is called artificial intelligence changes depending on the era and context, so it is necessary to consciously clarify what is referenced when using the term. Machine Learning Generative AI is implemented using machine learning techniques. So, what exactly is machine learning? It can be defined as a set of techniques that train a statistical algorithm (or model) based on data, acquire the ability to process data it has never been trained on (generalization), and thus enable tasks to be performed without explicit instructions. Rules Programming Results Data Data Machine Learning Rules Results Figure 1. Difference Between Traditional Programming and Machine Learning Machine learning is a technology where computers “learn” patterns from data to make predictions or decisions. For instance, a music recommendation service identifying a user’s taste or a spam mail filter distinguishing legitimate emails are results of machine learning. It can also be described as data-driven automation 12 13