maths-learning-path

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maths-learning-path

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

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Last Updated: September 4, 2024

# Maths learning path
This is my maths learning path.

## The basic
* [Single Variable Calculus](https://ocw.mit.edu/courses/mathematics/18-01sc-single-variable-calculus-fall-2010/index.htm) :white_medium_square:  
MIT on ocw.  
* [Linear Algebra](https://ocw.mit.edu/courses/mathematics/18-06sc-linear-algebra-fall-2011/index.htm) :white_medium_square:  
MIT on ocw.  
Textbook: [Introduction to Linear Algebra](https://math.mit.edu/~gs/linearalgebra/ila5/indexila5.html), Fifth Edition (2016)  
Textbook: [Introduction to Linear Algebra](https://math.mit.edu/~gs/linearalgebra/ila6/indexila6.html), Sixth Edition (2023)

## After Linear Algebra:
* [Matrix Methods in Data Analysis, Signal Processing, and Machine Learning](https://ocw.mit.edu/courses/mathematics/18-065-matrix-methods-in-data-analysis-signal-processing-and-machine-learning-spring-2018/index.htm) :white_medium_square:  
MIT on ocw.  
Textbook: [Linear Algebra and Learning from Data](http://math.mit.edu/~gs/learningfromdata/) (2019)

## After Single Variable Calculus:
* [Multivariable Calculus](https://ocw.mit.edu/courses/mathematics/18-02sc-multivariable-calculus-fall-2010/) :white_medium_square:  
MIT on ocw.  
* [Introduction to Probability and Statistics](https://ocw.mit.edu/courses/18-05-introduction-to-probability-and-statistics-spring-2022/) :white_medium_square:  
MIT on ocw.  
* [Mathematics for Computer Science](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-042j-mathematics-for-computer-science-spring-2015/index.htm) :white_medium_square:  
MIT on ocw.

## After Multivariable Calculus:
* [Differential Equations](https://ocw.mit.edu/courses/mathematics/18-03sc-differential-equations-fall-2011/index.htm) :white_medium_square:  
MIT on ocw.  
* [Probabilistic Systems Analysis and Applied Probability](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-041sc-probabilistic-systems-analysis-and-applied-probability-fall-2013/index.htm) :white_medium_square:  
MIT on ocw.

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