NOC:Essential Mathematics for Machine Learning

NOC:Essential Mathematics for Machine Learning — a free online course offered by IIT Roorkee through the NPTEL platform. Taught by Prof. S.K. Gupta, Prof. Sanjeev Kumar. This is an intermediate-level course designed for undergraduate and postgraduate students. Estimated duration: 30 hours (~4 days). Category: AI & Machine Learning. Certification available through SWAYAM with a nominal exam fee. All video lectures, assignments, and course materials are freely accessible.