FIT5196 Data wrangling
- Data Wrangling 内容补充
- Week1 Reading -- Introduction to Data Wrangling
- Week1 Tutorial -- Pandas介绍
- Week2 Lecture -- Regular Expressions
- Week3 Lecture -- Parsing Raw Data(读取不同格式数据)
- Week4 Lecture -- Text Pre-Processing(处理文本数据)
- Week4 Tutorial -- Text-处理步骤
- Week5 Tutorial -- Text-分析步骤
- Week6 Lecture -- Data Cleansing概念
- Week6 Tutorial -- 处理数据的基本操作
- Week7 Lecture -- Missing Data概念
- Week7 Tutorial -- Missing Value的查看分析方法
- Week8 Lecture -- Outliers
- Week8 Tutorial -- Linear Regression
- Week9 Tutorial -- 爬虫+API
- Week10 Tutorial -- 数据合并
- Week11 Tutorial -- 数据变换