Programming in R for Data Science

开始时间: 04/22/2022 持续时间: 4 weeks

所在平台: EdxArchive

课程类别: 其他类别

大学或机构: Microsoft

授课老师: Anders Stockmarr

课程主页: https://www.edx.org/archive/programming-r-data-science-microsoft-dat209x

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课程详情

This computer science course from Microsoft, developed in collaboration with the Technical University of Denmark (DTU), provides you with the knowledge and skills required to use R in the field of your choice!

In 4 short weeks, you will learn all you need to get up to speed with programming in R. You will learn about R’s data structures and syntaxes, how to read and write data from a local file to a cloud-hosted database, working with data, getting summaries, and transforming them to fit your needs. You will also learn how to perform predictive analytics using R and how to create visualizations using the popular ggplot2 package.

The course is taught with short-based lectures and demonstration. Quizzes and exercises will help to reinforce your knowledge and allow you to practice your coding skills and solve problems.

课程大纲

  • R language fundamentals: basic syntax, variables, and types
  • How to create functions and use control flow
  • How to read and write data in R
  • Work with data in R
  • Create and customize visualizations using ggplot2
  • Perform predictive analytics using R

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课程简介

Master R, the statistical programming language for data scientists, with this hands-on course from Microsoft and Technical University of Denmark.

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