve at S&E library: Larsen and Marx.
Introduction to Mathematical Statistics and its Applications. Mitzenmacher and Upfal.
Probability and Computing. Duda, Hart, and Stork. Pattern Classification. Freedman, Pisani, and Purves.
Introduction To Probability Grinstead Snell Pdf Free Download
Discussion section Mon 1.00-1.50 in WLH 2113 This discussion will reinforce material from lecture as well as background material from earlier courses (like CSE 21). Attendance is highly encouraged. Examinations Midterm 1: Oct 27, in class Midterm 2: Nov 17, in class Final: Dec 10, 3-6PM, in class Grading Quiz every Wednesday: 20% Midterms: 20% each Final: 40% The lowest quiz will be dropped.
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