Skip to main content
IK
IIT Kanpur
via NPTEL

Applied Linear Algebra for Signal Processing, Data Analytics and Machine Learning

Govt-backed Artificial Intelligence Free to learn Video course

Worth knowing: Lectures are free. The certificate is optional and needs a proctored exam that costs ₹1,000.

This course aims to introduce students to all the basic and advanced concepts in Linear Algebra with a strong focus on applications. Linear Algebra is one of the fundamental tools that has applications in diverse fields such as Machine Learning, Data Analytics, Signal Processing, Wireless Communication, Operations…

Available in: English

Open the free course on NPTEL

Last indexed by LearnPact on 14 October 2026. Course details, availability and pricing are owned by IIT Kanpur and may have changed since.

Know someone who needs this? Share it.

Email me this course, plus new free picks monthly

We'll send this course's link, then a monthly roundup of new free courses. No spam, and you can unsubscribe anytime.

Who is this for?
Choose what we may do (all optional, all off until you tick them)

We email your shortlist now whatever you tick, because you asked for it. We use your details to run your LearnPact profile as set out in our privacy policy, we never sell them, and you can change or delete everything any time at learnpact.com/me. Privacy policy