Some eligibility requirements a candidate must fulfill to enroll in an artificial intelligence course are 50% marks in 10+2 higher education, proficiency in programming languages like Python, and familiarity with mathematical & statistical concepts. These requirements vary based on factors like the institute, type of course, and more.