Table of Contents

1. NLP + 机器/深度学习 + CV + 数据分析

2. Java

SpringBoot

3. C/C++

4. Python

框架：Flask

5. Angular JS + Node JS

6. Docker/Redis/Kafka+ Zookeeper/Tibco

7. 程序员必读书单

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1. NLP + 机器/深度学习 + CV + 数据分析

NLP： 自然语言处理NLP知识资料大全集 https://www.ctolib.com/topics-125929.htmlNatural Language Processing with Deep Learning(cs224n)  https://www.bilibili.com/video/av15892671?from=search&seid=11646260500834615276博客：https://zhuanlan.zhihu.com/p/29791380《自然语言处理简明教程》 冯志伟 著 https://www.zhihu.com/question/24417961NLP相关书单： https://www.msra.cn/zh-cn/news/features/book-recommendation-nlp-20171220NLP入门 https://www.analyticsvidhya.com/blog/2017/01/ultimate-guide-to-understand-implement-natural-language-processing-codes-in-python/文本数据处理的终极指南-[NLP入门] https://juejin.im/entry/5aa34b10f265da2381553b87手把手教你在Python中实现文本分类（附代码、数据集） https://zhuanlan.zhihu.com/p/37157010

https://www.analyticsvidhya.com/blog/2017/01/ultimate-guide-to-understand-implement-natural-language-processing-codes-in-python/

自然语言处理第一番之文本分类器 https://zhuanlan.zhihu.com/p/27447133git代码和数据集 https://github.com/burness/tensorflow-101/blob/master/nlp/text_classifier/scripts/cnn_text_classifier.py  机器学习： 资源集合： http://www.tensorflownews.com/2018/04/17/dlresource/ 

https://github.com/allmachinelearning/MachineLearning/blob/master/notes/MLMaterials.md

https://blog.csdn.net/q361239731/article/details/81012904

https://mp.weixin.qq.com/s?__biz=MzUyMjE2MTE0Mw==&mid=2247485821&idx=1&sn=9cb901cb9c5144a1714eed4927c4b609&chksm=f9d157e5cea6def32faea122cf4193a77cfb3397543e95392acd6ec0185a647a42d2eab01ccd&scene=21#wechat_redirect

《统计自然语言处理》（第2版）宗成庆 著机器学习路线： https://zhuanlan.zhihu.com/p/27183621深度学习论文集： https://github.com/terryum/awesome-deep-learning-papers计算机视觉 论文集： https://zhuanlan.zhihu.com/p/32129971目标检测：https://redstonewill.com/1934/人脸识别：

https://blog.csdn.net/u014380165/article/details/78906898

http://www.cnblogs.com/darkknightzh/p/8524937.html

数据分析 Data analysis training https://github.com/genzj/pandas-training-exercise

学习资源：科赛网   https://www.kesci.com/

Book：《Python for data analysis》

常见面试题：

BAT https://blog.csdn.net/qq_36330643/article/details/78247254?utm_source=blogxgwz5常见面试题 https://blog.csdn.net/XYYHLark01/article/details/80384794?utm_source=blogxgwz4常见面试题 https://yq.aliyun.com/articles/6947

2. Java

Java 快速入门教程  http://yun.itheima.com/course/269.html27天java入门教程 http://yun.itheima.com/course/1.html

SpringBoot

视频课： https://www.bilibili.com/video/av38657363?from=search&seid=1509551332780698759321天实战SpringBoot2.9 ：https://www.bilibili.com/video/av25425463/?spm_id_from=333.788.videocard.1Reference Guide： https://docs.spring.io/spring-boot/docs/2.1.4.RELEASE/reference/htmlsingle/#using-boot-starter

3. C/C++

C++核心编程 http://yun.itheima.com/course/427.htmlC++ STL高级教程  http://yun.itheima.com/course/434.htmlC语言与数据结构： http://yun.itheima.com/course/428.htmlC语言提高 深入浅出： http://yun.itheima.com/course/407.htmlC++基础 http://yun.itheima.com/course/275.htmlC++基础 扫地僧 http://yun.itheima.com/course/10.html

4. Python

Python全栈教程 快速搭建web服务器— http://yun.itheima.com/course/256.html Book：《Effective  Python》

框架：Flask

学习方法： https://www.zhihu.com/question/20135205

中文官方文档： http://docs.jinkan.org/docs/flask/tutorial/index.html

英文官方文档： http://flask.pocoo.org/docs/0.12/

博客： http://blog.csdn.net/jmilk/article/category/6518106

Flask - Cache：http://blog.csdn.net/jmilk/article/category/6518106

Flask - Bootstrap：http://flask-bootstrap-zh.readthedocs.io/zh/latest/

Flask - mail：http://python.jobbole.com/86765/

5. Angular JS + Node JS

Angular JS视频教程： https://www.bilibili.com/video/av27117591

NodeJS

教程：http://www.runoob.com/nodejs/nodejs-tutorial.html

公开课教程：https://www.bilibili.com/video/av26470001?p=4  18h

https://developer.mozilla.org/zh-CN/docs/Learn/Server-side/Express_Nodejs

6. Docker/Redis/Kafka+ Zookeeper/Tibco

Docker: 视频课 https://www.bilibili.com/video/av47715282?from=search&seid=2009861769979326156  8h

尚硅谷Redis视频  https://www.bilibili.com/video/av14529686 580mins

Kafka+zookeeper:

Kafka+zookeeper介绍： https://gitbook.cn/books/5ae1e77197c22f130e67ec4e/index.html

Kafka与传统消息中间件的差异：http://lday.me/2017/06/27/0008_kafka_vs_tranditional_mq/

Kafka：https://blog.csdn.net/zhengchao1991/article/details/80572110

Zookper + kafka本地实例测试：https://blog.csdn.net/shuaidan19920412/article/details/79114545

kafka生产者和消费者Java实现： https://blog.csdn.net/galen2016/article/details/80752147

Tibco：http://www.voidcn.com/article/p-ajutjkvc-bag.html

7. 程序员必读书单

程序员一生必读的30本书 https://blog.csdn.net/qwertyupoiuytr/article/details/53999351?locationNum=4&fps=1