Advanced Machine Learning

  1. Unsupervised Machine Learning
  2. Deep Belief Networks
  3. Stacked Denoising Autoencoders
  4. Convolutional Neural Networks
  5. Sequence Models (RNN, LSTM, GRU)
  6. Semi-Supervised Learning
  7. Text Feature Engineering
  8. Feature Engineering Part II
  9. Ensemble Methods
  10. Additional Python Machine Learning Tools