With the acceleration of the digitization process, the application value of data assets has been paid more attention to because of the increasing requirements of intelligence in various industrial fields. In production, equipment, quality and other aspects can be optimized and intelligent upgrade according to the collected data and images. In this course, we will comprehensively introduce the application theories, methods and advantages of artificial intelligence algorithms such as big data and machine learning in practical scenarios. We will help you discover the value of data in the digital age and help the development of smart manufacturing.