A 4.1.2 Machine Learning hardware
Having covered the types of machine learning model, the next question is what it takes to run them. The answer depends almost entirely on the task. A simple decision tree trained on a few thousand rows runs comfortably on a student's laptop, while a large language model of the kind behind Gemini needs thousands of specialised processors working together for weeks. This page works through that spectrum, from a single...