PYMNTS.com November 11, 2024
Behind every modern artificial intelligence (AI) system lies a crucial foundation: massive datasets that serve as the model’s training ground. These collections of information, more significant than any human could process in a lifetime, shape how AI systems recognize images, understand text and process language.
AI datasets are organized collections of examples that teach AI systems how to perform specific tasks — like identifying objects in photos, understanding human speech or answering questions. These datasets contain carefully labeled information pairs, such as images matched with their descriptions or questions paired with correct answers, which AI systems use to recognize patterns and learn how to handle similar situations.
Training Tools
Common Crawl, one of the most extensive datasets used in AI...