CCS/RDM: 🔍 Introduction to R: Data Mining Workshop

Duration: 15 hours (5 sessions, each 3 hours)
Audience: Data analysts, business professionals, researchers, and anyone interested in data mining and predictive analytics using R.

📌 Course Overview

What’s This Course About?

Unlock the power of data mining with R! This hands-on workshop will introduce you to the fundamentals of R programming, data wrangling, visualization, and predictive modeling. You will learn how to extract insights from data, make data-driven decisions, and apply machine learning techniques in real-world scenarios.

By the end of the course, you’ll be confident in using R to clean, analyze, and visualize data efficiently! 📊🚀

🎯 Course Goals:

✅ Understand R Programming – Learn R syntax, data structures, and key functions.
✅ Master Data Manipulation – Use libraries like dplyr and tidyr to clean and organize data.
✅ Visualize Insights – Create stunning data visualizations using ggplot2.
✅ Apply Machine Learning – Use predictive modeling techniques for real-world applications.
✅ Work on a Mini-Project – Apply your skills to analyze and present data findings.

🛤️ Learning Path Visual

🔹 Session 1: Getting Started with R – Introduction to R, installation, syntax, and basic operations.
🔹 Session 2: Data Wrangling in R – Import, clean, and manipulate datasets using dplyr and tidyr.
🔹 Session 3: Data Visualization with ggplot2 – Create compelling charts, graphs, and dashboards.
🔹 Session 4: Introduction to Machine Learning in R – Explore regression, classification, and clustering techniques.
🔹 Session 5: Real-World Data Mining Project – Apply all skills learned in a hands-on data mining project.

Class reference : CCS/RDM

Form Updated on: 02/13/2025 (Version 1)

Last Modified on: 02/13/2025

Program Information
This program is updated in real-time to reflect the latest legislative and jurisprudential developments.