What is explainable AI (XAI)? What is the black box problem in ML?

Jun 25, 2024 ... While machine learning and generative AI are both subsets of artificial intelligence, their primary distinction lies in their purpose and output. AI, deep learning, and machine learning are cut from the same cloth, but they mean entirely different things. It's time to compare them and find out how deep ... The most glaring difference between AI and predictive analytics is that AI can be autonomous and learn on its own. Jun 27, 2024 ... Most likely you will have heard AI and ML mentioned in the same breath. Neither AI nor ML can function without the other, but there are a number ... Dec 5, 2023 ... ML is a branch of AI with a narrower scope. AI encompasses several technologies and strategies that fall outside of the scope machine learning. Sep 24, 2024 ... Discover the key differences between Generative AI, Traditional AI, Machine Learning, and Deep Learning, and their impact on innovation. Nov 18, 2020 ... Machine learning (ML) is a subset of Artificial Intelligence (AI). For example, the Minimax algorithm is also part of the larger field of AI, but the approach ... Mar 13, 2019 ... Artificial Intelligence is the study of how to train the computers so that computers can do things which at present human can do better, while ... Both AI and ML rely heavily on data. AI uses data to make informed decisions, while ML uses data to learn and improve. Automation. Both fields aim to automate ... Dec 11, 2024 ... What is the difference between AI Engineers and ML Engineers? ... AI Engineers typically focus on building complete artificial intelligence ...