This course offers an accessible introduction to the optimization foundations (both theoretical and programmatic) essential for artificial intelligence (AI) training and machine learning (ML). The course bridges elementary concepts in computer science with practical training techniques essential for developing modern AI systems. Through these tools, students will build a solid foundation for deeper exploration of AI and ML, gaining critical insights into contemporary AI development.

For a student to pass the course, at least 30% of the maximum mark for the examination must be obtained.