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Introduction to Python

1. Introduction
2. Variables & Types
3. Input, priting, and formatting
4. Lists, tuples, and dictionaries
5. Arrays in numpy
6. Mathematical Functions
7. Functions
8. Conditional Statements
9. Loops
10. Plotting
11. Exercises

Numerical Methods

12. Array operations in numpy
13. Basic matrix algebra in numpy
14. Eigen decomposition
15. Matrix decomposition
16. Direct methods for solving linear systems
17. Iterative methods for solving linear systems
18. Solution of non-linear equations and systems
19. Interpolation and Function Approximation

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By Saleh Rezaeiravesh

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