Introduction This article outlines the “AI For Beginners” curriculum: a 12-week, 24-lesson, beginner-friendly program that blends foundational concepts and hands-on labs. You will explore different approaches to Artificial Intelligence — from the symbolic “GOFAI” style to modern Deep Learning —

This practical course builds the statistical foundation you need for confident, data-driven decisions. You will learn descriptive statistics (mean, median, standard deviation), probability and Bayes’ Theorem, key probability distributions (Binomial, Poisson, Normal), the Central Limit Theorem, and hypothesis testing (one-sample