resources.Rmd

---
title: "學習資源 Learning Resources"
output: html_document
---

```{r setup, include=FALSE}
knitr::opts_chunk$set(echo = TRUE)
```


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## 線上教材

### R 基本語法

- [曾意儒-資料科學與 R 語言](http://yijutseng.github.io/DataScienceRBook/index.html).
- [郭耀仁-認識 R 的美好](https://bookdown.org/tonykuoyj/eloquentr/)
- DataCamp


### 語言、文本分析與資料科學

- [語言分析與資料科學](https://www.gitbook.com/book/loperntu/ladsbook/details) 
- [開放語料庫：製程與分析](https://www.gitbook.com/book/loperntu/copens/details)


### 數學先修

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## 線上課程

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## 專門套件

### R

- Importing data : `readr`
- Representing tables: `tibble`
- Reformatting tables: `tidyr`
- Manipulating data frames: `dplyr`
- Pipelines: `magrittr`
- Working with strings: `stringr`
- Working with factors: `forcats`
- Working with dates: `lubridate`
- Working with models: `broom` and `modelr`
- Functional programming: `purrr`



### Corpus and text mining


### Machine Learning


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## 必備小抄

[RStudio cheat sheet](https://www.rstudio.com/resources/cheatsheets/)