Matrix Algebra Courses
Matrix algebra courses can help you learn vector spaces, matrix operations, eigenvalues, and linear transformations. You can build skills in solving systems of equations, performing matrix factorizations, and applying these concepts to data analysis and machine learning. Many courses introduce tools such as MATLAB, Python libraries like NumPy, and R for computational tasks, demonstrating how these skills are utilized in areas like artificial intelligence and statistics.
Popular Matrix Algebra Courses and Certifications
The Hong Kong University of Science and Technology
Skills you'll gain: Linear Algebra, Engineering Calculations, Algebra, Engineering Analysis, General Mathematics, Advanced Mathematics, Applied Mathematics, Numerical Analysis
Johns Hopkins University
Skills you'll gain: Linear Algebra, Algebra, Applied Mathematics, Advanced Mathematics, Artificial Intelligence and Machine Learning (AI/ML), Engineering Analysis, Mathematical Theory & Analysis, Geometry, Applied Machine Learning, Markov Model
Johns Hopkins University
Skills you'll gain: Linear Algebra, Applied Mathematics, Algebra, Advanced Mathematics, Geometry, Applied Machine Learning, Markov Model
The Hong Kong University of Science and Technology
Skills you'll gain: Differential Equations, Linear Algebra, Matlab, Engineering Analysis, Numerical Analysis, Integral Calculus, Mathematical Software, Mechanical Engineering, Calculus, Engineering Calculations, electromagnetics, Algebra, Applied Mathematics, Mathematical Modeling, Engineering, Simulation and Simulation Software, Advanced Mathematics, Geometry, Computational Thinking, Mechanics
The University of Sydney
Skills you'll gain: Calculus, Integral Calculus, Algebra, Geometry, Trigonometry, Derivatives, Graphing
What brings you to Coursera today?
Duke University
Skills you'll gain: Probability, Graphing, Algebra, Bayesian Statistics, Data Science, Calculus, General Mathematics, Applied Mathematics, Derivatives
Imperial College London
Skills you'll gain: Dimensionality Reduction, Linear Algebra, Regression Analysis, NumPy, Calculus, Unsupervised Learning, Applied Mathematics, Statistical Methods, Descriptive Statistics, Model Optimization, Mathematical Software, Machine Learning Methods, Jupyter, Statistics, Numerical Analysis, Applied Machine Learning, Geometry, Artificial Neural Networks, Data Science, Data Manipulation
Johns Hopkins University
Skills you'll gain: Algebra, Graphing, Applied Mathematics, Mathematical Modeling, Trigonometry, Probability, Advanced Mathematics, Data Analysis, Probability & Statistics, Statistical Analysis, Logical Reasoning, Probability Distribution, Mathematical Theory & Analysis, Descriptive Statistics, Arithmetic, Statistics, Engineering Calculations, Calculus, Visualization (Computer Graphics), Analytical Skills
Imperial College London
Skills you'll gain: Linear Algebra, Applied Mathematics, Jupyter, Data Science, Data Manipulation, Dimensionality Reduction, Data Transformation, Machine Learning, Computational Thinking
Universitat Politècnica de València
Skills you'll gain: Linear Algebra, Algebra, Geometry, General Mathematics, Applied Mathematics
DeepLearning.AI
Skills you'll gain: Descriptive Statistics, Bayesian Statistics, Statistical Hypothesis Testing, Probability & Statistics, Sampling (Statistics), Statistical Methods, Probability Distribution, Linear Algebra, Statistical Inference, Model Optimization, Machine Learning Methods, Statistics, Applied Mathematics, Probability, Calculus, Dimensionality Reduction, Applied Machine Learning, Mathematical Software, Data Transformation, Machine Learning
Johns Hopkins University
Skills you'll gain: Algebra, Mathematical Modeling, Graphing, Arithmetic, Advanced Mathematics, General Mathematics, Applied Mathematics, Deductive Reasoning, Analytical Skills, Probability & Statistics, Geometry
What brings you to Coursera today?
Best free Matrix Algebra courses
High-quality free Matrix Algebra courses you can start today.
- Introduction to CalculusThe University of SydneyIntermediate1 - 3 MonthsFree
- Data Science Math SkillsDuke UniversityBeginner1 - 4 WeeksFree
Best Matrix Algebra courses from Johns Hopkins University
Top-rated Matrix Algebra courses offered by Johns Hopkins University on Coursera.
- Linear Algebra from Elementary to AdvancedJohns Hopkins UniversityBeginner3 - 6 MonthsJohns Hopkins University
- Linear Algebra: Matrix Algebra, Determinants, & EigenvectorsJohns Hopkins UniversityMixed1 - 3 MonthsJohns Hopkins University
- Honors Algebra 2Johns Hopkins UniversityBeginner3 - 6 MonthsJohns Hopkins University
Best Matrix Algebra certificate programs
Earn a certificate in Matrix Algebra from top universities and companies.
- Mathematics for EngineersThe Hong Kong University of Science and TechnologyBeginner3 - 6 MonthsSpecialization
- Mathematics for Machine LearningImperial College LondonBeginner3 - 6 MonthsSpecialization
- Mathematics for Machine Learning and Data ScienceDeepLearning.AIIntermediate1 - 3 MonthsSpecialization
Best Matrix Algebra courses for beginners
Top-rated beginner-friendly Matrix Algebra courses with no prerequisites.
- Matrix Algebra for EngineersThe Hong Kong University of Science and TechnologyBeginner1 - 4 WeeksNo prerequisites
- Mathematics for Machine Learning: Linear AlgebraImperial College LondonBeginner1 - 3 MonthsNo prerequisites
- Basic Math: AlgebraUniversitat Politècnica de ValènciaBeginner1 - 4 WeeksNo prerequisites
