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Mammoth Club All levels 7 sections 33 lectures

R Data Science Certification – From Data Wrangling to Machine Learning with 10 Exams

Developed by our team with human creativity, strengthened with AI, polished by human editors and equipped with instant chat and interactive quizzes. R remains a cornerstone of statistical computing and data analysis.

01
Skill level
All levels
02
Sections
7
03
Lectures
33
04
Instructor
Team Mammoth
What's inside

This course includes.

7
Sections
15
Quizzes
Certificate of completion
Included
Mobile and desktop access
Included
AI learning assistance
Included
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Course content

Curriculum & lectures.

7 sections · 33 lectures
+ 01 Advanced Data Wrangling & Exploration 5 lectures Preview
01 Working with Complex Data Sources Locked
02 Advanced tidyverse Techniques Locked
03 Date-Time Data Mastery Locked
04 Handling Big Data in R Locked
05 Feature Engineering Fundamentals Locked
+ 02 Statistical Analysis & Hypothesis Testing 5 lectures
01 Descriptive Statistics Deep Dive Locked
02 Probability Distributions in R Locked
03 Hypothesis Testing Framework Locked
04 Linear Regression Deep Dive Locked
05 Advanced Regression Techniques Locked
+ 03 Machine Learning Foundations 5 lectures
01 Machine Learning Workflow in R Locked
02 Classification Algorithms Locked
03 Regression Algorithms for ML Locked
04 Unsupervised Learning Techniques Locked
05 Model Evaluation & Selection Locked
+ 04 Advanced Machine Learning & Deep Learning 5 lectures
01 Ensemble Methods Mastery Locked
02 Introduction to Deep Learning in R Locked
03 Natural Language Processing in R Locked
04 Time Series Forecasting Locked
05 Anomaly Detection Methods Locked
+ 05 Advanced Visualization & Communication 4 lectures
01 Interactive Visualizations Locked
02 Advanced ggplot2 Techniques Locked
03 Geospatial Data Visualization Locked
04 Model Interpretation & Explainability Locked
+ 06 MLOps & Production Deployment 5 lectures
01 Reproducible Research Workflows Locked
02 Model Versioning & Management Locked
03 API Development with R Locked
04 Performance Optimization Locked
05 Cloud Deployment Strategies Locked
+ 07 Industry-Specific Applications 4 lectures
01 Financial Analytics with R Locked
02 Healthcare Data Analysis Locked
03 Marketing Analytics & Customer Intelligence Locked
04 Supply Chain & Operations Analytics Locked
Description

About this course.

This certification course helps you master its ecosystem, from wrangling datasets to applying machine learning, all supported with structured assessments that reinforce learning.


✅ Transform and prepare data using tidyverse packages

✅ Visualize insights with the power of ggplot2

✅ Apply machine learning models to real datasets

✅ Solidify your mastery with 10 certification exams


Designed to balance practical application with assessment, this path helps you learn systematically while building recognition for your skills.


🎁 Gain both confidence and credibility as an R data practitioner.

Ready to start building?

Developed by our team with human creativity, strengthened with AI, polished by human editors and equipped with instant chat and interactive quizzes. R remains a cornerstone of statistical computing and data analysis.

Buy lifetime access →