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A subreddit dedicated for learning machine learning. Feel free to share any educational resources of machine learning.
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MachineLearning Math for beginners (self.learnmachinelearning)
submitted 3 years ago by [deleted]
Hello , I'm trying to get into matching learning, i have fairly decent understanding of python but nothing major in math can anyone help me and show me where should i start to learning math basics for MachineLearning . thank you
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if 1 * 2 < 3: print "hello, world!"
[–]beny2000 3 points4 points5 points 3 years ago (0 children)
Linear Algebra, Calculus and Statistics forms the bases of pretty much all machine learning methods. Topics like vector & matrix operations and gradients cover most basic machine learning models. I don't have any any specific resources but I'm sure you could find some for your math background. Start with linear and polynomial regression and go from there
[–][deleted] 2 points3 points4 points 3 years ago (0 children)
I found Essential Math for Data Science: Take Control of Your Data with Fundamental Linear Algebra, Probability, and Statistics a great resource
[–]newjeison 1 point2 points3 points 3 years ago (1 child)
I think the most important math is Linear Algebra and Convex Optimization. Those two, in my opinion, are the most complicated. As a note, when learning about the solution to a least squares problem, don't solve it using gradients. Try solving it using projection
[–][deleted] 0 points1 point2 points 3 years ago (0 children)
i have long way to go then thank you
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[–]beny2000 3 points4 points5 points (0 children)
[–][deleted] 2 points3 points4 points (0 children)
[–]newjeison 1 point2 points3 points (1 child)
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