Dataset

A dataset consists of individual data points or observations organized in a format that can be processed and analyzed. It may contain structured data, such as rows and columns in a table, or unstructured data, such as text, images, audio, and video. In machine learning, datasets are often divided into training, validation, and test sets.

Datasets provide the information from which machine learning models learn patterns and relationships. The quality, size, diversity, and relevance of a dataset can significantly affect model accuracy and reliability. Well-designed datasets also help reduce bias and improve a model’s ability to generalize to new data.