sturrion/maths-learning-path

This is my maths learning path. Best courses I've found to learn calculus, algebra, ...

Last Updated: September 4, 2024

Maths learning path

This is my maths learning path.

The basic

• Single Variable Calculus ◻️
  MIT on ocw.
• Linear Algebra ◻️
  MIT on ocw.
  Textbook: Introduction to Linear Algebra, Fifth Edition (2016)
  Textbook: Introduction to Linear Algebra, Sixth Edition (2023)

After Linear Algebra:

• Matrix Methods in Data Analysis, Signal Processing, and Machine Learning ◻️
  MIT on ocw.
  Textbook: Linear Algebra and Learning from Data (2019)

After Single Variable Calculus:

• Multivariable Calculus ◻️
  MIT on ocw.
• Introduction to Probability and Statistics ◻️
  MIT on ocw.
• Mathematics for Computer Science ◻️
  MIT on ocw.

After Multivariable Calculus:

• Differential Equations ◻️
  MIT on ocw.
• Probabilistic Systems Analysis and Applied Probability ◻️
  MIT on ocw.