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Introduction to the Tidyverse
Coursera
Course
Unknown

Introduction to the Tidyverse

Johns Hopkins University

Learn about the powerful Tidyverse toolkit that simplifies organizing and analyzing data using R programming for effective data science workflows.

Unknown6 weeksEnglish

About this Course

This course introduces a powerful set of data science tools known as the Tidyverse. The Tidyverse has revolutionized the way in which data scientists do almost every aspect of their job. We will cover the simple idea of "tidy data" and how this idea serves to organize data for analysis and modeling. We will also cover how non-tidy can be transformed to tidy data, the data science project life cycle, and the ecosystem of Tidyverse R packages that can be used to execute a data science project. I

What You'll Learn

  • Distinguish between tidy and non-tidy data
  • Describe how non-tidy data can be transformed into tidy data
  • Describe the Tidyverse ecosystem of packages
  • Organize and initialize a data science project

Instructors

S

Shannon Ellis, PhD

UC San Diego

S

Stephanie Hicks, PhD

Johns Hopkins Bloomberg School of Public Health

R

Roger D. Peng, PhD

University of Texas, Austin

C

Carrie Wright, PhD

Biostatistics

Topics

Data Science
R Programming
Data Transformation
Data Analysis
Data Import/Export
R (Software)
Tidyverse (R Package)
Data Wrangling
Exploratory Data Analysis
Data Visualization

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

علوم البيانات
برمجة R
تحويل البيانات
تحليل البيانات
استيراد وتصدير البيانات
برنامج R
حزمة Tidyverse
تنظيف البيانات
Exploratory Data Analysis
Data Visualization

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