Johns Hopkins University
Mastering Software Development in R Specialization

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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

23,628 already enrolled

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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

Category: R Programming
Category: Data Import/Export
Category: Data Science
Category: Data Structures
Category: Performance Tuning
Category: Tidyverse (R Package)
Category: Data Manipulation
Category: Debugging
Category: Data Transformation
Category: Big Data
Category: Text Mining
Category: Web Scraping
Category: Application Programming Interface (API)
Category: Programming Principles
Category: Data Cleansing

What you'll learn

Skills you'll gain

Category: R Programming
Category: Debugging
Category: Data Manipulation
Category: Data Structures
Category: Functional Design
Category: Object Oriented Programming (OOP)
Category: Software Design Patterns
Category: Performance Tuning
Category: Programming Principles

What you'll learn

Skills you'll gain

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

What you'll learn

Skills you'll gain

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

What you'll learn

Skills you'll gain

Category: Continuous Integration
Category: Data Visualization Software
Category: Software Technical Review
Category: Data Manipulation
Category: Package and Software Management
Category: Software Documentation
Category: GitHub
Category: R Programming
Category: Leaflet (Software)
Category: Software Testing
Category: Data Cleansing

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 Courses1,656,245 learners
Brooke Anderson
Johns Hopkins University
5 Courses76,569 learners

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