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LSTM Architecture: How Long Short-Term Memory Networks Solve the Vanishing Gradient Problem

Master LSTM architecture from the ground up. Learn how cell states create information highways, how gates control memory flow, and why LSTMs can learn long-range dependencies that vanilla RNNs cannot.