Sequences have order — and that order matters. RNNs maintain a hidden state that accumulates context across timesteps for tasks like language modeling.
Learning Objectives
→Implement the RNN forward pass
→Understand backpropagation through time (BPTT)
→Explain vanishing gradients in deep RNNs
→Describe LSTM gating mechanisms conceptually
Practice
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