Data Science SAS

Course Content

Total learning: 18 lessons

(Advanced Analytics 4) Artificial Intelligence (3 Days)

  • Introduction to neural networks; rule
  • based expert systems
  • Introduction to artificial neural
  • networks (ANN); Neuron as
  • computing element; Perceptron:
  • McCullogh-Pitts model; Backpropagation
  • algorithm; Multi-layer
  • Neural Networks
  • Deep learning algorithms:
  • Convolutional networks; Recurrent
  • nets; Auto-encoders;
  • Deep Learning Platform: H2O.ai;
  • Dato GraphLab; Tensor Flow
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