PyTorch, a powerful open-source machine learning library, has gained popularity for its flexibility, efficiency, and ease of use in developing deep learning models. Installing PyTorch on various operating systems such as Windows, Mac, and Linux is essential for leveraging its capabilities in research, academia, and industry applications.