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Eigenvectors and Eigenvalues

1) Essence of Linear Algebra

Prereq: Change of Basis, Determinants, Linear Transformation, Linear Systems of Equations, span ...

Updated 1 year ago by victor

Basis

1) Essence of Linear Algebra

basis vectors, linear transformations, matrix multiplications, inverse When changing basis, Orig...

Updated 1 year ago by victor

Linear System of Equations

1) Essence of Linear Algebra

A system of equations consists of unknown variables and  list of equations relating them.  A Lin...

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Determinant

1) Essence of Linear Algebra

Determinant is the scaling factor that if the linear transformation changes any area   Scalin...

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Matrix multiplication and Composition

1) Essence of Linear Algebra Matrices

In order to describe the effects of multiple sequential matrix transformation, such as a rotate a...

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Linear Combination

1) Essence of Linear Algebra

Prereq: Vector addition, Vector multiplication

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Linear Transformations

1) Essence of Linear Algebra Matrices

Linear Transformation of Matrices Prereq knowledge: Vectors and Basis Vectors, Linear dependent ...

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Properties

1) Essence of Linear Algebra Matrices

Matrices are rectangular arrays consisting of numbers and are an example of 2nd-order tensors. If...

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Span

1) Essence of Linear Algebra

Prereq: Linear Combination, Vector Addition, Vector Multiplication Span is the collection of all...

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Basis Vectors

1) Essence of Linear Algebra Vectors

If you do not constrain i hat or j hat, then its possible to reach any point of the coordin...

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Vector Multiplication

1) Essence of Linear Algebra Vectors

Formula  Input: Scalar (Number) and a vector Output: Vector  Stretching out the vector...

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Vector Addition

1) Essence of Linear Algebra Vectors

Input: At least 2 vectors  Output: One Vector  2D Example  vector addition is the only t...

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Scalar

1) Essence of Linear Algebra

Scalar (numbers) fulfill two requirements: Real number that can be used to measure a continuou...

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Non-Square Matrices

1) Essence of Linear Algebra Matrices

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Non-Linear Transformations

1) Essence of Linear Algebra Matrices

Definition Matrix Exponentiation: Raising a matrix to a power greater than one, as in �2A...

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synthetic data engineer interview

Linear Algebra Interview Questions

Technical artists, especially those involved in computer graphics, may be asked coding questions ...

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3D Cartesian Coordinate System

1) Essence of Linear Algebra Coordinate Systems

3D Cartesian Coordinate System Properties: x-axis is the horizontal axis y-axis is the vert...

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Vector Properties

1) Essence of Linear Algebra Vectors

Vector Basics There are three perspectives to consider: Physics perspective Vectors ar...

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3d Animation Software Engineer

Job Descriptions 3D Software Engineer

NVIDIA is looking for a highly motivated and experienced 3d Animation Software Engineer to join t...

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Lead Technical Artist - Hasbro

Job Descriptions Technical Artists

We’re looking for an outstanding Lead Technical Artist to join us on an exciting unannounced scie...

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