## Contents

# SA 10503: Introduction to Machine Learning & Pattern Recognition

Maymester Course in Turkey

## Peer Legacy

Read what students who previously took this course have to say about it on the Peer Legacy page of this course.

## Related Topics

- About Pattern Recognition
- Bayes_Decision_Theory
- Discriminant Functions
- Fisher Linear Discriminant
- Bayesian Decision Theory for Normally Distributed Features
- Feature Extraction
- Density Estimation
- Linear classifiers
- Artificial Neural Networks
- Support Vector Machines
- Clustering
- Decision Trees

- Decision Theory Glossary
- About Parametric Estimators
- Bayes rule under severe class imbalance
- Fisher linear discriminant can be used for non-linearly separable data too!
- A jump start on using Simulink to develop a ANN-based classifier