Gated Recurrent Units (GRUs) are an efficient alternative to LSTMs for sequential data modeling. This in-depth guide explains why GRUs exist, how their reset and update gates control memory, and walks through detailed numerical examples and intuitive analogies to help you truly understand how GRUs work internally.