Course Page ✏️
- Pattern Recognition Systems - UTCN
- CS48.10
- Description
-
| Introduction
| Probability Review
| Bayesian Decision Theory 1
| Bayesian Decision Theory 2
| Parametric Methods for Density
| Nonparametric Methods for Density Estimation
| Linear Discriminant Functions; Perceptron
| Kernel Methods
| Support Vector Machines
| Ensemble Methods
| Image Classification Pipeline
| Loss Functions and Optimization
| Back Propagation and Neural Networks
| Convolutional Neural Networks - ECTS credits
- 6
- Teaching Language
- English
- Exam Language
- English
- Support Materials Language
- English
- Basic Learning Outcomes
- Managing Entity (faculty)
- Automation and Computer Science Faculty - UTCN