Page du cours ✏️

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

---

Crédits ECTS

6

---

Langue d'enseignement

English

---

Langue d'examen

English

---

Langue des supports pédagogiques

English

---

Acquis d'apprentissage fondamentaux

---

Entité de gestion (faculté)

Automation and Computer Science Faculty - UTCN

---