In this course you will learn how to program in R and how to use R for effective data analysis. You will learn how to install and configure software necessary for a statistical programming environment and describe generic programming language concepts as they are implemented in a high-level statistical language. The course covers practical issues in statistical computing which includes programming in R, reading data into R, accessing R packages, writing R functions, debugging, profiling R code, and organizing and commenting R code. Topics in statistical data analysis will provide working examples.
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约翰霍普金斯大学课程信息
322,615 次近期查看
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中级
Familiarity with regression is recommended.
完成时间大约为57 小时
英语（English）
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体验 Coursera 企业版您将学到的内容有
Understand critical programming language concepts
Configure statistical programming software
Make use of R loop functions and debugging tools
Collect detailed information using R profiler
您将获得的技能
- Data Analysis
- Debugging
- R Programming
- Rstudio
可灵活调整截止日期
根据您的日程表重置截止日期。
可分享的证书
完成后获得证书
100% 在线
立即开始，按照自己的计划学习。
中级
Familiarity with regression is recommended.
完成时间大约为57 小时
英语（English）
对员工进行热门技能培训能否为您的公司带来益处？
体验 Coursera 企业版
提供方
授课大纲 - 您将从这门课程中学到什么
完成时间为 25 小时
Week 1: Background, Getting Started, and Nuts & Bolts
完成时间为 25 小时
28 个视频 （总计 129 分钟）, 9 个阅读材料, 8 个测验
完成时间为 12 小时
Week 2: Programming with R
完成时间为 12 小时
13 个视频 （总计 91 分钟）, 3 个阅读材料, 5 个测验
完成时间为 9 小时
Week 3: Loop Functions and Debugging
完成时间为 9 小时
8 个视频 （总计 61 分钟）, 2 个阅读材料, 4 个测验
完成时间为 11 小时
Week 4: Simulation & Profiling
完成时间为 11 小时
6 个视频 （总计 42 分钟）, 4 个阅读材料, 5 个测验
审阅
- 5 stars68.10%
- 4 stars22.15%
- 3 stars5.83%
- 2 stars2.06%
- 1 star1.82%
来自R 语言程序设计（中文版）的热门评论
由 CH 提供Apr 30, 2020
I would have preferred the 'robot voice' concept from the toolbox course, since it could be updated to more recent R upgrades, but the assignments really made me think and that was my favorite part.
由 AK 提供May 26, 2017
This was very engaging, however, the level of expectation and effort needed is much greater than course 1 - ToolBox.
This is perhaps the best course on R Programming designed for a small duration.
由 JM 提供Aug 11, 2019
Very challenging, but good course. I've been programming in R for over a year, but there were still some things for me to pick up in this class. Assignments were a challenge, but satisfying to tackle.
由 RR 提供Feb 20, 2017
I am pleasantly surprised with the quality of this course. For a beginner, the Swirl exercises are incredibly helpful and I was able to build confidence in working with R because of them. Thank you!
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