Ementorhub

What you'll learn

Transform and analyze data using R and Tidyverse, producing reproducible analyses to uncover insights from real-world datasets.

Create impactful visualizations with RStudio and Quarto, effectively communicating data-driven insights for informed decision-making.

Apply ethical principles in data science by addressing algorithmic bias, safeguarding data privacy, and promoting responsible data usage.

Skills you'll gain

Data Manipulation

Ggplot2

R Programming

Data Collection

Data Import/Export

Data Literacy

GitHub

Version Control

Data Integrity

Data Presentation

Git (Version Control System)

Data Ethics

Specialization - 3 course series

Throughout this Specialization, you’ll apply your skills to solve authentic data challenges using real-world datasets and industry-standard tools such as R, RStudio, Tidyverse, Quarto, and Git/GitHub. You’ll gain hands-on experience transforming raw data into meaningful insights, crafting compelling visualizations, and producing reproducible analyses that can be shared confidently with others. Each course emphasizes practical applications, from cleaning and preparing messy datasets to exploring ethical dilemmas in data usage, such as algorithmic bias and privacy concerns. By working through programming companions and guided exercises, you’ll develop the technical and ethical expertise to tackle real-world data problems and communicate results that inform decisions in any professional or research context.

Data Tidying and Importing with R

Data Science Ethics with R