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Data Science with R
Coursera
Specialization
Unknown

Data Science with R

Duke University

Master foundational data science skills in R including data transformation, visualization, modeling, and ethical data analysis.

UnknownEnglish

About this Course

Master the essentials of data science with the Data Science with R Specialization . Designed for beginners and professionals alike, this four-course series builds the foundational and applied skills needed to transform, visualize, model, and ethically analyze data using the R programming language. Whether you are exploring a career in data analysis, expanding your professional toolkit, or seeking to understand how analytical choices influence real-world outcomes, this Specialization equips you with the confidence and technical fluency to thrive in today’s data-driven world. Through four hands-on courses, you’ll progress from exploring and visualizing data to cleaning and transforming messy datasets, applying ethical reasoning, and modeling relationships to make predictions. You’ll master core tools of modern data science (including R , Tidyverse , RStudio , Quarto , Git , and GitHub ) while developing the practical and ethical mindset to use them responsibly. ws. By the end of the series, you’ll be able to confidently tidy and transform data, create compelling visualizations, communicate insights that drive decisions, and apply ethical principles to address algorithmic bias, data privacy, and misrepresentation in your analyses

What You'll Learn

  • Transform and analyze data using R and Tidyverse with reproducible workflows
  • Create impactful data visualizations using RStudio and Quarto
  • Apply ethical data science principles addressing bias and privacy

Prerequisites

  • Basic computer and internet skills
  • Ability to read course instructions in English and complete exercises

Instructors

D

Dr. Elijah Meyer

Assistant Teaching Professor

M

Mine Çetinkaya-Rundel

Associate Professor of the Practice

Topics

Data Analysis
Data Science
Probability and Statistics
Data-Driven Decision-Making
Data Ethics
Data Transformation
Data Visualization Software
Data Wrangling
Exploratory Data Analysis
Ggplot2

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

تحليل البيانات
علم البيانات
الاحتمالات والإحصاء
اتخاذ القرارات المستندة إلى البيانات
أخلاقيات البيانات
تحويل البيانات
برمجيات تصوّر البيانات
معالجة البيانات
Exploratory Data Analysis
Ggplot2

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