Brief practice Introduction to Keras for image processing

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• Part I: Introducción

  • Basic Variables
  • Basic Operations

• Part II: Machine Learning

  • Lineal Regression
  • Logistic Regression
  • Neural Networks

• Part III: Deep Learning

  • Convolutional Neural Networks
  • CNNs Arquitectures
  • Transfer Learning
  • CNN using custom data
  • Basic RNN (LSTM)

Note: Use environment.yml to download libraries in order to run every notebook.