Deep learning

Deep learning associates developments in computing power and special types of neural networks to study complex patterns in huge amounts of data. Deep learning techniques are presently state of the art for identifying objects in images and words in sounds. Researchers now look forward to applying these successes in pattern recognition to more complex tasks such as automatic language translation, medical diagnoses and numerous other important social and business problems.

  • How to build neural networks
  • Convolutional networks
  • RNNs, LSTM, Adam, Dropout, BatchNorm
  • Xavier/He initialization

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Deep learning Conference Speakers

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