Recurrent Neural Networks

Understand sequence-based neural networks used for time-series, text, and sequential data. Learn RNNs, GRUs, and LSTMs.

📄️ RNN Basics

An introduction to Recurrent Neural Networks, hidden states, and processing sequential data.

A deep dive into the GRU architecture, its update and reset gates, and how it compares to LSTM.

A deep dive into the LSTM architecture, cell states, and the gating mechanisms that prevent vanishing gradients.