This document provides a TensorFlow tutorial for beginners. It discusses the history and meaning of TensorFlow, introducing it as a machine learning library created by Google in 2015. It describes tensors as higher dimensional arrays used to represent data, and explains that TensorFlow allows defining tensor functions and automatically computing derivatives. The tutorial covers key TensorFlow concepts like its ecosystem, advantages like flexibility and auto differentiation, and tools like TensorBoard for visualization. The goal is to explain the complete concept of TensorFlow to readers new to the topic.