Honlan / Fullstack Data Engineer
全栈数据工程师养成攻略
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全栈数据工程师养成攻略
教程笔记
请参考课程笔记.pdf
图书购买链接
同名图书已出版
- 京东：https://item.jd.com/12257465.html
- 当当：http://product.dangdang.com/25202870.html
- 人邮：http://www.ryjiaoyu.com/book/details/8419
我的个人网站
我的微信
Honlann，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
视频链接
- 网易云课堂 http://study.163.com/course/courseMain.htm?courseId=1003520028
- 雪晴数据网 http://www.xueqing.tv/course/73
- 毕业僧 http://www.biyeseng.cn/front/couinfo/34
- 研趣网 http://www.rinterest.cn/course/72
- 优酷 http://v.youku.com/v_show/id_XMTc1NDY1NjM2OA==.html?f=28356198&from=y1.7-3
- 腾讯 http://v.qq.com/vplus/334d685e3cea789f67d5bd9617482a49/foldervideos/1ad000101bqho2b
- 土豆 http://www.tudou.com/listplay/IstkSpQCB1o.html
- 爱奇艺 http://www.iqiyi.com/v_19ruejtj7x.html?list=19rrkraftq
课时内容
- 1 序言 暖个场子
- 2 序言 数据工程和编程语言
- 3 序言 带好装备Python和Sublime
- 4 Python 先学会基本语法
- 5 实战 西游记用字统计
- 6 数据 解读数据结构和类型
- 7 爬虫 Http请求和Chrome
- 8 爬虫 使用urllib2获取数据
- 9 实战 爬取豆瓣电影数据
- 10 数据库 用MAMP和WAMP搭建Web环境
- 11 数据库 MySQL使用方法
- 12 数据库 使用Python操作MySQL
- 13 ggplot2 在R中进行可视化
- 14 ggplot2 基本语法和基础图形
- 15 实战 Diamonds数据集探索
- 16 NLP 走近自然语言处理
- 17 NLP 使用jieba分词处理文本
- 18 NLP WordEmbedding的概念和实现
- 19 Web基础 网页的骨骼HTML
- 20 Web基础 网页的血肉CSS
- 21 Web基础 网页的关节JS
- 22 Web进阶 比JS更方便的JQuery
- 23 实战 和DT财经合作的中秋节月饼项目
- 24 Web进阶 基于ThinkPHP的简易个人博客
- 25 Web进阶 基于Flask的简易个人博客
- 26 动态可视化 国内开源良心之作ECharts
- 27 实战 再谈豆瓣电影数据分析项目
- 28 动态可视化 数据可视化之魅D3
- 29 实战 星战系列电影知识图谱可视化
- 30 动态可视化 艺术家的可视化工具Processing
- 31 实战 上海地铁的一天动态可视化
- 32 机器学习 明白一些基本概念
- 33 机器学习 常用经典模型及其实现
- 34 机器学习 调参比赛大杀器XGBoost
- 35 实战 微额借贷用户人品预测
- 36 深度学习 揭开DL的神秘面纱
- 37 深度学习 用于处理图像的CNN
- 38 深度学习 用于处理序列的RNN
- 39 实战 基于Keras实现多种手写数字识别模型
- 40 PPT 我把故事讲给你听
文件说明
-
data文件夹下放了一些教程里会用到的数据和代码 -
codes文件夹下放了一些实战项目用到的代码
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