In the field of artificial intelligence, its applications have penetrated into daily life, such as smart home appliances, navigation, and medical treatment. This article introduces the design and implementation of an intelligent machine learning system based on artificial intelligence computing. This system utilizes artificial intelligence algorithms to analyze and process a large amount of data, thereby achieving automated learning and prediction of data. At the same time, the system also has good scalability and maintainability, which can adapt to the needs of different fields and application scenarios. The experimental results show that among the four algorithms, their accuracy has reached over 80%, and the time taken is within 3 seconds. The design and implementation of this system provides an effective solution for intelligent data analysis and decision-making.