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Learn how to build an LSTM Time Series Forecasting model using TensorFlow and Python!
In this tutorial, you'll master LSTM (Long Short-Term Memory) networks, a type of RNN (Recurrent Neural Network), to predict future values in time series data.
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🎬 Timestamps:
00:00 | LSTM Time Series Forecasting
1:35 | Introduction to time series analysis
12:45 | LSTM Model Summary
13:45 | Installing Tensorflow and Keras
18:15 | Initial Data Inspection
22:40 | Plots with MatplotLib
29:00 | Prepare for the LSTM Model
35:45 | Building a Tensorflow Model
44:30 | Plot the Predictions
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