This is a repackaged open source software product wherein additional charges apply for support. TensorFlow is an open-source platform for machine learning developed by the Google Brain team. It is designed for flexible and efficient computation, making it suitable for a wide range of tasks from research to production. TensorFlow architecture allows for deployment on various platforms, including desktops, servers, mobile devices, and the web. The core of TensorFlow is its dataflow graphs, which represent computational tasks as a series of operations on multi dimensional arrays tensors. This approach enables optimizations for performance, such as parallel execution and efficient memory usage. TensorFlow supports various machine learning and deep learning algorithms and has a rich ecosystem that includes TensorFlow Extended TFX for end-to-end ML pipelines, TensorFlow Lite for mobile and embedded devices, and TensorFlow.js for in-browser ML. With an active community and extensive documentation, TensorFlow provides robust support for both beginners and advanced users, making it a leading choice for developing machine learning models and deploying AI applications.