Time-Series LSTM Model

Time-Series LSTM Model

Time-Series Stock Prediction using LSTM Model

LSTM

Long Short Term Memory networks – usually just called “LSTMs” – are a special kind of RNN, capable of learning long-term dependencies. .1 They work tremendously well on a large variety of problems, and are now widely used.

LSTMs are explicitly designed to avoid the long-term dependency problem. Remembering information for long periods of time is practically their default behavior, not something they struggle to learn!

Dataset

We have Download the Historical GOOGLE Stock Price Data From Yahoo Finance. Feel free to try with other Stock just by giving Stock Symbol and Time Period!!.

Model

Our Model consist of Four LSTM layer with a Dense Layer as Output.

Prediction