Made the stocks prices to be predicted for a 5 years dataset from TIINGO of APPLE company and worked on the next 30 day prediction...
The input of the dataset looked like this.
The final output made after applying 3 stacked layers of LSTM and a dense layer gave us a model with a rmse value of 284.
The final predicted plot looked somthing like this.