Table of Contents
6. Docker/Redis/Kafka+ Zookeeper/Tibco
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.html
- Natural 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/24417961
- NLP相关书单: https://www.msra.cn/zh-cn/news/features/book-recommendation-nlp-20171220
- NLP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
- 自然语言处理第一番之文本分类器 https://zhuanlan.zhihu.com/p/27447133
- git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:
- 深度学习论文集: https://github.com/terryum/awesome-deep-learning-papers
- 计算机视觉
- 数据分析
- Data analysis training https://github.com/genzj/pandas-training-exercise
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学习资源:科赛网 https://www.kesci.com/
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Book:《Python for data analysis》
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常见面试题:
2. Java
- Java 快速入门教程 http://yun.itheima.com/course/269.html
- 27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=15095513327806987593
- 21天实战SpringBoot2.9 :https://www.bilibili.com/video/av25425463/?spm_id_from=333.788.videocard.1
- Reference 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.html
- C++ STL高级教程 http://yun.itheima.com/course/434.html
- C语言与数据结构: http://yun.itheima.com/course/428.html
- C语言提高 深入浅出: http://yun.itheima.com/course/407.html
- C++基础 http://yun.itheima.com/course/275.html
- C++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
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中文官方文档: http://docs.jinkan.org/docs/flask/tutorial/index.html
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博客: http://blog.csdn.net/jmilk/article/category/6518106
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Flask - Cache:http://blog.csdn.net/jmilk/article/category/6518106
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Flask - Bootstrap:http://flask-bootstrap-zh.readthedocs.io/zh/latest/
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Flask - mail:http://python.jobbole.com/86765/
5. Angular JS + Node JS
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Angular JS视频教程: https://www.bilibili.com/video/av27117591
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NodeJS
6. Docker/Redis/Kafka+ Zookeeper/Tibco
- Docker: 视频课 https://www.bilibili.com/video/av47715282?from=search&seid=2009861769979326156 8h
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尚硅谷Redis视频 https://www.bilibili.com/video/av14529686 580mins
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Kafka+zookeeper:
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Kafka+zookeeper介绍: https://gitbook.cn/books/5ae1e77197c22f130e67ec4e/index.html
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Kafka与传统消息中间件的差异:http://lday.me/2017/06/27/0008_kafka_vs_tranditional_mq/
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Kafka:https://blog.csdn.net/zhengchao1991/article/details/80572110
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Zookper + kafka本地实例测试:https://blog.csdn.net/shuaidan19920412/article/details/79114545
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kafka生产者和消费者Java实现: https://blog.csdn.net/galen2016/article/details/80752147
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Tibco:http://www.voidcn.com/article/p-ajutjkvc-bag.html