Sunday, September 30, 2018

KTU B.Tech S7 Lecture notes Machine Learning

KTU B.Tech S7 Lecture Notes Machine Learning


Module-1
Introduction to Machine Learning, Examples of Machine
Learning applications - Learning associations, Classification,
Regression, Unsupervised Learning, Reinforcement Learning.
Supervised learning- Input representation, Hypothesis class,
Version space, Vapnik-Chervonenkis (VC) Dimension
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Module-2
Probably Approximately Learning (PAC), Noise, Learning
Multiple classes, Model Selection and Generalization,
Dimensionality reduction- Subset selection, Principle
Component Analysis
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