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Overview of the TensorFlow Framework Building and deploying deep learning applications with TensorFlow can be a daunting task, but with the right knowledge and tools, it doesn’t have to be. TensorFlow is an open-source machine learning framework developed specifically to help address deep learning challenges. It provides an easy-to-use system for building, training, and deploying machine learning applications.