Time Series Analysis

Graduate course on time series, from classical models to deep learning.

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In this course, we provide the basic classical tools for Time Series analysis and forecasting, covering all the basic principles of correlation, cross-correlation, ARMA, ARIMA. We also cover state-space models and neural network analysis.

  • Source here (in spanish). Always updating!
  • Check the notebooks with nbviewer.