Hi there here we are using a data-set of stocks by yahoo and using a Keras Long Short-Term Memory (LSTM) Model to Predict Stock Prices. LSTMs are very powerful in sequence prediction problems because they're able to store past information. This is important in our case because the previous price of a stock is crucial in predicting its future price.