AI vs. Machine Learning vs. Deep Learning: A Simple Guide
AI BASICS TO ADVANCED · LESSON 02 Three terms. One connected family. AI, machine learning, and deep learning—through Raju’s tea shop. Can a system be AI without learning from data? Is deep learning different from machine learning—or part of it? Today, we return to Raju’s tea shop to make these words easy to understand. Illustrative story: Raju and the tea shop are fictional. The picture is AI-generated; its chart is decorative, not measured data. The short answer AI is the broad field. Machine learning is an approach within AI. Deep learning is a type of machine learning that uses neural networks with multiple layers. 01. Start with the family picture Think of three boxes placed inside one another. The largest box is AI. Inside it is machine learning, and inside machine learning is deep learning. These are related categories, not three competing products or three versions that replace one another. ARTIFICIAL INTELLIGENCE The broad field: reasoning, perception, learning, and more MACHI...
