CmpE 462 Machine Learning


Instructor: Ethem ALPAYDIN, alpaydin AT boun DOT edu DOT tr


Textbook


Topics

  1. Introduction
  2. Supervised Learning
  3. Bayesian Decision Theory
  4. Clustering
  5. Nearest Neighbor Algorithms
  6. Decision Trees
  7. Neural Networks
  8. Support Vector Machines
  9. Model Assessment and Comparison

Computer Usage

Homeworks require using Matlab.


Grading

1 Project 0.30

1 Final 0.30

Homeworks 0.40


Last modified on Feb 20, 2015.