Timeseries-Forecasting-with-Deep-Learning

Dataset: 7-year daily closing price of the stock market price of Facebook (META), Amazon (AMZN), Apple (AAPL), Netflix (NFLX), and Google (GOOG) Split: 80% - Train, 20% - Test Accuracy Metrics: RMSE and MAPE Target Variable: Closing Price

Implementation of different DL models:

1. Feed Forward Neural Network
2. Recurrent Neural Network
3. Long Short-Term Memory Framework
4. Gated Recurring Unit Framework
5. Convolutional Neural Network
6. Comparison for Each Model Performance