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Cheat sheet

Applied Linear Algebra (NPTEL, IIT Bombay)

The Jan 2024 NPTEL run, lecture by lecture.

Graduation · Intermediate · English · 12 videos · 5 h 17 min · videos by NPTEL IIT Bombay

By the end you should be able to

  1. Follow a university-level linear algebra course
  2. Prepare for the NPTEL exam
  3. Build the maths needed for machine learning

Watch in this order

  1. 1.Course Introduction - Applied Linear Algebra6 min
  2. 2.Week 1: Lecture 01 A33 min
  3. 3.Week 1: Lecture 01 B26 min
  4. 4.Week 1: Lecture 01 C19 min
  5. 5.Week 1: Lecture 02 A31 min
  6. 6.Week 2: Lecture 02 B27 min
  7. 7.Week 1: Lecture 02 C29 min
  8. 8.Week 1: Lecture 03 A28 min
  9. 9.Week 02: Lecture 03 B23 min
  10. 10.Week 02: Lecture 03 C35 min
  11. 11.Week 02: Lecture 04 A31 min
  12. 12.Week 02: Lecture 04 B29 min
  13. Then continue with the remaining 73 videos of the playlist on YouTube.

Before you start: Class 12 mathematics

skillspring · Videos belong to NPTEL IIT Bombay and play from YouTube. Printed for personal study.