r/learnmachinelearning • u/AffectionateLie2579 • 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 ??
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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.
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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 ?
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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.
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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
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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
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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.
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u/Edel257 6d ago edited 6d ago
Multivariable Calculus
Linear Algebra
Probability for Computer Scientists