PyTorch and TensorFlow facilitate diabetes diagnosis by leveraging deep learning techniques to analyze medical data. Trained deep neural networks identify complex patterns and correlations, enabling accurate predictions on unseen data. With comprehensive libraries and GPU acceleration support, PyTorch and TensorFlow provide powerful tools for efficient and accurate diabetes diagnosis using deep learning. Dataset obtained from Kaggle: https://www.kaggle.com/datasets/mathchi/diabetes-data-set