In this course you will: a) understand the na茂ve Bayesian algorithm. b) understand the Support Vector Machine algorithm. c) understand the Decision Tree algorithm. d) understand the Clustering. Please make sure that you鈥檙e comfortable programming in Python and have a basic knowledge of mathematics including matrix multiplications, and conditional probability.
Linear Support Vector Machine
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Skills You'll Learn
Algorithms, Supervised Learning, Probability & Statistics, Bayesian Statistics, Classification And Regression Tree (CART), Machine Learning Algorithms, Machine Learning, Statistical Methods, Decision Tree Learning, Unsupervised Learning
Taught By
Jaekwang KIM
Assistant Professor