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Deep Learning (II)
Deep Learning (II)

lun., 03 feb.

|

The Office Cluj-Napoca

Deep Learning (II)

Learn to build, train and debug neural network architectures. This course will focus exclusively on neural networks architectures and deep learning! Price: 275 EUR / month Length: 2 months

Registration is Closed
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Time & Location

03 feb. 2020, 18:30

The Office Cluj-Napoca, The Office Cluj-Napoca, Bulevardul 21 Decembrie 1989 77, Cluj-Napoca 400124, Romania

Details

Price: 275 EUR / month 

Length: 2 months

550 EUR / module (10% discount for first 3 registrations)

This course will focus exclusively on neural networks architectures and deep learning!

 The course agenda is as follows:

  • Multilayer perceptrons (MLP)
  • Backpropagation
  • Embeddings
  • Convolutional Neural Networks
  • Residual Networks
  • Recurrent Neural Networks
  • Attention models

Topics and problems that will be modeled:

  • Image classification
  • Topic modeling
  • Recomendation engines
  • Machine translation
  • Text generation

The sessions:

  • Will start in January 2020 (TBD). 
  • Will be held at The Office conferance hall
  • Once a week begging at 18:30
  • There will be homework to be done, but the feedback will be private
  • This course requires a minimum commitment of 8h / week for self study (excluding the time spend at the workshops)

Completion of "Machine Learning (I)" module is higly encouraged!

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