Welcome to Part 6 — Modern Statistics: Data, AI, and Machine Learning of this free online high school statistics textbook. This forward-looking section introduces high school students to the exciting intersection of traditional statistics with modern data science, artificial intelligence, and machine learning concepts. Through accessible explanations, real-world examples, and intuitive labs, learners explore big data handling, basic machine learning algorithms, predictive modeling, ethical considerations in AI, and how statistical principles underpin today's data-driven technologies—all tailored for pre-college preparation and AP Statistics extensions.
Perfect for students curious about data science, machine learning basics, and AI applications, Part 6 builds on foundational statistics to show real-world relevance in fields like technology, healthcare, and business, with hands-on activities and clear connections to classical methods.
Lessons in Part 6: Modern Statistics
- Lesson 14 — Big Data
- Lesson 15 — Resampling and Simulation
- Lesson 16 — Machine Learning Basics
- Lesson 17 — Regression Beyond the Line
- Lesson 18 — AI and Neural Networks (Intro)
- Lesson 19 — Ethics in Data and AI