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deep_learning_lectures

This repository contains a miscellaneous collection of lectures and lab lectures on deep learning prepared for teaching activity during my PhD @ University of Modena and Reggio Emilia.


Crash course on Deep Learning and Temporal Data Processing. Both pdf slides and LaTeX source code is available.

THEORY

  • DNN.pdf - slides on neural network and deep neural networks.
  • CNN.pdf - slides on convolutional neural networks.
  • RNN.pdf - slides on recurrent neural networks.

PRACTICE

SLIDES
CODE

LaTeX source

  • Whole LaTeX source is available in repository in 2017_MASTER

  • In repo 2016_MLPR are contained lab lectures convering DNN, CNN, LSTM in Keras + Theano framework.

    Detailed syllabus can be found here.

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