4 ms·
>You will need familiarity with basic calculus (differentiation, chain rule), linear algebra, and basic probability. So if I'm at the point that math skills, r
by firefax 2y ago
>You will need familiarity with basic calculus (differentiation, chain rule), linear algebra, and basic probability.
So if I'm at the point that math skills, rather than programming skills are my barrier to interesting courses like this one, does anyone know of any good resources? I don't seem able to teach myself calc from a book like I did Python.
- somethingsome 2y agoI know many of them Probability https://youtube.com/playlist?list=PLoROMvodv4rOpr_A7B9SriE_iZmkanvUg https://youtube.com/playlist?list=PLoROMvodv4rOpr_A7B9SriE_i... Basic algebra and calculus https://tutorial.math.lamar.edu/ https://tutorial.math.lamar.edu/ Real analysis https://youtube.com/playlist?list=PL0E754696F72137EC https://youtube.com/playlist?list=PL0E754696F72137EC All those are really basics and start from (almost) nothing
- noisy_boy 2y agoDo you have any links for someone who did maths and stats in uni and basically forgot most of it (except very basic algebra)? I would like to wake up my near-dead math brain cells.
- somethingsome 2y agoAt which level? And pure mathematics or engineering or other?
- noisy_boy 2y agoFrom the point of view of understanding the underlying theory and maths of machine learning.
- somethingsome 2y agoThose 3 courses are then pure gems :) After that, I can't recommend enough Bishop, machine learning, and the Bishop on deep learning (books)