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Calculus
First Derivative Second Derivative Integration
Determinant
2x2 & 3x3 Determinants Cramer's Rule Permutations & Inversions Permutation Definition & Expansion Properties of Determinants: Row Operations Minors & Cofactors Two-Row Laplace Expansion Vandermonde Determinant
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Probability & Statistics
Conditional Probability, Independence & Total Probability Discrete Probability Distributions PMF & CDF 2D Random Vectors Conditional Probability Distributions Bayes' Theorem Numerical Characteristics of Random Variables Higher Moments & Covariance Matrix Law of Iterated Expectations Independence, Mean Independence & Uncorrelated Continuous Statistical Distributions
Vector Operations
Vector Addition, Subtraction & Scalar Multiplication Linear Combination, Span & Basis Matrices as Transformations Composition of Transformations 3D Linear Transformations Determinant Inverse, Column Space & Rank Cross-Dimensional Transformations Vector Angle Cross Product Change of Basis Eigenvectors & Eigenvalues Function Vector Spaces Geometric Interpretation of Cramer's Rule Gravity Simulation

Change of Basis

The columns of matrix P represent the positions of the "new basis vectors" in the standard coordinate system.

New Basis Matrix P (Language Translator)

Vector coordinates in standard basis [x, y, z]
[2.0, 2.0, 2.0]
Vector coordinates in new basis [x', y', z']
[?, ?, ?]
A' = P⁻¹ A P
Meaning of Similar Matrices:
1. P: "Translate" new language coordinates into standard language.
2. A: Perform linear transformation in standard language.
3. P⁻¹: "Translate" the result back to new language.
Final Effect: The same transformation is completed in your new coordinate system.

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