Yes, to make the most of this course, participants should have a good grasp of programming languages like Python or R, along with a basic understanding of probability theory, statistics, and foundational machine learning concepts. If you’re already familiar with data analysis, data cleaning, and basic machine learning, you’ll be well-prepared for the course.