An Introduction to Probability in Computing free videos and free material uploaded by Indian Institute of Technology, chennai (IIT chennai). This session contains about An Introduction to Probability in Computing Updated syllabus , Lecture notes , videos , MCQ , Privious Question papers and Toppers Training Provided Training of this course. If Material not uploaded check another subject
Week 1 : A brief axiomatic introduction to discrete probability theory – Karger’s Mincut
Week 2 : Random Variables – Quicksort
Week 3 : Markov’s and Chebyshev’s Inequalities – Randomized Median
Week 4 : Chernoff Bounds – Parameter Estimation & Quicksort Revisited
With the advent of machine learning, data mining, and many other modern applications of computer science, we are increasingly seeing the influence of probability theory on computer science. This course is aimed at providing a brief introduction to probability theory to CS students so that they can grasp recent CS trends more easily.
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