Teaching GuideTerm
Faculty of Computer Science
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Máster Universitario en Intelixencia Artificial
 Subjects
  Machine Learning I  
   Contents
Topic Sub-topic
Supervised learning Introduction to learning
Artificial Neural Networks
Support Vector Machines
Decision trees
Regression
Instance-based learning
Unsupervised learning Unsupervised learning: clustering
Unsupervised neural networks
Reinforcement learning Markov decision processes
Reinforcement learning
Ensemble modeling Basic and advanced ensemble modelling
Preprocessing and feature extraction techniques, regularization, model creation and evaluation.
Preprocessing and feature extraction techniques.
Regularization.
Model creation and evaluation.
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