# How to learn Math from scratch
You need absolutely crystal clear concepts in Linear Algebra, Multivariable Calculus, and in some areas of ML and statistics.
Learn in this order:
- Maths (precalculus and calculus)
- Khan Academy
- Eddie Woo on YouTube
- Maths (calculus)
- MIT videos
- Maths (Basic Linear Algebra)
- 3blue1browns "Essence of linear algebra" on Youtube
- Math the beautiful on YouTube
- Daniel Velleman's book "How to Prove It"
- www.lem.ma
- Gilbert Strang's MIT videos
- Statistics
- Professor Leonard on YouTube
- Prof Tsitsikilis (MIT) on YouTube
- Bruner (and specifically under Spiral Curriculum)
- Machine Learning for Absolute Beginners
- So You Want to Study Mathematics by Susan Rigetti (née Fowler)
Khan Academy app
## References
- https://news.ycombinator.com/item?id=31539549