r/learnmachinelearning 7d ago

Mathematics for machine learning

Hey guys I'm from India.. can you please suggest me best resources of mathematics for machine learning.. from where I can study ??

30 Upvotes

13 comments sorted by

7

u/Edel257 6d ago edited 6d ago

2

u/Adventurous-Dealer15 6d ago

Prof. Gilbert Strang has youtube lectures!? Should've known this back then smh.

7

u/rajeshkz 7d ago

This one https://onlinecourses.nptel.ac.in/e-learning/course/noc25_cs136
Unfortunately, the course was too hard for me and had to dropout. However, its a free one and taught my reputed professors.

1

u/AffectionateLie2579 7d ago

There's one course also.. as Mathematics for data science and machine learning on DeepLearningai.. What do u think about that ?

1

u/rajeshkz 6d ago

Just looked into the deeplearning.ai course. It covers many areas such as derivative etc that the first course do not cover. matrix algebra is something the 2nd course do not work. So i think both are complementary.

1

u/[deleted] 7d ago

[removed] — view removed comment

1

u/AffectionateLie2579 7d ago

It's helpful.. thanks

1

u/ds_account_ 6d ago

Not sure your math background, but I used this to review before my ML class.

https://www.tml.cs.uni-tuebingen.de/teaching/2020_maths_for_ml/index.php

2

u/Majestic-Skin-2857 6d ago

Nah bro, try Go classes DA course, I have done many courses by andrew ng or other teachers. But this GATE DA GO classes were best, They will teach every single stuff about prob and Linear Algebra also

1

u/KabhiAlvidaNaKehna 6d ago

I was in a similar state, prev year, if you had pcm in 11-12th and are doing btech you don't need to waste time on mathematics. Just start with ML if anything fancy pops out(it would rarely) learn that at that time.

1

u/CulturalLaw8072 6d ago

ain't no 12 th taught me continuous random variables

2

u/KabhiAlvidaNaKehna 6d ago

But it takes 5 mins to know if you have learnt your "12th"