課程信息

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初級
完成時間大約為19 小時
英語(English)
字幕:英語(English)
可分享的證書
完成後獲得證書
100% 在線
立即開始,按照自己的計劃學習。
可靈活調整截止日期
根據您的日程表重置截止日期。
初級
完成時間大約為19 小時
英語(English)
字幕:英語(English)

提供方

艾莫利大学 徽標

艾莫利大学

教學大綱 - 您將從這門課程中學到什麼

1

1

完成時間為 5 小時

Introduction to Reproducible Research and Dynamic Documentation

完成時間為 5 小時
11 個視頻 (總計 75 分鐘), 6 個閱讀材料, 2 個測驗
11 個視頻
Welcome to Week 1!3分鐘
History and Importance of Reproducibility5分鐘
Dynamic Documentation and Literate Programming5分鐘
Components and Examples of Reproducibility8分鐘
R and RStudio Introduction8分鐘
Git and Github - Part 112分鐘
Git and Github - Part 213分鐘
Git and Github - Part 36分鐘
Creating Your First Document9分鐘
Wrap-Up41
6 個閱讀材料
Course Outline and Grading Information5分鐘
Articles, Resources, and File Organization Examples1小時
[Lecture Prep] - Links for R and RStudio1分鐘
R and RStudio Resources30分鐘
[Lecture Prep] - GIT and GitHub5分鐘
Books on Reproducibility and Tools of the Trade45分鐘
2 個練習
Practice20分鐘
Week 130分鐘
2

2

完成時間為 4 小時

R Markdown: Syntax, Document, and Presentation Formats

完成時間為 4 小時
8 個視頻 (總計 83 分鐘), 11 個閱讀材料, 2 個測驗
8 個視頻
Introduction to R Markdown and the YAML Header10分鐘
R Markdown Syntax13分鐘
Figures, Tables, and Equations14分鐘
Images, Videos, and Footnotes9分鐘
Presentation Formats16分鐘
Book Format16分鐘
Wrap-Up1分鐘
11 個閱讀材料
[Lecture Prep] - Links for R Markdown and YAML1分鐘
[Lecture Prep] - R Markdown File1分鐘
R Markdown Resources30分鐘
Resources for Tables and Equations25分鐘
[Lecture Prep] - Media and R Markdown Files1分鐘
Resource for Embedding Videos5分鐘
[Lecture Prep] - R Markdown File1分鐘
Resources for the Presentation Format25分鐘
[Lecture Prep] - Link for Bookdown Demo3分鐘
Resources for the Book Format25分鐘
[Graded Quiz Prep] - Week 2 Instructions5分鐘
2 個練習
Practice20分鐘
Week 240分鐘
3

3

完成時間為 4 小時

R Markdown Templates: Processing and Customizing

完成時間為 4 小時
9 個視頻 (總計 93 分鐘), 6 個閱讀材料, 2 個測驗
9 個視頻
Customizing an HTML Document20分鐘
Customizing a WORD Document8分鐘
Customizing Other Document Formats10分鐘
Working with R Packages12分鐘
Building a Document Template, Part 112分鐘
Building a Document Template, Part 210分鐘
Adding Parameters in a Document Template15分鐘
Wrap-Up58
6 個閱讀材料
[Lecture Prep] - CSS File1分鐘
Note on MD files3分鐘
Resources for Customizing Documents40分鐘
[Lecture Prep] - R Script File1分鐘
[Lecture Prep] - Code File1分鐘
Resources for Parameters and Template Development1小時
2 個練習
Practice20分鐘
Week 330分鐘
4

4

完成時間為 3 小時

Leveraging Custom Templates from Leading Scientific Journals

完成時間為 3 小時
6 個視頻 (總計 47 分鐘), 3 個閱讀材料, 2 個測驗
6 個視頻
Examples and Demo of Existing Templates10分鐘
Exploring R Packages and Their Components and Files12分鐘
Create an R Markdown Template and Share It10分鐘
Create an R Package with an R Markdown Template11分鐘
Wrap-Up44
3 個閱讀材料
Custom Template Packages and References1小時
Resources for Packages and Forking Repositories30分鐘
[Lecture Prep] - Code File1分鐘
2 個練習
Practice20分鐘
Week 430分鐘

審閱

來自REPRODUCIBLE TEMPLATES FOR ANALYSIS AND DISSEMINATION 的熱門評論

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