Cover image by Isaac Smith on Unsplash
Hello everyone!
This post is just to share with you some incredible playlists I have found on YouTube with priceless content about Statistics, Probability, Linear Algebra, Calculus, Machine Learning, and so on. These videos are helping me a lot to remember and to improve the mathematical concepts behind the Data Science universe.
Statistics Fundamentals - StatQuest with Josh Starmer
Introduction to Probability - Brandon Foltz
Linear Regression and Linear Models - StatQuest with Josh Starmer
Simple Linear Regression - Brandon Foltz
Logistic Regression - StatQuest with Josh Starmer
Machine Learning - StatQuest with Josh Starmer
Essence of Linear Algebra - 3Blue1Brown
Essence of Calculus - 3Blue1Brown
Diferencial Equations - 3Blue1Brown
Neural Networks - 3Blue1Brown
STATS 101 - All playlists of Brandon Foltz
Video Index - Video Index of StatQuest with Josh Starmer
Top comments (6)
Thanks for sharing I don't think the average programmer really looks into maths that much after leaving school this is quite useful.
Anytime! And yes, I think you're right. I even didn't look into maths for a long time...
What are the basic math skills required to learn Machine learning / AI ?
I would say that is basic algebra (linear equations), linear algebra (vectors and matrices), statistics (mean, median, standard deviation, ability to read charts like histograms), probability, and concepts of derivative...
Thank you for sharing, didn't know about
3Blue1Brown chanel awesome content
Anytime!
Yep, his videos are impressive!