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Maths Lover
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which books do you advise with to study linear algebra ?
for beginners
for beginners
This edition is a refinement of the Seventh Edition. Certain sections have been rewritten, others added, and new exercises have been included. The aim has been to improve the clarity, flow, and selection of material ...
Linear algebra is a branch of mathematics that deals with linear equations and their representations in vector spaces. It is used in various fields of science and engineering, such as computer graphics, machine learning, and physics. Understanding linear algebra is essential for solving complex mathematical problems and developing efficient algorithms.
Some recommended books for learning linear algebra include "Linear Algebra Done Right" by Sheldon Axler, "Introduction to Linear Algebra" by Gilbert Strang, and "Linear Algebra: A Modern Introduction" by David Poole. It is best to choose a book that aligns with your learning style and has clear explanations and examples.
It is generally recommended to start with the basics of linear algebra, such as vectors, matrices, and systems of linear equations. Then, move on to more advanced topics like eigenvalues and eigenvectors, diagonalization, and linear transformations. It is also important to practice solving problems and applying the concepts learned.
You can certainly learn linear algebra on your own with the help of books, online resources, and practice problems. However, having a teacher or tutor can be beneficial in clarifying any confusion and providing personalized guidance. It is important to have a solid understanding of the basics before moving on to more complex topics.
The amount of time it takes to learn linear algebra depends on the individual's learning pace and dedication. With consistent practice and a good understanding of the basics, one can learn the fundamentals of linear algebra in a few months. However, mastering the subject and its applications may take longer.