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TimeSeries-APPLE-Stock-Forecast

A project from dicoding Machine Learning Intermediate Class with Time Series data

Traditional Approach

trend_forecast

forecast

Neural Networks Approach

nn_train_forecast

nn_test_forecast

Dataset

Approach

Criteria

  • free dataset with the minimum of 1000 sample
  • must use LSTM
  • validation set 20% from total dataset
  • use model Sequential
  • must use learning_rate on optimizer
  • MAE < 10% of the data scale

Optional Criteria (5*)

  • dataset minimum 10000 sample

note: this project has been executed, you only need to look