Mathematical Foundations of Machine Learning
Worth knowing: Lectures are free. The certificate is optional and needs a proctored exam that costs ₹1,000.
This course introduces the mathematical foundations of machine learning, covering risk minimization, density estimation, regularization, and generalization. Students learn classical methods such as linear models, kernel machines, SVMs, decision trees, and ensemble techniques, as well as modern deep learning approaches…
Available in: English
Last indexed by LearnPact Foundation on 26 September 2026. Course details, availability and pricing are owned by IISc Bangalore and may have changed since.
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