ECG 703 - Machine Learning and Applications

Credits 3

Linear Regression, Curve Fitting, Bayesian Inference, Supervised and Unsupervised Learning, Support Vector Machine, K-nearest Neighbor, Dimensionality Reduction, Learning Theory, Reinforcement Learning. Applications to Security, Robotics, Autonomous Navigation, Weather forecasting, Bioinformatics, Finance, Healthcare.

Prerequisites
Consent of Instructor.

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ECG 703 - Machine Learning and Applications