Mastering AP Statistics: From Fundamentals to Advanced with Python, R & Excel

By Rishabh Kumar

Unlock the power of AP Statistics with a modern, data-driven approach

This comprehensive book takes you from the fundamentals of statistics to advanced mastery, blending theory with real-world applications. Designed for high school students preparing for AP Statistics and learners aiming to build practical data skills, this book is a complete roadmap to success.

✅ What You'll Learn:

Core AP Statistics Topics: Descriptive statistics, probability, inference, regression, sampling, and experimental design.

Programming Integration: Step-by-step demonstrations in Python, R, and Excel, making statistics hands-on and industry-relevant.

Data-Driven Thinking: Learn to analyze, interpret, and visualize data like a statistician.

Mock Papers: Sharpen your exam skills with AP-style practice papers and detailed solutions.

Advanced Exposure: Go beyond the AP syllabus into modern data science concepts, preparing you for college and competitive fields.

Why This Book?

Written by Rishabh Kumar, Educator and Alumnus of IIT Guwahati & the Indian Statistical Institute, this book blends academic rigor with practical application, ensuring students not only ace AP Statistics but also gain lifelong data literacy.

Whether you're a student preparing for the AP exam, a parent supporting your child, or a learner aiming to master statistics with programming, this book is your perfect guide.

Get ready to master statistics and data analysis with confidence

• Format: Paperback
• Language: English
• ISBN: B0FSVQJBZ2
• ISBN13: 9798267159470
• Release Date: September 2025
• Publisher: Independently Published
• Length: 216 Pages
• Weight: 0.84 lbs.
• Dimensions: 0.5" x 7.0" x 10.0"