AI may look complex, but behind every model are a handful of powerful algorithms. Master these essentials, and you’ll understand how modern AI actually thinks, learns, and makes decisions. This visual cheat sheet breaks down 30 of the most important AI and ML algorithms, from classic regression models to deep learning and reinforcement learning. Here is what each group represents: 1–7: Core Machine Learning Algorithms Linear models, decision trees, random forests, SVMs, and k-NN - the...
