TensorFlow is a widely-used open-source platform developed by Google for machine learning tasks. It offers a flexible architecture, enabling teams to deploy models across various devices, from smartphones to large-scale servers. TensorFlow supports a vast array of tools and resources that simplify model building and training. It is particularly suited for deep learning, making it highly popular for tasks involving neural networks, similar to its competitor PyTorch.