Python: Real-time Automated Long Short Term Memory (LSTM) Short-term Load Forecasting & Plotting

TABLE OF CONTENT

Introduction 00:00:00

• Introduction of LSTM 00:00:52
• Introduction of RNN 00:13:03

From RNN to LSTM 00:22:56

How to build a LSTM 00:31:41

Programming Exercise 00:42:59

• Details of short-term load forecasting problem 00:43:02

Python

• Data Preparation 00:44:00
• Developing LSTM 01:03:57
• Real-time Model Prediction 01:18:19
• Real-time Plotting 1:28:10

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