Machine Learning Tutorial

Tutorial de Machine Learning

Introductory Machine Learning tutorial in which we will review the main concepts associated with an algorithm: learning, training, predictions... We will see how algorithms are classified and their main families, performing training and prediction examples with the Scikit-Learn library.

Content

  • Presentation
  • Learning
  • Algorithms
  • Nomenclature
  • Classification of algorithms
  • Data sets
  • Data preprocessing
  • Optimizing a model
  • Supervised algorithms
  • Unsupervised algorithms