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Lecture
Linear Algebra: Course Information
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Related lectures (24)
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Linear Algebra: Matrix Operations and Basis
Explores matrix operations, rank determination, kernel dimensions, and basis concepts in linear algebra.
Vector Spaces: Properties and Examples
Explores vector spaces, focusing on properties, examples, and subspaces within a practical exercise on polynomials.
Convex Optimization: Convex Functions
Covers the concept of convex functions and their applications in optimization problems.
Linear Models: Least Squares
Explores linear models, least squares, Gaussian vectors, and model selection methods.
Matrix Operations: Linear Systems and Solutions
Explores matrix operations, linear systems, solutions, and the span of vectors in linear algebra.
Linear Algebra: Matrices and Vector Spaces
Covers matrix kernels, images, linear applications, independence, and bases in vector spaces.
Linear Independence and Bases
Covers linear independence, bases, and coordinate systems with examples and theorems.
Linear Algebra: Bases and Linear Dependence
Covers bases, linear dependencies, injective and surjective transformations, and matrix representation in linear algebra.
Linear Algebra Fundamentals
Explores linear algebra fundamentals, including key definitions, theorems, and practical applications in mathematics and technology.
Linear Algebra: Organization and Exercises
Covers the organization of linear algebra course and exercises for civil engineering and environmental sciences students.