Mathematics Resources
Generic:
- Book of Proof: Richard Hammack
- How to Prove It: A Structured Approach, 2nd Edition: Daniel J. Velleman
- Introduction to Mathematical Philosophy: Bertrand Russell
- How to develop your intuition for math: BetterExplained
- 3Blue1Brown: Lockdown math on several topics
Linear Algebra:
- Essence of Linear Algebra: 3Blue1Brown
- No Bullshit Guide To Linear Algebra - Ivan Savov
- Practical Linear Algebra for Data Science - Mike Cohen
- Learn Linear Algebra Intuitively: BetterExplaied
- Linear Algebra Done Right 3rd ed. 2015 Edition: Sheldon Axler
- No bullshit guide to linear algebra 2nd Edition: Ivan Savov
- Coding the Matrix: Linear Algebra through Applications to Computer Science 1st Edition: Philip N. Klein
- Linear Algebra and Optimization for Machine Learning: Charu C. Aggarwal
- Algebra: PatrickJMT
- Intermediate Algebra: Professor Leonard
- Linear Algebra: PatrickJMT
- Vector and Dot Product: Freya Holmér
- Space and Cross Product: Freya Holmér
- Art of Problem Solving
- Interactive Linear Algebra
- Wild Linear Algebra
- Linear Algebra
- Introduction to Linear Algebra 5th Edition: Gilbert Strang
Trigonometry:
- Plane Trigonometry: S L Loney
- Intuitive Guide to Angles, Degrees and Radians: Better Explained
- Intuitive Trigonometry: BetterExplained
- Trigonometry: Freya Holmér
- Interpolation & Velocity: Freya Holmér
- Trigonometry course for beginners
Calculus:
- Essence of Calculus: 3Blue1Brown
- Calculus - Thomas & Finney
- Learn Calculus Intuitively: Better Explained
- Limits: Better Explained
- Calculus: An Intuitive and Physical Approach: Morris Kline
- Differential Equations with Applications and Historical Notes, 2nd Edition: George F. Simmons
- Calculus and Analytical Geometry 6th Edition: Louis Leithold
- Calculus, 4th edition: Michael Spivak
- MIT Calculus Revisited: Single Variable Calculus
- Multivariable Calculus: 3Blue1Brown
- Differential Equation: Paul's notes
- Calculus: PatrickJMT
- Pre-Calculus: Professor Leonard
- Calculus 1: Professor Leonard
- Calculus 2: Professor Leonard
- Calculus 3: Professor Leonard
- Calculus Made Easy Revised, Updated, Expanded Edition: Silvanus P. Thompson
Probability & Statistics:
- The Elements of Statistical Learning - Jerome Friedman
- Random Phenomena: Fundamentals of Probability and Statistics for Engineers 1st Edition: Babatunde A. Ogunnaike
- The Drunkard's Walk: How Randomness Rules Our Lives: Leonard Mlodinow
- MIT: Introduction to Probability
- O'REILLY - Practical Statistics For Data Scientist - Peter Bruce