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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
Index
