Steps to learn TensorFlow, from Quora

Python

• Python

Machine Learning

• Practical Machine Learning w/ Python tutorial

Deep Learning

• Introduction to Neural Networks part

TensorFlow

• TensorFlow basics tutorial
• modeling a deep neural network
• tutorials

Alternate Path

Vishal Sharma, My Machine is Learning | PhD Candidate

Answered Jan 30, 2018

While dealing with TensorFlow for the first time I found the tutorials on the official website slightly difficult to understand.

+ Here are some quick reads before you dive into actual programming of TensorFlow (to understand structure and flow of language): (Expected amount of time: 30min to 1 hour.)

• Python TensorFlow Tutorial - Build a Neural Network - Adventures in Machine Learning
• TensorFlow Tutorial: 10 minutes Practical TensorFlow lesson for quick learners

+ Next, start with Hands-On Machine Learning with Scikit-Learn and TensorFlow from chapter 9 and after you finish chapter 11 you can go back to the tutorials on the official website, they will start making sense :). After completion you will have basic understanding of TensorFlow. (Expected amount of time: 3–4 days)

+ If you would like to move to the next level, follow the same book and complete chapters 12 till 16. During this phase, I also find this website ( Learning TensorFlow ::) to be very helpful. (Expected amount of time: 4–5 days)

At the end of the day, the more you practice the better you will become at TensorFlow. Here are some useful GitHub repositories:

• Hvass-Labs/TensorFlow-Tutorials
• aymericdamien/TensorFlow-Examples