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cmc-ml-course

Machine learning

  • Python intro
  • Numpy, pandas, matplotlib
  • Linear regression
  • SVM
  • Decision trees
  • Gradient boosting
  • Clusterization

Deep learning

  • Intro to PyTorch
  • Semantic segmentation
  • Named entity recognition
  • Fitting NNs on audio data