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TensorFlow is a popular and widely used open-source software library for machine learning and deep learning. Developed by Google Brain Team and released in November 2015, it has gained widespread popularity and is now being used by researchers, data scientists, and developers in various industries. This blog provides an overview of TensorFlow and its capabilities, from a definition and brief overview of what it is and what it does, to understanding its installation process and how it can be used to build machine learning models. Additionally, it covers advanced topics such as transfer learning, TensorBoard, and TensorFlow Serving.