Translate the following blog post title into English, concise and natural. Return plain text only without quotes. 哈佛大学 R 编程课程介绍

Honghao Wang

— 1 min read

Harvard CS50: Introduction to Programming with R

Harvard University offers exceptional beginner-friendly computer science courses.

We’re excited to announce the release of Harvard CS50’s Introduction to Programming in R, a powerful language widely used for statistical computing, data science, and graphics.

This course was developed by Carter Zenke.

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What You'll Learn

In this course, you will:

  • Use RStudio — a popular Integrated Development Environment (IDE) for R.
  • Represent real-world data using vectors, matrices, arrays, lists, and data frames.
  • Filter data with conditions to analyze subsets.
  • Apply functions and loops to manipulate and summarize datasets.
  • Write functions to modularize your code and raise exceptions for error handling.
  • Tidy data with R’s `tidyverse` package.
  • Create colorful visualizations with R’s grammar of graphics.
  • Package, test, and share R code for others to use.

Assignments are inspired by real-world datasets, making the learning experience practical and engaging.

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Course Sections

  • Introduction
  • Representing Data
  • Transforming Data
  • Applying Functions
  • Tidying Data
  • Visualizing Data
  • Testing Programs
  • Packaging Programs

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Watch the Course

You can watch the full 9-hour course for free on the freeCodeCamp.org YouTube channel.

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