Course Code
matlabml1
Duration
21 hours (usually 3 days including breaks)
Requirements
Good math skills
Linear Algebra
Overview
MATLAB is a numerical computing environment and programming language developed by MathWorks.
Course Outline
- MATLAB Basics
- MATLAB More Advanced Features
- BP Neural Network
- RBF, GRNN and PNN Neural Networks
- SOM Neural Networks
- Support Vector Machine, SVM
- Extreme Learning Machine, ELM
- Decision Trees and Random Forests
- Genetic Algorithm, GA
- Particle Swarm Optimization, PSO
- Ant Colony Algorithm, ACA
- Simulated Annealing, SA
- Dimenationality Reduction and Feature Selection
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