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Lecture
Vectors: Dot Product
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Derivatives and Differential Equations
Covers trigonometric functions, derivatives, differential equations, and vector properties.
Orthogonality and Least Squares Methods
Explores orthogonality, norms, and distances in vector spaces for solving linear systems.
Scalar Product and Vectors
Introduces vector components, scalar and vector products, and their properties, including colinear and coplanar vectors, and the rule of the right hand.
Dynamics: Scalar Product and Rate of Change
Introduces scalar product, parallelism of vectors, and rate of change of a product.
Orthogonal Projections: Rectors and Norms
Covers orthogonal projections, rectors, norms, and geometric observations in vector spaces.
Orthogonality: Norm, Scalar Product, Perpendicularity
Covers norm, scalar product, and perpendicularity in R^n, including the theorem of Pythagoras and orthogonal complements.
Vector Calculus in 3D
Covers the concept of 3D vector space, scalar product, bases, orthogonality, and projections.
Orthogonality and Gram-Schmidt Process
Explores orthogonality, Gram-Schmidt process, dot products, and solution minimization in systems.