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Algorithmi

Works on machine learning

Statistics

  • OLS Lasso

    • Machine Learning

  • Time Series Analysis
  • Large scale kernel method
  • NLP - Clustering of ENRON emails with BERT embedding
  • KNN analysis
  • Markov Chains and Hidden Markov Models


    • Reading list:

    Hands-On Machine Learning with Scikit-Learn and TensorFlow , Aurélien Géron
    Deep Learning , I. Goodfellow, Y. Bengio, A. Courville
    Machine Learning in Action , Peter Harrington
    Deep Learning with Python , François Chollet

    Papers:

    Learning to forget, continual prediction with LSTM F. A. Gers et al.
    Exploring the Space of Topic Coherence Measures Michael Röder et al.
    Attention Is All You Need Google

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