The course will applicable to numerous case studies - text understanding (web search, anti-spam), computer vision, medical informatics, audio, database mining, and other areas.

Программа курса:
Introduction into Machine Learning
Linear Regression with One Variable
Linear Regression with Multiple Variables
Logistic Regression
Regularization
Neural Networks: Representation
Neural Networks: Learning
Advice for Applying Machine Learning
Machine Learning System Design
Support Vector Machines