TensorFlow is an open-source machine learning framework developed by the Google Brain team. It provides a comprehensive ecosystem for building, training, and deploying machine learning models, particularly deep learning models. TensorFlow is widely used for various applications, including image and speech recognition, natural language processing, and more.