Machine Learning is a field of study that gives computers the ability to learn without being explicitly programmed. Many successful applications of machine learning exist already, including systems that analyze past sales data to predict customer behavior, recognize faces or spoken speech, and optimize robot behavior so that a task can be completed using minimum resource.
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Perceptron Learning Algorithm
Linear Regression
Logistic Regression
Neural Networks
Support Vector Machine
Regularization
Theory of Data
VC Dimension
K-Means Clustering
Naive Bayes Classification
Feature Selection
About Learning 