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Please review the product preview accessible on this page for detailed info about this curriculum and book

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Data Rookies Labs: Data Mining with R – Instructor Edition

TPT Exclusive PDF Workbook | Step-by-Step Labs in R for Teaching Data Mining

Teach data mining the hands-on way—with real code and real datasets. This structured workbook offers a complete lab sequence in R, guiding learners through clustering, classification, and association techniques using beginner-friendly syntax and scaffolding.

This TPT instructor edition is provided as a low-cost, watermarked PDF for individual educator use only. It pairs with the core textbook Data Rookies: Data Mining Basics and is ideal for teachers planning coding-based analytics courses.

Labs cover how to:

• Explore, clean, and normalize real data
  
• Build clusters and decision trees
  
• Use base R and Tidy verse functions
  
• Model association rules
  
• Analyze and interpret mining results
  

Who It’s For:

• High school AP Stats, dual-credit, or intro data science classes
  
• College instructors seeking an R-based path
  
• Educators preparing students for data careers
  

Pair this with:

• Data Rookies: Data Mining Basics (textbook – also on TPT)
  
• Data Rookies Labs: Data Mining with Orange for no-code alternatives
  

Preview available. View sample labs before purchase.

Now part of the complete Data Mining Curriculum Bundle, available in our TPT store.

Licensing and Access Info:

• For individual instructor use only, not for student distribution
  
• Watermarked and not for upload to LMS or shared drives