Application of Machine Learning in Data Mining under the Background of Big Data

With the progress of society and the development of science and technology, data has become an indispensable part of human life. Nowadays, people are increasingly inseparable from electronic devices such as mobile phones and computers in their daily lives. With the increase of data, how to mine valuable data is a problem that every enterprise and organization must face. Machine learning is an important technology of data mining, which can process a large number of data and automatically discover the hidden rules and knowledge. In this context, people gradually began to try to apply machine learning technology to data analysis, which made it possible to mine valuable data and brought great benefits to enterprises and organizations. In enterprises, machine learning can be used not only for the classification and prediction of goods in the commercial field, but also for the prediction of markets and customers, helping enterprises to make scientific decisions. Machine learning is an intelligent technology, which uses algorithms and models to learn and analyze data, so as to discover the laws of things and improve work efficiency. The application of machine learning technology in data mining can help enterprises acquire more valuable information and knowledge. For enterprises, the application of machine learning technology to data analysis can not only bring huge benefits to enterprises, but also help enterprises save resources such as manpower and material resources.