{"id":13713541,"url":"https://github.com/Honlan/fullstack-data-engineer","last_synced_at":"2025-05-06T23:32:33.967Z","repository":{"id":201303613,"uuid":"70541329","full_name":"Honlan/fullstack-data-engineer","owner":"Honlan","description":"全栈数据工程师养成攻略","archived":false,"fork":false,"pushed_at":"2019-03-05T08:37:20.000Z","size":11017,"stargazers_count":550,"open_issues_count":8,"forks_count":269,"subscribers_count":46,"default_branch":"master","last_synced_at":"2024-08-03T23:27:25.292Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter 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Notebook","readme":"# 全栈数据工程师养成攻略\n\n## 教程笔记\n\n请参考`课程笔记.pdf`\n\n## 图书购买链接\n\n同名图书已出版\n\n- 京东：[https://item.jd.com/12257465.html](https://item.jd.com/12257465.html)\n- 当当：[http://product.dangdang.com/25202870.html](http://product.dangdang.com/25202870.html)\n- 人邮：[http://www.ryjiaoyu.com/book/details/8419](http://www.ryjiaoyu.com/book/details/8419)\n\n## 我的个人网站\n\nhttp://zhanghonglun.cn/\n\n## 我的微信\n\nHonlann，我建了一个交流群，目前超过了100人，所以想加入的童鞋可以先加我好友，然后我拉你\n\n## 视频链接\n\n- 网易云课堂 http://study.163.com/course/courseMain.htm?courseId=1003520028\n- 雪晴数据网 http://www.xueqing.tv/course/73\n- 毕业僧 http://www.biyeseng.cn/front/couinfo/34\n- 研趣网 http://www.rinterest.cn/course/72\n- 优酷 http://v.youku.com/v_show/id_XMTc1NDY1NjM2OA==.html?f=28356198\u0026from=y1.7-3\n- 腾讯 http://v.qq.com/vplus/334d685e3cea789f67d5bd9617482a49/foldervideos/1ad000101bqho2b\n- 土豆 http://www.tudou.com/listplay/IstkSpQCB1o.html\n- 爱奇艺 http://www.iqiyi.com/v_19ruejtj7x.html?list=19rrkraftq\n\n## 课时内容\n\n- 1 序言 暖个场子\n- 2 序言 数据工程和编程语言\n- 3 序言 带好装备Python和Sublime\n- 4 Python 先学会基本语法\n- 5 实战 西游记用字统计\n- 6 数据 解读数据结构和类型\n- 7 爬虫 Http请求和Chrome\n- 8 爬虫 使用urllib2获取数据\n- 9 实战 爬取豆瓣电影数据\n- 10 数据库 用MAMP和WAMP搭建Web环境\n- 11 数据库 MySQL使用方法\n- 12 数据库 使用Python操作MySQL\n- 13 ggplot2 在R中进行可视化\n- 14 ggplot2 基本语法和基础图形\n- 15 实战 Diamonds数据集探索\n- 16 NLP 走近自然语言处理\n- 17 NLP 使用jieba分词处理文本\n- 18 NLP WordEmbedding的概念和实现\n- 19 Web基础 网页的骨骼HTML\n- 20 Web基础 网页的血肉CSS\n- 21 Web基础 网页的关节JS\n- 22 Web进阶 比JS更方便的JQuery\n- 23 实战 和DT财经合作的中秋节月饼项目\n- 24 Web进阶 基于ThinkPHP的简易个人博客\n- 25 Web进阶 基于Flask的简易个人博客\n- 26 动态可视化 国内开源良心之作ECharts\n- 27 实战 再谈豆瓣电影数据分析项目\n- 28 动态可视化 数据可视化之魅D3\n- 29 实战 星战系列电影知识图谱可视化\n- 30 动态可视化 艺术家的可视化工具Processing\n- 31 实战 上海地铁的一天动态可视化\n- 32 机器学习 明白一些基本概念\n- 33 机器学习 常用经典模型及其实现\n- 34 机器学习 调参比赛大杀器XGBoost\n- 35 实战 微额借贷用户人品预测\n- 36 深度学习 揭开DL的神秘面纱\n- 37 深度学习 用于处理图像的CNN\n- 38 深度学习 用于处理序列的RNN\n- 39 实战 基于Keras实现多种手写数字识别模型\n- 40 PPT 我把故事讲给你听\n\n## 文件说明\n\n- `data`文件夹下放了一些教程里会用到的数据和代码\n- `codes`文件夹下放了一些实战项目用到的代码","funding_links":[],"categories":["Jupyter Notebook","Programming Language Tutorials"],"sub_categories":["For Scala"],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FHonlan%2Ffullstack-data-engineer","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FHonlan%2Ffullstack-data-engineer","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FHonlan%2Ffullstack-data-engineer/lists"}