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Practical Machine Learning Cookbook by Atul Tripathi

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An overview of deep learning

Deep learning refers to a rather wide class of machine learning techniques and architectures, with the hallmark of using many layers of non-linear information processing that are hierarchical in nature. There are broadly three categories of deep learning architecture:

  • Deep networks for unsupervised or generative learning
  • Deep networks for supervised learning
  • Hybrid deep networks

An overview of deep learning

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