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

What you'll learn

Skills you'll gain

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

What you'll learn

Skills you'll gain

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

What you'll learn

Skills you'll gain

Ggplot2, Interactive Data Visualization, Scatter Plots, Histogram, Data Visualization Software, Geographic Information Systems, Graphic and Visual Design, Datamaps, R Programming, and Data Visualization

What you'll learn

Skills you'll gain

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

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 Courses1,661,901 learners
Brooke Anderson
Johns Hopkins University
5 Courses76,748 learners

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