Program Overview

Introduction to the University Program

The Southwest University of Finance and Economics Statistics Research Center is offering a short-term course on "Machine Learning Theory".

Course Details

Course Name and Professors

• Course Name: Machine Learning Theory
• Professors:
  • Yang Yuhong, Professor
  • Jiao Yulei, Associate Professor
  • Lin Qian, Associate Professor
  • Yang Pengkun, Assistant Professor

Target Audience

• The course is designed for senior undergraduate students, graduate students, and teachers with a basic understanding of statistics.

Course Schedule

• The course will take place from July 14, 2023, to July 28, 2023.
• A detailed schedule can be found in Attachment 1.

Enrollment

• Enrollment is open, and interested participants are required to fill out the registration form by June 30, 2023.
• Students from the university who complete the course and pass the assessment can receive 2 credits for elective courses.

Class Communication

• A QQ group will be used for class communication, including homework and course information.
• The group number is available upon request, and participants are required to provide their school, major, name, and degree level when joining the group.

Additional Information

• For further inquiries, please contact the relevant personnel.
• Attachments include the course schedule, teacher introductions, and course introductions.

Course Objectives and Outcomes

The course aims to provide students with a comprehensive understanding of machine learning theory and its applications. Upon completion of the course, students can expect to have a solid foundation in machine learning and be able to apply their knowledge in various fields.