Zero to Deep Learning™ with Python and Keras

Zero to Deep Learning™ with Python and Keras

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Zero to Deep Learning™ with Python and Keras
Zero to Deep Learning™ with Python and Keras, Understand and build Deep Learning models for images, text, sound and more using Python and Keras

Created by Data Weekends, Jose Portilla, Francesco Mosconi

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What Will I Learn?
  • To describe what Deep Learning is in a simple yet accurate way
  • To explain how deep learning can be used to build predictive models
  • To distinguish which practical applications can benefit from deep learning
  • To install and use Python and Keras to build deep learning models
  • To apply deep learning to solve supervised and unsupervised learning problems involving images, text, sound, time series and tabular data.
  • To build, train and use fully connected, convolutional and recurrent neural networks
  • To look at the internals of a deep learning model without intimidation and with the ability to tweak its parameters
  • To train and run models in the cloud using a GPU
  • To estimate training costs for large models
  • To re-use pre-trained models to shortcut training time and cost (transfer learning)

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