Learn Tensorflow | Best Tutorials and Courses

Complete Guide to Tensorflow for Deep Learning with Python (udemy.com)

Taught By: Jose Portilla

Duration: Approx. 14 hours to complete

Description: This course covers the following topics in Machine Learning which we can code using Tensorflow in Python: Installation and Setup of Tensorflow, Introduction to Neural Networks, Convolutional Neural Networks, Recurrent Neural Networks, AutoEncoders, Reinforcement Learning, GAN - Generative Adversarial Networks.

Prerequisite: You need to have basic knowledge in Python programming and basic knowledge of maths and statistics.

Tensorflow Tutorial for Beginners (youtu.be)

Taught By: Intellipaat

Duration: Duration

Description: This Tensorflow tutorial helps you to learn the following topics: What are Tensors?, Tensor Rank, Computational Graph, Program Elements in Tensorflow, Constants in Tensorflow, Placeholders in Tensorflow, Variable in Placeholder.

Prerequisite: You need to have basic knowledge of Python programming.

Introduction to Tensorflow for Artificial Intelligence, Machine Learning, and Deep Learning (coursera.org)

Taught By: Laurence Moroney

Duration: Approx. 30 hours to complete

Description: This course covers the following topics which we can code using TensorFlow in Python: Introduction to Computer Vision, Convolutional Neural Networks.

Prerequisite: This course requires experience in Python coding and intermediate level maths. Also, a brief knowledge about machine learning and deep learning will be helpful, but not required.

Hands-On Machine Learning with Scikit-learn and Tensorflow (amazon.in)

Taught By: Aurélien Geron

Duration: Self-Paced

Description: This is one of the best books you can get for someone who is just starting out in Machine Learning, in its libraries such as Tensorflow. The book covers the basics in a very good manner.

Prerequisite: You need to have basic Python knowledge to understand the material in the book.