Linear Algebra Foundations
Created:
2019-02-14
Updated:
2019-02-14
A concise summary of the core concepts in linear algebra.
In the attached document I cover fundamental topics such as vectors, matrices, systems of linear equations, and transformations.
Understanding these concepts is essential for tackling a wide range of mathematical and real-world problems.
Content Summary
- Vectors
- Arithmetic
- Magnitude
- Parallel and orthogonal vectors
- Vector projection
- Basis vectors
- Linear dependence and independence
- Matrices
- Arithmetic
- Elementary operations
- Elementary Matrix
- Determinant
- Laplace Formula
- Decomposition methods
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