In this article I will be covering the basics of TensorFlow that you need to understand before going deep into TensorFlow. The topics include what is a tensor, constant and variable.

What is TensorFlow ?

TensorFlow is an open-source library for machine learning developed by Google. TensorFlow consist of both High-level API and Low level API .

High-level API vs Low-Level API

High-level API provides more functionality within one command as compared to lower-level API but Low-Level API allows user to have more detailed control to manipulate funtions.

What is new in TensorFlow 2.0 ?

Eager execution is enabled by default therefore it allows user to write simpler and more intuitive code. Moreover TensorFlow model building is now centered around the Keras and Estimators high-level APIs

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#data-science #tensorflow #machine-learning #python