优秀学习资源汇总

Learning Resource

@(资源整理)

Advice on Research and Writting

Learning Programming:

Tutorialspoint
SoloLearn Courses
CodeCademy
Learn Code the Hard Way
Become a Programmer
Pointers

Python 2.7

廖雪峰的官方网站
Python基础速查网站
官方文档
Learn Python the Hard Way

Google Python Style

Python 进阶:python-is-for-lovers
Python 进阶:Awesome Python

Python 训练:HackerRank在线题库

Python Library

Pandas:一个ipython-notebook

SciPy:Cookbook
Scipy: Lecture Notes

PIL:Handbook
Pillow:Docs
OpenCV: Docs
python图像处理系列博客

h5py:Docs

The Menpo Project
MenpoFit documentation
MenpoFit github

scikit-learn

plotly

Machine Learning and Deep Learning

Bengio-Deep-Learning-Book-Chinese
我爱机器学习
机器学习&深度学习经典资料汇总

Dive into Machine Learning
Coursera ML MOOC

Stanford CS231n

CSDN技术主题月----“深度学习”代码笔记专栏

An overview of gradient descent optimization
深入理解交叉熵函数

Start here: Learn computer vision & OpenCV

Classification datasets results

Deep Learning Framework

awesome-computer-vision
awesome-deep-vision
awesome-deep-learning-papers

Caffe
Caffe-github
awesome-caffe
英伟达的CUDA编程视频教程
一个超级优秀的英文博客

TensorLayer中文文档
TensorLayer官方文档
TensorLayer-Github

Keras-中文
Keras-github
Keras resources
Keras Total Visualization project - Hualos
Keras Blog(需要FQ)

awesome tensorflow
Tensorflow(需要FQ)
Tensorflow-中文
Tensorflow-github
Tensorflow-Turorials
Tensorflow-begin
TensorFlow Tutorial Resources
The Ultimate List of TensorFlow Resources

TFLearn
TFLearn-github

MXNet
Awesome MXNet
MinPy
MinPy-github
XGBoost
Awesome XGBoost

Linux

edX: Introduction to Linux
Linux Survival
The Linux Command Line
LinuxCommand.org
Tecmint: Beginner's guide for linux
The Linux Foundation

Linux开源中文社区的新手必知命令
红联Linux初学者园地

网络手册

资源汇总

UNIX Tutorial for Beginners

C++

Useful C++ / Unix Resources
TutorialsPoint C++
TutorialsPoint Unix
C++ Primer 5 Answers(C++11/14)
MIT open course: Introduction to C++
cplusplus.com
learncpp.com
A Beginners C++
Data Structures and Algorithms with Object-Oriented Design Patterns in C++

Data Structure Visualizations
VISUALGO

Docker

入门学习资料汇总
推酷:入门教程(1)
Docker中文网
Docker官网
知乎:Docker的应用场景在哪里
博客园上一篇:Docker简明教程
C博客上Docker学习笔记

Markdown

Cheatsheet
Tutorial
Cheatsheet2
mastering-markdown
MultiMarkdown

HTML & CSS

Learn to Code: for Beginners
Learn to Code: for Advanced
HTML.net: tutorials for HTML, CSS, PHP, JavaScript
SoloLearn HTML Fundamentals
CodeCademy: HTML & CSS
w3schools: html
Coursera: HTML

Homebrew

Homebrew
Homebrew-github

Vim

一步步的介绍
小视频来演示
交互式教程
Vim/Vi命令整理

Git

菜鸟教程
廖雪峰

Regex

w3c的零基础教程
脚本之家的快速入门
微软的正则表达式语言 - 快速参考
汇总所有语言所支持的正则表达式的详细英文教学网站

速查表1
速查表2
基于Python的re模块的速查表

在线测试1
在线测试2

HackerRank-在线练习

posted @ 2016-11-09 17:22  AI小虾米  阅读(633)  评论(0编辑  收藏  举报