网站
TensorFlow官方手册: https://www.tensorflow.org/
简单粗暴 TensorFlow 2 | A Concise Handbook of TensorFlow 2: [website]
书籍
《Tensorflow Machine Learning Cookbook》: [code]
《Dive into Deep Learning》: [github]
《30天吃掉那只TensorFlow2》: [github]
《TensorFlow 2.0深度学习开源书》: github
视频
CS 20SI: Tensorflow for Deep Learning Research: [course] [youtube] [code]
Diving into Machine Learning through TensorFlow: [youtube]
Introduction to Machine Learning: [course]
Advanced Topics in Deep Learning: [course] [youtube]
TF Girls修炼指南: [youtube] [code]
代码
dragen1860/TensorFlow-2.x-Tutorials: https://github.com/dragen1860/TensorFlow-2.x-Tutorials
czy36mengfei/tensorflow2_tutorials_chinese: https://github.com/czy36mengfei/tensorflow2_tutorials_chinese
aymericdamien/TensorFlow-Examples: https://github.com/aymericdamien/TensorFlow-Examples
Hvass-Labs/TensorFlow-Tutorials: https://github.com/Hvass-Labs/TensorFlow-Tutorials
pkmital/tensorflow_tutorials: https://github.com/pkmital/tensorflow_tutorials
sjchoi86/Tensorflow-101: https://github.com/sjchoi86/Tensorflow-101
terryum/TensorFlow_Exercises: https://github.com/terryum/TensorFlow_Exercises
machinelearningmindset/TensorFlow-Course: https://github.com/machinelearningmindset/TensorFlow-Course
参考资源
[1] 初学者学习TensorFlow，需要什么书籍?
[2] 【干货】史上最全的Tensorflow学习资源汇总
[3] TensorFlow 如何入门，如何快速学习？