Chapter 3: Data Fundamentals

10 sections Prerequisites: Python & Programming Foundations, Mathematical Foundations

Chapter Overview

Load, explore, clean, and engineer data · Feature selection · Proper splitting · Preprocessing pipelines · Data quality · The "data is 80% of ML" reality.