Intel(R) Optimization for TensorFlow with Jupyter Notebook is a binary distribution of TensorFlow with Intel(R) oneAPI Deep Neural Network Library (oneDNN) primitives, a popular performance library for deep-learning applications TensorFlow is a widely used machine-learning framework in the deep-learning arena, demanding efficient use of computational resources. To take full advantage of Intel(R) architecture and to extract maximum performance, the TensorFlow framework has been optimized using oneDNN primitives.