This course is a part of SHARCNET's ongoing "Introduction to Advanced Research Computing" series of online courses for 2021-2022. Compute Canada account is required to enroll.To register for any of the courses:

• Follow this link: https://training.sharcnet.ca

• Click the Log in link at the top right-hand side

• Log in with your Compute Canada login and password

• Click Site Home in the left-hand side menu

• Click 2021-2022 Introduction to Advanced Research Computing (ARC)

• Browse the list of (currently available) courses and enroll in the ones you are interested in

• To enroll in a course click on the course name and then click on that course’s enroll button

Course Syllabus:

This introductory course will focus on introducing Machine Learning (ML) in order to run ML code on Compute Canada's clusters. There will be some hands-on exercises and some discussion on how to submit ML jobs to the Graham compute cluster, ML frameworks such a PyTorch, Tensorflow, and Scikit-Learn, and a brief introduction to a ML linear regression model.