Data science: Master machine learning without coding Data science is a field that involves using scientific methods, algorithms, and systems to extract knowledge and insights from data. While coding is a valuable skill for a data scientist to have, it is not necessary to master machine learning without it. Here are six key points to consider when learning machine learning without coding: