Extra Fundamentals of R

🧐 Dive Deeper into R with "Extra Fundamentals of R"!

Course Headline: 🚀 Understanding R Graphics, Real-World Simulations & Text Processing

About the Course:

"Extra Fundamentals of R" is more than just an advanced version of the basics—it's a comprehensive guide to expanding your R skill set. This course builds upon the foundational knowledge from Essential Fundamentals of R and delves into topics that will elevate your proficiency in R.

• R Graphics Mastery: Explore the intricacies of Base, GGPlot, and Lattice (Trellis) graphics to create compelling visualizations with R.

• Programming & Simulation: Learn how to implement programming and simulation scenarios that are practical and grounded in real-world applications.

• Character & String Processing: Gain the ability to work with non-numeric text data, a powerful skill for handling diverse datasets.

Course Highlights:

Base, GGPlot, and Lattice Graphics:

• Diverse Applications: Understand when and why to use Base, GGPlot, or Lattice graphics for your data visualization needs.
• Unique Features: Discover the distinct advantages of each graphics system, tailored for different types of data and analysis.

Real-World Simulations:

• Engaging Examples: Engage with simulations that mirror real-life scenarios, such as:
  • Coin-tossing games
  • Returning lost items to owners
  • Collecting valuable items for profit
  • Analyzing streaky behavior in sports
  • Estimating the number of taxis or calculating arrival times using data from movies like "Sleepless in Seattle"

Text & String Processing:

• Text Data Handling: Learn to manipulate and analyze text and character data effectively.
• Regular Expressions: Utilize R's powerful regular expression functions to perform complex search-and-replace tasks.

What You Will Achieve:

• A solid understanding of advanced R concepts through real-life examples.
• The skills to create, analyze, and interpret a variety of graphs using R's leading graphics systems.
• Knowledge of programming and simulation in R, with practical applications for your work or projects.
• Proficiency in processing non-numeric data, which will enable you to handle a broader range of datasets.

Course Structure:

• Comprehensive Lessons: Each module is packed with hands-on examples and practical applications.
• RStudio & Command Line: Utilize RStudio IDE and command-line scripts to apply your learning in real scenarios.
• Complete Resources: Access all materials, including scripts, slides, and documentation used throughout the course.

Who is this for?

• R Novices: If you're new to R or looking to solidify your foundational knowledge with advanced techniques.
• Intermediate R Users: For those who have a grasp of the basics and want to explore more complex functionalities in R.
• Professionals & Enthusiasts: Anyone interested in expanding their skill set in data visualization, programming simulations, and text processing within R.

Join Geoffrey Hubona, Ph.D., on this journey to master the "Extra Fundamentals of R." With this course, you'll be equipped with advanced knowledge that goes beyond the basics, preparing you for a wide array of data challenges in the real world. 📊🔢💻

Enroll now and transform your approach to R! 🚀✨