By scipio on Skatehive
Learn AI Series (#3) - Your Data Is Just Numbers - How Machines See the World What will I learn You will learn that everything a machine learning model sees is a number; how real-world things like height, color, and "yes/no" get turned into numbers; the spreadsheet mental model -- rows are samples, columns are features; how to load and explore a small dataset in NumPy; what a "feature" actually means and why it matters; the difference between numerical and categorical data. Requirements A working modern computer running macOS, Windows or Ubuntu; An installed Python 3(.11+) distribution; The ambition to learn AI and machine learning. Difficulty Beginner Curriculum (of the Learn AI Series): Learn AI Series (#1) - What Machine Learning Actually Is Learn AI Series (#2) - Setting Up Your AI Workbench - Python and NumPy Learn AI Series (#3) - Your Data Is Just Numbers - How Machines See the World (this post) Learn AI Series (#3) - Your Data Is Just Numbers - How Machines See the World How do