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

What you'll learn

Skills you'll gain

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

What you'll learn

Skills you'll gain

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

What you'll learn

Skills you'll gain

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

What you'll learn

Skills you'll gain

Code Review, Leaflet (Software), GitHub, Data Cleansing, Data Manipulation, Data Transformation, Software Documentation, Continuous Integration, Technical Documentation, R Programming, 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 Courses1,662,747 learners
Brooke Anderson
Johns Hopkins University
5 Courses76,782 learners

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