Top 5 FREE Resources to learn TensorFlow in 2021

TensorFlow is a free and open-source software library for machine learning. It can be used across a range of tasks but focuses on the training and inference of deep neural networks. Its symbolic math library is based on data flow and differentiable programming. It is used for both research and production at Google. It was developed by the Google Brain team for internal Google use. It was released under the Apache License 2.0 in 2015. The 5 BEST FREE resources to learn TensorFlow that will take you from beginner level to advanced level, are as follows:
Thumbnail of Free Resouces to learn TensorFlow

1. TensorFlow Tutorial

The Official TensorFlow documentation and Tutorial. Everything from the basics to the advanced parts is covered. Excellent tutorial for tests and interviews as well since TensorFlow concepts are also covered.

[Created by TensorFlow]

2. TensorFlow Tutorial For beginners

In this TensorFlow tutorial for beginners video, you will learn TensorFlow concepts like tensors, the program elements in TensorFlow, and constants & placeholders in TensorFlow python how variable works in placeholder and a demo on MNIST. There's a short quiz as well at the end to test your knowledge.

[Created by Intellipaat]

3. Introduction to TensorFlow

Introduction to TensorFlow is a Coursera tutorial that teaches the basics about TensorFlow through Videos, Assignments, and Notes.

[Created by Laurence Moroney]

4. Intro to TensorFlow for Deep Learning

Learn how to build deep learning applications with TensorFlow. This course was developed by the TensorFlow team and Udacity as a practical approach to deep learning for software developers. You'll :

  1. get hands-on experience building your own state-of-the-art image classifiers and other deep learning models.
  2. use your TensorFlow models in the real world on mobile devices, in the cloud, and browsers.
  3. use advanced techniques and algorithms to work with large datasets.

By the end of this course, you'll have all the skills necessary to start creating your own AI applications.

[Created by Udemy]

5. Hello, TensorFlow

A tutorial cum online project that walks you through the entire process of learning TensorFlow and makes you build your first TensorFlow graph from the ground up.

[Created by Aaron Schumacher]

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