├─课程导读
│&nBSp; &nBSp;&nBSp;&nBSp;课程前期导读.mp4
│&nBSp; &nBSp;&nBSp;&nBSp;课程导读.PPTx
│&nBSp; &nBSp;&nBSp;&nBSp;
├─第一课
│&nBSp;&nBSp;│&nBSp;&nBSp;1.1 数据类型.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;1.2 列表.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;1.3 字典.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;1.4 集合和条件语句.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;1.5 循环语句上.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;1.6 循环语句下.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;1.7 函数编写上.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;1.8 函数编写下.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;python数据处理实战之第1课.html
│&nBSp;&nBSp;│&nBSp;&nBSp;python数据处理实战之第1课.IPynb
│&nBSp;&nBSp;│&nBSp;&nBSp;数据处理实战第一课 python基础.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;数据处理实战第一课 python基础.PPTx
│&nBSp;&nBSp;│&nBSp;&nBSp;第一章作业.docx
│&nBSp;&nBSp;│&nBSp;&nBSp;
│&nBSp;&nBSp;└─.IPynb_checkPOInts
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; python基础之编程基础-checkPOInt.IPynb
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; python数据处理实战之第1课-checkPOInt.IPynb
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;
├─第二课
│&nBSp;&nBSp;│&nBSp;&nBSp;2.1 文件读取之csv文件.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;2.2 文件读取之json格式.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;2.3 指标计算.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;2.4 Numpy数据结构和常用方法.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;2.5 Numpy常用数据处理函数.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;2.6 pandas数据结构.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;第二课 数据处理之常用工具.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;
│&nBSp;&nBSp;└─数据和代码
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; contest_ext_crd_is_creditcue.csv
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; EXICR_QUREY_RECORD_INFO_JDTECH1.csv
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; sAMple1.json
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; sAMple2.json
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; sAMple3.json
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; 数据处理之常用工具.html
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; 第二章作业.docx
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;
├─第三课
│&nBSp;&nBSp;│&nBSp;&nBSp;作业.docx
│&nBSp;&nBSp;│&nBSp;&nBSp;第三课 数据处理之文件交互.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;
│&nBSp;&nBSp;├─数据和代码
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp;&nBSp;APP.txt
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp;&nBSp;base.csv
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp;&nBSp;creditcue.csv
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp;&nBSp;customer_table.csv
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp;&nBSp;data.txt
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp;&nBSp;equIPment_1.txt
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp;&nBSp;meal_order_detAIl.xlsx
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp;&nBSp;sales.csv
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp;&nBSp;sAMple.xlsx
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp;&nBSp;农户户主基本信息全.xls
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp;&nBSp;数据处理之文件交互.html
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp;&nBSp;
│&nBSp;&nBSp;│&nBSp;&nBSp;└─.IPynb_checkPOInts
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; 数据处理之文件交互-checkPOInt.IPynb
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;└─视频
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; 3.1 csv文件读写.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; 3.2 Excel文件读写.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; 3.3 数据库文件读取.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; 3.4 数据库文件保存.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; 3.5 txt文件保存.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp; &nBSp;&nBSp; &nBSp;
├─第四课
│&nBSp; &nBSp;&nBSp; &nBSp;4.1 数据筛选.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;4.2 数据增加和删除.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;4.3 数据修改和查找.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;4.4 数据整理.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;4.5 层次化索引.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;作业数据.zIP
│&nBSp; &nBSp;&nBSp; &nBSp;数据和代码.zIP
│&nBSp; &nBSp;&nBSp; &nBSp;第四章作业.docx
│&nBSp; &nBSp;&nBSp; &nBSp;第四课 数据表操作.pdf
│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp; &nBSp;&nBSp; &nBSp;
├─第五课
│&nBSp;&nBSp;│&nBSp;&nBSp;5.1 日期型数据处理.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;5.2 字符串数据处理.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;5.3 高阶函数运用上.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;5.4 高阶函数运用下.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;5.5 简单函数数据变换.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;5.6 数据标准化.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;第五章作业.docx
│&nBSp;&nBSp;│&nBSp;&nBSp;第五课 数据转换.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;
│&nBSp;&nBSp;└─数据和代码
│&nBSp; &nBSp;&nBSp; &nBSp;│&nBSp;&nBSp;churn_analysis_raw.csv
│&nBSp; &nBSp;&nBSp; &nBSp;│&nBSp;&nBSp;MotorcycleData.csv
│&nBSp; &nBSp;&nBSp; &nBSp;│&nBSp;&nBSp;城投承销总榜.xlsx
│&nBSp; &nBSp;&nBSp; &nBSp;│&nBSp;&nBSp;客户流失数据字段.docx
│&nBSp; &nBSp;&nBSp; &nBSp;│&nBSp;&nBSp;数据处理之数据转换.IPynb
│&nBSp; &nBSp;&nBSp; &nBSp;│&nBSp;&nBSp;朝阳医院2018年销售数据.xlsx
│&nBSp; &nBSp;&nBSp; &nBSp;│&nBSp;&nBSp;
│&nBSp; &nBSp;&nBSp; &nBSp;└─.IPynb_checkPOInts
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;&nBSp;&nBSp;数据处理之数据转换-checkPOInt.IPynb
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;&nBSp;&nBSp;数据清洗实战-checkPOInt.IPynb
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;
├─第六课
│&nBSp; &nBSp;&nBSp; &nBSp;6.1 数据基本运算.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;6.2 数据分组计算.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;6.3 聚合函数agg使用.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;6.4 APPly函数使用.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;6.5 透视图和交叉表.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;作业.zIP
│&nBSp; &nBSp;&nBSp; &nBSp;前三章作业答案.zIP
│&nBSp; &nBSp;&nBSp; &nBSp;数据和代码.zIP
│&nBSp; &nBSp;&nBSp; &nBSp;第六课 数据统计分析和计算.pdf
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;
├─第七课
│&nBSp;&nBSp;│&nBSp;&nBSp;7.1 时间序列数据.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;7.2 数据抽样.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;7.3 移动窗口相关函数.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;7.4 数据形状重塑列转行.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;7.5 数据形状重塑行转列.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;第七课 数据其他相关操作.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;
│&nBSp;&nBSp;├─作业
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;Industry_GDP.xlsx
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;Prod_TrADe.xlsx
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;zhj_user_APP_info.csv
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;国民经济核算季度数据.xlsx
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;第七章作业.docx
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;└─数据和代码
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; hs_300.xlsx
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; loan detAIls.csv
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; Master_Loan_Summary.csv
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; pew.csv
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; sales_detAIls.csv
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; 数据处理之数据其他操作.html
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;&nBSp;&nBSp;
├─第八章
│&nBSp;&nBSp;│&nBSp;&nBSp;8.1 折线图.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;8.2 为图表添加元素.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;8.3 柱状图和直方图.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;8.4 饼图和箱线图.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;8.5 散点图.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;第八章.rar
│&nBSp;&nBSp;│&nBSp;&nBSp;第八课 常用统计图形输出.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;
│&nBSp;&nBSp;├─作业
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;AIr_data.csv
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;Titanic.csv
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;第八章作业.docx
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;├─数据和代码
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp;&nBSp;churn_analysis_raw.csv
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp;&nBSp;常用统计图形输出.html
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp;&nBSp;绘图选项.docx
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp;&nBSp;
│&nBSp;&nBSp;│&nBSp;&nBSp;└─.IPynb_checkPOInts
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; Matplotlib绘图-checkPOInt.IPynb
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; 常用统计图形输出-checkPOInt.IPynb
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;└─第四章到第六章作业答案
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; 作业答案.py
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; 第五章作业答案.py
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; 第六章作业.html
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;
├─第九课
│&nBSp; &nBSp;&nBSp; &nBSp;9.1 重复值处理.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;9.2 缺失值处理.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;9.3 异常值判断.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;9.4 异常值处理.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;9.5 数据分箱处理.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;9.6 数据分箱操作.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;作业.zIP
│&nBSp; &nBSp;&nBSp; &nBSp;数据和代码.zIP
│&nBSp; &nBSp;&nBSp; &nBSp;第九课 数据清洗.pdf
│&nBSp; &nBSp;&nBSp; &nBSp;
└─第十章
&nBSp; &nBSp;&nBSp; &nBSp; 10.1 字段扩充上.mp4
&nBSp; &nBSp;&nBSp; &nBSp; 10.1 字段扩充下.mp4
&nBSp; &nBSp;&nBSp; &nBSp; 10.2 属性规约.mp4
&nBSp; &nBSp;&nBSp; &nBSp; 10.3 数据量纲级处理.mp4
&nBSp; &nBSp;&nBSp; &nBSp; 10.4 数据缺失填补上.mp4
&nBSp; &nBSp;&nBSp; &nBSp; 10.4 数据缺失填补下.mp4
&nBSp; &nBSp;&nBSp; &nBSp; 10.5 哑变量处理.mp4
&nBSp; &nBSp;&nBSp; &nBSp; 作业和数据.zIP
&nBSp; &nBSp;&nBSp; &nBSp; 数据和代码.zIP
&nBSp; &nBSp;&nBSp; &nBSp; 第七章到第八章答案.zIP
&nBSp; &nBSp;&nBSp; &nBSp; 第十课 特征工程之scikit-learn.pdf
&nBSp; &nBSp;&nBSp; &nBSp; 第十课.rar

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