Course Registration

The machine learning and dynamic optimization course includes three sections on:

  • Create a Digital Twin / Modeling
  • Estimation / Machine Learning
  • Control / Optimization

In addition, students complete two course projects:

There is a certificate for those who complete the course. Each section is 3-4 weeks for the online course and an abbreviated 1 day (8 hour) schedule for each section is in the short course. The online course has a mid-term exam for those who complete the first two sections and a final exam for those who complete all sections.

Course Preparation

A knowledge of Python or MATLAB is required for this course. There are optional short courses to prepare for this more advanced course. Preparation material includes:

Registration Form

Students can follow the course schedule independently even without a Google Classroom account but will not be able to turn in the assignments. An IRSRI account is no longer required to complete the course.