CodingDrills logoAll problemsAll tutorials

Matrix Data Structure

Introduction

1. Introduction to Matrix2. Basic Properties of Matrices

Matrix Operations

1. Matrix Addition and Subtraction2. Matrix Multiplication3. Scalar Multiplication

Special Matrices

1. Diagonal Matrices2. Symmetric and Skew-Symmetric Matrices3. Orthogonal Matrices

Determinants

1. Finding Determinants2. Properties of Determinants3. Applications of Determinants

Inverse of a Matrix

1. Finding the Inverse of a Matrix2. Properties of Inverse Matrices3. Applications of Inverse Matrices

Systems of Equations

1. Solving Systems of Equations with Matrices2. Applications in Systems of Equations

Eigenvalues & Eigenvectors

1. Finding Eigenvalues2. Finding Eigenvectors3. Applications of Eigenvalues and Eigenvectors

Transpose of a Matrix

1. Finding the Transpose of a Matrix2. Properties of Transpose3. Applications of Transpose

Matrix Decomposition

1. LU Decomposition2. QR Decomposition3. Singular Value Decomposition

Matrix Applications

1. Matrices in Graphics2. Matrices in Cryptography3. Matrices in Data Analysis

Matrix Algorithms

1. Strassen Algorithm2. Matrix Chain Multiplication3. Hungarian Algorithm

Advanced Topics

1. Matrix Norms2. Condition Number3. Rank of a Matrix4. Positive Definite Matrices5. Matrix Functions