TensorFlow is an open-source machine-learning library that provides a range of tools and libraries for building and training machine-learning models. It's can be used for a wide range of tasks including image and speech recognition, natural language processing, and more. TensorFlow is known for its large ecosystem of pre-trained models, data, and high-level APIs, which makes it easy for developers of all skill levels to build production-grade ML models.