Why it matters: Recurrent neural networks (RNNs) explained: how they remember sequences, why LSTMs and GRUs fixed them, and where they still beat transformers in 2026.
Why it matters: Long short-term memory (LSTM) explained: meaning, LSTM full form, gate math, PyTorch code, real deployments, and how LTSM is a common misspelling.