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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
Requirements
Good math skills
Linear Algebra
Testimonials
Alternation theory / practice effective!
- CIRAD
Progressive presentation and application of methods
Aurélien Briffaz - CIRAD
Availability and adaptability, answers to questions
Jean-Michel MEOT - CIRAD
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