Mathematics for Machine Learning
Worth knowing: Lectures are free. The certificate is optional and needs a proctored exam that costs ₹1,000.
This course will discuss the rich mathematical theory needed for developing efficient, accurate and robust machine learning algorithms. This course will focus on selected advanced topics from linear algebra, calculus, optimization, probability theory and statistics with strong linkage with machine learning.
Available in: English
Last indexed by LearnPact Foundation on 26 September 2026. Course details, availability and pricing are owned by IIT Kharagpur and may have changed since.
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