##Categories:
- Demystifying the math and implementation of Convolutions: Part I. https://praisethemoon.org/demystifying-the-math-and-implementation-of-convolutions-part-i/
- Mathematics for Data Science https://towardsdatascience.com/mathematics-for-data-science-e53939ee8306?gi=9af3c9aa4682
- Understanding the Mathematics behind Gradient Descent Medium https://link.medium.com/BBI6A2XpM2
- Mathematics for machine learning https://mml-book.github.io/book/mml-book.pdf
- Probability CheatsheetProbability Cheatsheet
- Statistics CheatsheetStatistics Cheatsheet
- A beginners guide to the mathematics of neural network.book
- Introduction to Applied Linear Algebra https://web.stanford.edu/~boyd/vmls/vmls.pdf
- Mathematics for Machine Learning Specialization https://www.coursera.org/specializations/mathematics-machine-learning
- The Matrix Calculus You Need For Deep Learning https://explained.ai/matrix-calculus/index.html
- Animation engine for explanatory math videos https://github.com/3b1b/manim
- 3Blue1Brown Series-
- Essence of Linear Algebra 15Episodes https://www.youtube.com/watch?v=fNk_zzaMoSs&list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab
- Essence of calculus 12Episodes https://www.youtube.com/watch?v=WUvTyaaNkzM&list=PLZHQObOWTQDMsr9K-rj53DwVRMYO3t5Yr
- Essence of Differential Equation 5Episodes https://www.youtube.com/watch?v=p_di4Zn4wz4&list=PLZHQObOWTQDNPOjrT6KVlfJuKtYTftqH6
- Why the gradient is the direction of steepest ascent https://www.khanacademy.org/math/multivariable-calculus/multivariable-derivatives/gradient-and-directional-derivatives/v/why-the-gradient-is-the-direction-of-steepest-ascent
- Multivariable calculus Playlist https://www.youtube.com/playlist?list=PLSQl0a2vh4HC5feHa6Rc5c0wbRTx56nF7
- StatQuest with Josh Starmer Channel https://www.youtube.com/user/joshstarmer
- Statistics Course for Data Science | Statistics Course for Data Analytics | MarinStatsLectures Playlist https://www.youtube.com/playlist?list=PLqzoL9-eJTNBZDG8jaNuhap1C9q6VHyVa
- Bayes theorem, and making probability intuitive https://www.youtube.com/watch?v=HZGCoVF3YvM