Learn AI Today 04: Time Series Multi-Step Forecasting

Learn AI Today 04: Time Series Multi-Step Forecasting

Learn AI Today 04: Time Series Multi-Step Forecasting. Creating and Training a 1D Convolutional Neural Network to predict multiple future time-steps of a Chaotic Time Series generated with Mackey-Glass equation

This is the 4th story in the Learn AI Todayseries! If you have not already, make sure to check the previous story.

What you will learn in this story:

  • Create a chaotic time series
  • Split the series in sequences to feed to a model
  • Define and train a 1d convolutional neural network for time series forecast
  • Using fastai2 Dataset and Learner

data-science learn-ai-today deep-learning artificial-intelligence

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