R_資料科學程式設計
Introduction
week_1
1 Environment Setting
2 Git & GitHub Intro
3 R Basic I
week_1 Task
week_2
1 R Basic II
2 Markdown
3 R Markdown
4 R Crawler
week_2 Task
week_3
1 Preprocess the data faster
2 Before we visualize data
3 Plot with basic function
4 Plot with ggplot2 & plotly
week_3 Task
week_4
1 Scrape with openAPI
2 Visualization Example
week_4 Task
week_5
1 Exploratory Data Analysis
2 Text Mining - TF-IDF Intro
3 Text Mining - word2vec Intro
week_5 Task
week_6
week_7
1 ML/DL Resources
week_8
week_9
week_10
week_11 & 12
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1 R Basic II
week_2
1 R Basic II
內建函數例子
內建函數
函式編寫 function
自訂函數
R_functions
R_variable scope
資料框整理技巧
Datacamp 資料框整理技巧
Dplyr
關於R管線運算子(%>%, )
在R中使用管線(Pipe)處理資料流
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