Mastering Software Development in R 专项课程

于 Sep 22 开始

Mastering Software Development in R 专项课程

Build the Tools for Better Data Science。Learn to design software for data tooling, distribute R packages, and build custom visualizations

本专项课程介绍

This Specialization covers R software development for building data science tools. As the field of data science evolves, it has become clear that software development skills are essential for producing useful data science results and products. You will obtain rigorous training in the R language, including the skills for handling complex data, building R packages and developing custom data visualizations. You will learn modern software development practices to build tools that are highly reusable, modular, and suitable for use in a team-based environment or a community of developers.

制作方:

courses
5 courses

按照建议的顺序或选择您自己的顺序。

projects
项目

旨在帮助您实践和应用所学到的技能。

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证书

在您的简历和领英中展示您的新技能。

项目概览

课程
Beginner Specialization.
No prior experience required.
  1. 第 1 门课程

    The R Programming Environment

    字幕
    English

    课程概述

    This course provides a rigorous introduction to the R programming language, with a particular focus on using R for software development in a data science setting. Whether you are part of a data science team or working individually within a communi
  2. 第 2 门课程

    Advanced R Programming

    字幕
    English, Chinese (Simplified)

    课程概述

    This course covers advanced topics in R programming that are necessary for developing powerful, robust, and reusable data science tools. Topics covered include functional programming in R, robust error handling, object oriented programming, profilin
  3. 第 3 门课程

    Building R Packages

    字幕
    English

    课程概述

    Writing good code for data science is only part of the job. In order to maximizing the usefulness and reusability of data science software, code must be organized and distributed in a manner that adheres to community-based standards and provides a
  4. 第 4 门课程

    Building Data Visualization Tools

    课程学习时间
    4 weeks, 2 hours per week
    字幕
    English, Chinese (Simplified)

    课程概述

    The data science revolution has produced reams of new data from a wide variety of new sources. These new datasets are being used to answer new questions in way never before conceived. Visualization remains one of the most powerful ways draw conclusions
  5. 第 5 门课程

    Mastering Software Development in R Capstone

    计划开课班次:Nov 5
    字幕
    English, Georgian, Estonian, German, Thai, Japanese, Nepali

    毕业项目介绍

    R

制作方

  • Johns Hopkins University

    Johns Hopkins University is recognized as a destination for excellent, ambitious scholars and a world leader in teaching and research. The mission of The Johns Hopkins University is to educate its students and cultivate their capacity for life-long learning, to foster independent and original research, and to bring the benefits of discovery to the world.

    The mission of The Johns Hopkins University is to educate its students and cultivate their capacity for life-long learning, to foster independent and original research, and to bring the benefits of discovery to the world.

  • Roger D. Peng, PhD

    Roger D. Peng, PhD

    Associate Professor, Biostatistics
  • Brooke Anderson

    Brooke Anderson

    Assistant Professor, Environmental & Radiological Health Sciences

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