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The R Programming Environment
Coursera
Course
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The R Programming Environment

Johns Hopkins University

Comprehensive introduction to R programming focusing on software development for data science and handling complex datasets.

Unknown7 weeksEnglish53,373 enrolled

About this Course

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 community of developers, this course will give you the knowledge of R needed to make useful contributions in those settings. As the first course in the Specialization, the course provides the essential foundation of R needed for the following courses. We cover basic R concepts and language fundamentals, key concepts like tidy data and related "tidyverse" tools, processing and manipulation of complex and large datasets, handling textual data, and basic data science tasks. Upon completing this course, learners will have fluency at the R console and will be able to create tidy datasets from a wide range of possible data sources

What You'll Learn

  • Achieve fluency at the R console
  • Create tidy datasets from various sources
  • Understand tidyverse tools for data processing

Prerequisites

  • Basic familiarity with the topic and its common terminology
  • Readiness to practice through applied exercises or case-based work

Instructors

R

Roger D. Peng, PhD

Professor of Statistics and Data Sciences

B

Brooke Anderson

Assistant Professor, Environmental & Radiological Health Sciences

Topics

Data Analysis
Data Science
Software Development
Computer Science
Statistical Programming
Data Transformation
Tidyverse (R Package)
Web Scraping
Performance Tuning
Application Programming Interface (API)

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

تحليل البيانات
علوم البيانات
تطوير البرمجيات
علوم الحاسوب
البرمجة الإحصائية
تحويل البيانات
tidyverse (حزمة R)
استخراج الويب
Performance Tuning
Application Programming Interface (API)

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