TensorFlow Framework
Explore the TensorFlow framework to understand tensors, computational graphs, and its comprehensive APIs. Learn how TensorFlow supports deep learning with efficient computation across CPUs, GPUs, and TPUs. This lesson also covers TensorBoard visualization, model deployment methods including TensorFlow Lite, and the framework's adaptability across platforms, preparing you to use TensorFlow for training and deploying deep learning models.
What is a tensor?
A tensor is a mathematical object which is an extension of an array to multiple dimensions. The following figure illustrates tensors of various dimensions.
Tensors are data structures used extensively in the TensorFlow (TF) framework to store and process multidimensional data. An