Limited time · 90% off Premium Membership - claim $199 deal →
Mammoth Club All levels 13 sections 33 lectures

Data Analysis with R – From dplyr Exploration to ggplot2 Visualization with 10 Exams

Developed by people, enhanced with AI and overseen by humans to guarantee quality. R was built with data in mindβ€”and this course helps you unlock its full potential.

01
Skill level
All levels
02
Sections
13
03
Lectures
33
04
Instructor
Team Mammoth
What's inside

This course includes.

13
Sections
22
Quizzes
Certificate of completion
Included
Mobile and desktop access
Included
AI learning assistance
Included
Unlock all courses with our Subscription Bundle! Get unlimited access to entire course library, books and assets. Learn more and subscribe today!
Course content

Curriculum & lectures.

13 sections · 33 lectures
+ Welcome 1 lecture Preview
What You'll Learn Locked
+ Introduction to R for Data Analysis 1 lecture
Introduction to R for Data Analysis Locked
+ Data Manipulation with dplyr 3 lectures
Filtering and Selecting Data Locked
Summarizing and Grouping Locked
Chaining Operations with Pipes Locked
+ Advanced Data Wrangling with dplyr 3 lectures
Joining Datasets Locked
Reshaping Data with pivot_longer and pivot_wider Locked
Handling Missing Values Locked
+ Data Cleaning and Preparation 3 lectures
String Manipulation with stringr Locked
Date and Time Handling with lubridate Locked
Data Type Conversion and Recoding Variables Locked
+ Exploratory Data Analysis (EDA) 3 lectures
Descriptive Statistics Locked
Detecting Outliers Locked
Correlation and Covariance Analysis Locked
+ Introduction to ggplot2 3 lectures
Grammar of Graphics Basics Locked
Bar Charts and Line Charts Locked
Scatter Plots and Histograms Locked
+ Advanced Visualization with ggplot2 3 lectures
Faceting and Grouped Visualizations Locked
Customizing Themes and Scales Locked
Adding Annotations and Labels Locked
+ Reporting and Reproducibility 3 lectures
Using RMarkdown for Reports Locked
Exporting Visualizations Locked
Best Practices for Reproducible Analysis Locked
+ High-Performance Data Manipulation 3 lectures
Advanced dplyr Techniques and Window Functions Locked
High-Performance Data Wrangling with data.table Locked
Parallel Data Manipulation at Scale Locked
+ Advanced Data Cleaning and Transformation 3 lectures
Complex String Processing with stringr and regex Locked
Handling Large-Scale Date/Time Data with lubridate Locked
Automated Feature Engineering Pipelines Locked
+ Advanced Exploratory Data Analysis (EDA) 3 lectures
Multivariate Visualization and Dimensionality Reduction Locked
Correlation Networks and Heatmaps Locked
Detecting Multicollinearity and Complex Outliers Locked
+ Challenge Your 10 FREE Practice Exams 1 lecture
Where to Find Your Exams Locked
Description

About this course.

From wrangling messy datasets to building polished visuals, you’ll gain a practical understanding of the R ecosystem for analysis and presentation.


βœ… Use dplyr to clean, filter, and transform datasets

βœ… Master ggplot2 for clear and compelling visualization

βœ… Apply R techniques to real-world analysis problems

βœ… Reinforce your knowledge with 10 applied exams


Whether your focus is academic, professional, or research-driven, R gives you the tools to analyze and communicate effectively.


🎁 Gain the confidence to present insights that resonate with clarity.

Ready to start building?

Developed by people, enhanced with AI and overseen by humans to guarantee quality. R was built with data in mindβ€”and this course helps you unlock its full potential.

Buy lifetime access →