Deep Learning Time Series

Overview


Deep Learning is the most prominent of the machine learning techniques used in formulating trading decisions. They can be used to capture non-linear patterns in data that are not easily formalated as a standard regression problem.

The steps to building a deep learning trading algorithm are typically a variation of the following

  • Feature Extraction
  • Choosing the Network Type
  • Choosing the Outputs
  • Choosing the Layers