Page du cours ✏️

Machine and Deep Learning

92819

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Description

Course Program

• Bayesian Theory of Decision. 
• Parametric and non-parametric Classification Techniques. 
• Classifiers based on Learning: Support Vector, Neural Networks, Multiclassifier Systems. 
• Techniques to Evaluate and Improve the Performance of Classifiers. 
• Introduction to Deep Learning: Convolutional Networks (CNN), Recurrent Networks (RNN), Generative Adversarial Networks (GAN), Autoencoders.

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Crédits ECTS

6

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Langue d'enseignement

English

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Langue d'examen

English

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Langue des supports pédagogiques

English

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Acquis d'apprentissage fondamentaux

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Acquis d'apprentissage terminaux

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Catégorie de cours

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Entité de gestion (faculté)

Department of Electrical and Information Engineering (UNICAS)

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