Johns Hopkins University
Mastering Software Development in R Specialization
Johns Hopkins University

Mastering Software Development in R Specialization

Build better data science tools.. Learn to design software for data tooling, distribute R packages, and build custom visualizations.

Roger D. Peng, PhD
Brooke Anderson

Instructors: Roger D. Peng, PhD

Included with Coursera Plus

Get in-depth knowledge of a subject

(1,270 reviews)

Beginner level
No prior experience required
2 months at 10 hours a week
Flexible schedule
Earn a career credential
Share your expertise with employers
Get in-depth knowledge of a subject

(1,270 reviews)

Beginner level
No prior experience required
2 months at 10 hours a week
Flexible schedule
Earn a career credential
Share your expertise with employers

What you'll learn

  • Build R packages

  • Custom data visualization and graphics

  • Data manipulation and wrangling

  • Produce and scale data science products

Overview

What’s included

Shareable certificate

Add to your LinkedIn profile

Taught in English
12 practice exercises

Advance your subject-matter expertise

  • Learn in-demand skills from university and industry experts
  • Master a subject or tool with hands-on projects
  • Develop a deep understanding of key concepts
  • Earn a career certificate from Johns Hopkins University

Specialization - 5 course series

What you'll learn

Skills you'll gain

R Programming, Big Data, Text Mining, Web Scraping, Data Transformation, Application Programming Interface (API), Data Science, Statistical Programming, Data Cleansing, Data Manipulation, and Tidyverse (R Package)

What you'll learn

Skills you'll gain

R Programming, Debugging, Programming Principles, Object Oriented Programming (OOP), Data Manipulation, Performance Tuning, Software Documentation, Integrated Development Environments, Data Structures, Functional Design, and Software Design Patterns

What you'll learn

Skills you'll gain

GitHub, Package and Software Management, Open Source Technology, Git (Version Control System), R Programming, Knitr, Rmarkdown, Technical Documentation, Version Control, Continuous Integration, Maintainability, Testability, and Software Documentation

What you'll learn

Skills you'll gain

Ggplot2, Interactive Data Visualization, Scatter Plots, Visualization (Computer Graphics), R Programming, Geospatial Information and Technology, Datamaps, Data Visualization, Data Visualization Software, Histogram, Geospatial Mapping, and Graphic and Visual Design

What you'll learn

Skills you'll gain

Leaflet (Software), Data Transformation, Technical Documentation, Code Review, Data Cleansing, GitHub, R Programming, Continuous Integration, Data Manipulation, Software Documentation, Software Testing, and Data Visualization Software

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV. Share it on social media and in your performance review.

Instructors

Roger D. Peng, PhD
Johns Hopkins University
37 Courses1,661,574 learners
Brooke Anderson
Johns Hopkins University
5 Courses76,739 learners

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