Tensorflow is an end-to-end open-source platform for Machine Learning. It has a comprehensive, flexible ecosystem of tools, libraries, and community resources that lets researchers push the state-of-the-art in ML, and developers easily build and deploy ML-powered applications.

This article comprises tells you about the following tutorials and courses from where you can easily learn Tensorflow:

Complete Guide to Tensorflow for Deep Learning with Python (Udemy)

Taught By: Jose Portilla (Course taught on Udemy)

Course Type: Video

Tutorial 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.

Price: Rs. 490 (INR)

Tutorial Link: Visit the course here

 

 

Tensorflow Tutorial for Beginners (Intellipaat)

Taught By: Intellipaat (Course taught on YouTube)

Course Type: Video

Tutorial 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 in Python programming.

Price: Free

Tutorial Link: Visit the tutorial here

 

Introduction to Tensorflow for Artificial Intelligence, Machine Learning, and Deep Learning (Coursera)

Taught By: Laurence Moroney (Course taught on Coursera)

Course Type: Video

Course 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.

Price: Both Paid and Free

Course Link: Visit the course here

 

Hands-On Machine Learning with Scikit-learn and Tensorflow (Book)

Taught By: Aurelien Geron (Author of the book)

Course Type: Book

Book 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 basic Python knowledge to understand the material in the book.

Price: Check the price here

Book Link: Get this book here