Applied Linear Algebra (NPTEL, IIT Bombay)
The Jan 2024 NPTEL run, lecture by lecture.
- Graduation
- Intermediate
- English
- 12 videos · 5.5 h
- Updated Apr 2024
Videos by NPTEL IIT Bombay · 58.9K views on this playlist
About this course
IIT Bombay's NPTEL course Applied Linear Algebra (January 2024 run), recorded week by week. It is for engineering and science undergraduates who need linear algebra for data, signals and machine learning.
What you'll be able to do
- 1Follow a university-level linear algebra course
- 2Prepare for the NPTEL exam
- 3Build the maths needed for machine learning
Videos
Start with video 1 →MODULE 1Videos 1–66 lessons · 142 min
MODULE 2Videos 7–126 lessons · 175 min
- Week 1: Lecture 02 C29 min
- Week 1: Lecture 03 A28 min
- Week 02: Lecture 03 B23 min
- Week 02: Lecture 03 C35 min
- Week 02: Lecture 04 A31 min
- Week 02: Lecture 04 B29 min
Printable cheat sheet: outcomes and the video checklist
These are the first 12 of 85 videos. Continue the full playlist on YouTube
- Before you start
- Class 12 mathematics
- Accessibility
- YouTube captions where the creator provides them · Keyboard-accessible player · Notes and bookmarks
Where these videos come from
Every lesson plays the original video from NPTEL IIT Bombay with YouTube's own player, so views and credit stay with the creator. We picked this playlist because it's complete, in order, and recently updated. SkillSpring adds progress tracking, notes, bookmarks and focus mode around it.
Playlist: “Jan 2024 - Applied Linear Algebra” · 85 videos · last updated Apr 2024. Open on YouTube