Machine learning (ML) is a complex domain that sits squarely at the convergence of mathematics, computer science, and statistics. Its mastery demands profound knowledge, practical expertise, and a deep-rooted understanding of these disciplines. Despite burgeoning interest in ML, academic institutions are hard-pressed to align with the rapid pace of industry needs.