Extra Fundamentals of R

Enhance your R skills with Extra Fundamentals of R, a natural extension of the popular Essential Fundamentals of R course. This comprehensive extension delves into advanced topics and practical applications using numerous R scripts.

Key areas covered:

• Advanced Graphics: Master Base R graphics, ggplot2, and lattice (trellis) graphics. Understand the strengths of each system and when to apply them for impactful data visualization.
• R Programming & Simulation: Explore the power of programming and simulation in R. Learn to model real-world scenarios with practical examples, including:
  • Simulating coin-tossing games.
  • Modeling the return of Top-Hats to their owners.
  • Analyzing profit potential from collecting baseball cards and state quarters.
  • Testing statistical significance of "streaky" behavior (e.g., baseball hitting streaks).
  • Estimating taxi cab numbers in a new city.
  • Estimating arrival times for "Sleepless in Seattle"-style meetups.
• Character & String Processing: Unlock the capabilities of character and string processing in R. Learn to effectively manipulate and analyze text data using powerful regular expression functions.

What you'll get:

• All materials, scripts, slides, and documentation included.
• Suitable for both R novices and intermediate R users.
• Focuses on practical application across three key domains, valuable for any R user.
• Hands-on learning with extended examples of R functions, applications, and packages.
• Utilizes RStudio, a leading open-source IDE, alongside command-line scripts.

This course is ideal for those seeking to expand their R knowledge and apply it to a wide range of data analysis and simulation tasks. Whether you're a student building a foundation or a professional looking to enhance your skillset, Extra Fundamentals of R provides valuable insights and practical skills.