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Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras Time series prediction problems are a difficult type of predictive modeling problem. Unlike regression predictive modeling, time series also adds the complexity of a sequence dependence among the input variables. A powerful type of #neural_network designed to handle #sequence dependence is called #recurrent_neural_networks . The Long Short-Term Memory network or LSTM network is a type of recurrent neural network used in #deep_learning because very large architectures can be successfully trained. https://machinelearningmastery.com/time-series-prediction-lstm-recurrent-neural-networks-python-keras/