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COMPUTER SCIENCE ENGINEERING NOTES CSE FOURTH YEAR NOTES NOTES AKTU Notes:Artificial Intelligence NCS -702 UNIT – 3 Notes… CS467 Machine Learning 3 - 0 - 0 - 3 2016 Course Objectives • To introduce the prominent methods for machine learning • To study the basics of supervised and unsupervised learning • To study the basics of connectionist and other architectures Syllabus Introduction to Machine Learning, Learning … Machine Learning 10-702 (cross-listed as Statistics 36-702) Instructors: Ryan Tibshirani (ryantibs at stat dot cmu dot edu) Larry Wasserman (larry at stat dot cmu dot edu) TAs: Jisu Kim (jisuk1 at andrew at cmu at edu) Eric Lei (elei at cs dot cmu dot edu) Machine learning … Let’s categorize Machine Learning Algorithm into subparts and see what each of them are, how they work, and how each one of them is used in real life. 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Lecture Notes on Machine Learning Kevin Zhou kzhou7@gmail.com These notes follow Stanford’s CS 229 machine learning course, as o ered in Summer 2020. Supervised learning- Input representation, Hypothesis class, Version space, Vapnik-Chervonenkis (VC) Dimension. 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