Online courses & Books

Data Mining

Data Science

Machine Learning

Maths

  • Patrick Flandrin - Empirical Mode Decomposition
  • 2018 - Maximal Overlap Discrete Wavelet Transform [Too complex: not completely clear yet]

Finance

  • To read: on Maximal Overlap Discrete Wavelet Transform (MODWT) and Empirical Mode Decomposition (EMD):
    • Liu, Chen, Tian, Li, 2012: A hybrid model for wind speed prediction using empirical mode decomposition and artificial neural networks.
    • Lahmiri, 2014: Wavelet low and high frequency components as features for predicting stock prices with backpropagation neural networks.
    • Ortega, L., & Khashanah, K., 2014: A neuro-wavelet model for the short-term forecasting of high-frequency time series of stock returns.

Computer Science

Android

Physics

Others

General Notes

List of online universities