Linear Algebra: Theory, Intuition, Code by Mike X Cohen
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About this book :-
Are you ready to dive into the vibrant world of linear algebra and learn how it powers real-world applications? Welcome to this comprehensive textbook, where traditional theory meets modern computational practices. Linear algebra is perhaps the most important branch of mathematics for computational sciences, including machine learning, AI, data science, statistics, simulations, computer graphics, multivariate analyses, matrix decompositions, signal processing, and so on.
Book Detail :-
This book has following details information.
Title:
Linear Algebra: Theory, Intuition, Code by Mike X Cohen
Publisher:
Sincxpress BV
Year:
2021
Pages:
587
Type:
PDF
Language:
English
ISBN-10 #:
9083136604
ISBN-13 #:
978-9083136608
License:
N\A
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About Author :-
The author NA
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Book Contents :-
This book has following table of contents.
1. Introduction
2. Vectors
3. Vector multiplication
4. Vector spaces
5. Matrices
6. Matrix multiplication
7. Rank
8. Matrix spaces
9. Complex numbers
10. Systems of equations
11. Determinant
12. Matrix inverse
13. Projections
14. Least-squares
15. Eigendecomposition
16. The SVD
17. Quadratic form
18. Covariance matrices
19. PCA
20. The end
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