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Vector and matrix operations
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Related lectures (23)
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Vector Spaces: Properties and Operations
Covers the properties and operations of vector spaces, including addition and scalar multiplication.
Linear Combinations: Vectors and Matrices
Explores linear combinations of vectors and matrices in Rn, demonstrating geometric interpretations and matrix operations.
Advanced Physics I: Definitions and Motion
Covers advanced physics topics such as definitions, rectilinear motion, vectors, and motion in three dimensions.
Singular Value Decomposition: Applications and Interpretation
Explains the construction of U, verification of results, and interpretation of SVD in matrix decomposition.
Vector Spaces: Properties and Examples
Covers the definition and properties of vector spaces, along with examples like Euclidean spaces and matrix spaces.
Vectors: Coordinate Calculations
Covers calculations in coordinates for vectors, including bases, scalar product, and determinants, with geometric interpretations and examples.
Vector Components and Operations
Covers vector components, projections, conventions, operations, and mathematical identities.
Vector Spaces: Definitions and Applications
Introduces vector spaces, subspaces, linear maps, and evaluation maps, with examples and exercises for better comprehension.
Matrix Operations: Linear Systems and Solutions
Explores matrix operations, linear systems, solutions, and the span of vectors in linear algebra.
Linear Applications: Matrices and Transformations
Covers linear applications, matrices, transformations, and the principle of superposition.