Mathematical Foundations for Machine Learning (Introduction Video)
To enroll and register for the course, click the link here: https://onlinecourses.nptel.ac.in/noc25_cs136/preview
Suggested videos
The Math Needed for AI/ML (Complete Roadmap)
Harry Connor AI · 6:08
NPTEL STAR EVENT 2026 | Live from IISc Bengaluru
NPTEL IISC · 3:05:57
Mathematical Foundations for Machine Learning
AI Explained in 5 Minutes · 7:24
Impact of NPTEL Courses on IISc Students
NPTEL IISC · 10:00
Mathematics for Machine Learning Tutorial (3 Complete Courses in 1 video)
My Lesson · 9:26:15
Mathematical Foundations of Machine Learning (Intro)
NPTEL - Indian Institute of Science, Bengaluru · 3:33
Foundations for Machine Learning | Linear Algebra, Probability, Calculus, Optimization [Lecture 1]
Vizuara · 27:22
Lec 16 Pedagogy in the Times of AI
NPTEL - Indian Institute of Science, Bengaluru · 56:27
Mathematics for Machine Learning [Full Course] | Essential Math for Machine Learning | Edureka
edureka! · 1:46:10
Lec 12 Introduction to Convolutional Neural Networks, Inspiration behind CNN, Key Components of CNN
NPTEL - Indian Institute of Science, Bengaluru · 58:22
Mathematical Foundations of Machine Learning (Course Intro Video)
Jon Krohn · 1:58
Lec 10 Introduction to Autoencoder
NPTEL - Indian Institute of Science, Bengaluru · 34:48