Week 06 - Deep Learning - Day 4 - Predict temperature

• In this challenge, you will predict the temperature in the future based on:

  • the past values of the temperature (which is our target)
  • the past values of other weather features (which are called past covariates)

• This exercise is also designed to help you learn :

  • how to deal with a temporal dataset which is a single Time Series
  • how to cross-validate a Recurrent Neural Network creating folds
  • how to generate sequences from these folds to train your model on