STEM degrees and dedicated AI majors provide the foundational math and coding skills required for machine learning roles. Forbes outlines how to balance specialized AI coursework with traditional computer science degrees. This academic guidance helps students navigate a crowded education market. Practitioners should prioritize rigorous linear algebra and calculus over superficial tool-based certifications.