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Linear Algebra
Master matrices, vectors, and linear transformations through interactive visualizations. Essential for computer graphics, machine learning, and scientific computing.
Key Concepts
Matrices
Rectangular arrays of numbers representing linear transformations
Vectors
Quantities with magnitude and direction in n-dimensional space
Eigenvalues
Special scalars that characterize matrix transformations
Transformations
Linear mappings that rotate, scale, and shear space
Practice Problems
Matrix Operations
Learn matrix addition, multiplication, and scalar operations
AdditionMultiplicationScalar Operations
Beginner
Determinants
Calculate and understand matrix determinants
2×2 Determinant3×3 DeterminantProperties
Intermediate
Matrix Inverse
Coming SoonFind inverse matrices and solve linear systems
InverseGauss-JordanApplications
Intermediate
Vector Operations
Coming SoonExplore dot product, cross product, and vector magnitude
Dot ProductCross ProductMagnitude
Beginner