amusi / Tensorflow From Zero To One
TensorFlow 最佳学习资源大全(含课程、书籍、博客、公开课等内容)
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TensorFlow-From-Zero-To-One
TensorFlow 从0到1学习资料大全,含入门指南、在线博客、视频教程、书籍推荐和实战项目等
注:♥ 表示推荐指数,越多越好
TensorFlow 参考学习资料
TensorFlow入门指南
TensorFlow-Roadmap Documentation:强推!TensorFlow学习路线图
awesome-tensorflow:TensorFlow - A curated list of dedicated resources
awesome-tensorflow-2:Tensorflow 2.x resources such as tutorial, blog, code and videos
Master your path(TensorFlow curriculums):The four areas of machine learning education
官网&社区
国外
- (♥♥♥♥♥)TensorFlow官网
- (♥♥♥♥♥)GitHub:TensorFlow
- (♥♥♥♥)Medium:TensorFlow:官方维护,分享最佳干货文章
- (♥♥♥♥)Twitter:TensorFlow:官方维护,分享最快动态
- (♥♥♥♥)Youtube:TensorFlow:官方维护,分享最新视频
- TensorFlow Js官网
国内
- (♥♥♥♥♥)TensorFlow官网(中国域名) 便于不能科学上网的人
- (♥♥♥)TensorFlow中文社区:官方和才云科技(TensorFlow 中国社区合作伙伴)联合发起
- TensorFlow 中文文档(掘金翻译计划)最新
- TensorFlow 中文文档(极客学院翻译)
在线教程
英文
- (♥♥♥♥♥)tf2_course:第一个TensorFlow2.x系列教程(作者是巨佬)
- (♥♥♥♥♥)TensorFlow-Examples:TensorFlow Tutorial and Examples for Beginners with Latest APIs
- (♥♥♥♥♥)TensorFlow-Course:Simple and ready-to-use tutorials for TensorFlow
- (♥♥♥♥)TensorFlow2.0-Examples:TensorFlow2 教程(代码实战为主)
- (♥♥♥♥)Deep Learning with Tensorflow 2.0
- (♥♥♥♥)EffectiveTensorflow:TensorFlow tutorials and best practices
- (♥♥♥♥)TensorFlow-Cookbook:Simple Tensorflow Cookbook for easy-to-use
- (♥♥♥) Tensorflow2-Cookbook
- (♥♥♥)TensorFlow-Tutorials:TensorFlow Tutorials with YouTube Videos
中文
- (♥♥♥♥♥)TensoFlow2中文教程:TensorFlow2中文教程(代码实战为主)
- (♥♥♥♥)Dive-into-DL-TensorFlow2.0:TensorFlow2.0版本的《动手学深度学习》
- (♥♥♥♥)《30天吃掉那只 TensorFlow2.0 》
- (♥♥♥)TensorFlow-Tutorials-Chinese:TensorFlow 中文教程 (Chinese Tutorials)
视频教程
国外
-
(♥♥♥♥♥)Deep Learning basics with Python, TensorFlow and Keras 网址
-
(♥♥♥♥♥)TensorFlow-Tutorials:TensorFlow Tutorials with YouTube Videos
-
**(♥♥♥♥)**Stanford CS 20SI: Tensorflow for Deep Learning Research (斯坦福TensorFlow教程)
-
(♥♥♥)(在学ing)Google 机器学习速成课程:该课程虽然为Machine Learning,但代码全使用TensorFlow,有实战意义
-
Udacity :优达学城TensorFlow教程
国内
书籍资源
国外
- (♥♥♥♥♥)(在学ing)Hands-on Machine Learning with Scikit-Learn, Keras, and TensorFlow, 2nd Edition
- (♥♥♥♥)Hands-On Machine Learning with Scikit-Learn and TensorFlow 中文翻译
- (♥♥♥)TensorFlow Machine Learning Cookbook
- (♥♥♥)Advanced Deep Learning with TensorFlow 2 and Keras 代码
- TensorFlow 1.x Deep Learning Cookbook
- TensorFlow-Book:Accompanying source code for 《Machine Learning with TensorFlow》
国内
- 国内的书都不是很推荐,还是看英文吧
实战项目
- (♥♥♥♥♥)TensorFlow/models:Models and examples built with TensorFlow
- tensorboard
- TensorLayer
- Basic_CNNs_TensorFlow2
- DCGAN-tensorflow
- facenet
- FastMaskRCNN
- SSD-TensorFlow
- CapsNet-Tensorflow
- tensorflow2-generative-models
- tensorflow-generative-model-collections
- tensorflow_poems
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