Linear Algebra Courses
Linear algebra courses cover key concepts such as vectors, matrices, determinants, and linear transformations. You will learn how to solve systems of equations, perform operations like matrix multiplication, and understand eigenvalues and eigenvectors. These skills are applicable in various fields, including computer graphics, data science, and optimization.
Popular Linear Algebra Courses and Certifications
Johns Hopkins University
Imperial College London
Skills you'll gain: Linear Algebra, Applied Mathematics, Data Science, Data Manipulation, Data Transformation, Machine Learning
The University of Sydney
Skills you'll gain: Linear Algebra, Markov Model, Geometry, Arithmetic, Algebra, Advanced Mathematics, Applied Mathematics
DeepLearning.AI
Skills you'll gain: Linear Algebra, Dimensionality Reduction, Applied Mathematics, Machine Learning, Python Programming, Algebra
Johns Hopkins University
Skills you'll gain: Linear Algebra, Geometry
What brings you to Coursera today?
Imperial College London
Skills you'll gain: Dimensionality Reduction, Linear Algebra, Regression Analysis, NumPy, Calculus, Applied Mathematics, Descriptive Statistics, Model Optimization, Statistics, Geometry, Artificial Neural Networks, Data Science, Data Manipulation, Python Programming, Data Transformation, Machine Learning, Derivatives
The Hong Kong University of Science and Technology
Skills you'll gain: Linear Algebra, Algebra, Applied Mathematics
Birla Institute of Technology & Science, Pilani
Skills you'll gain: Linear Algebra, Numerical Analysis, Artificial Intelligence and Machine Learning (AI/ML), Applied Mathematics, Data Analysis, Machine Learning, Dimensionality Reduction, Model Optimization, Artificial Neural Networks
Johns Hopkins University
Skills you'll gain: Linear Algebra, Applied Mathematics, Algebra, Geometry, Markov Model
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, Statistics, A/B Testing, Statistical Analysis, Applied Mathematics, Probability, Calculus, Dimensionality Reduction, Exploratory Data Analysis, Machine Learning, Python Programming, Artificial Neural Networks
Johns Hopkins University
Skills you'll gain: Algebra, Mathematical Modeling, Graphing, Advanced Mathematics, Applied Mathematics, Deductive Reasoning, Analytical Skills, Arithmetic, Probability & Statistics, Geometry
The Hong Kong University of Science and Technology
Skills you'll gain: Differential Equations, Linear Algebra, Matlab, Numerical Analysis, Integral Calculus, Calculus, electromagnetics, Algebra, Applied Mathematics, Geometry, Mechanics, Scripting, Simulations, Physics, Plot (Graphics), Derivatives
How to choose the right Linear Algebra course
Start with your goal for linear algebra. If you want to apply it in machine learning, choose courses that cover matrix operations, eigenvalues, and their applications in algorithms. If you’re focused on the theoretical side, look for courses that emphasize proofs, vector spaces, and linear transformations.
Best Linear Algebra courses from Johns Hopkins University
Top-rated Linear Algebra courses offered by Johns Hopkins University on Coursera.
- Linear Algebra from Elementary to AdvancedJohns Hopkins UniversityBeginnerJohns Hopkins University
- Linear Algebra: Linear Systems and Matrix EquationsJohns Hopkins UniversityBeginner1 - 4 WeeksJohns Hopkins University
- Linear Algebra: Matrix Algebra, Determinants, & EigenvectorsJohns Hopkins UniversityMixed1 - 3 MonthsJohns Hopkins University
Best Linear Algebra certificate programs
Earn a certificate in Linear Algebra from top universities and companies.
- Mathematics for Machine LearningImperial College LondonBeginner3 - 6 MonthsSpecialization
- Mathematics for Machine Learning and Data ScienceDeepLearning.AIIntermediate1 - 3 MonthsSpecialization
- Algebra: Elementary to AdvancedJohns Hopkins UniversityBeginner3 - 6 MonthsSpecialization
Best Linear Algebra courses for beginners
Top-rated beginner-friendly Linear Algebra courses with no prerequisites.
- Mathematics for Machine Learning: Linear AlgebraImperial College LondonBeginner1 - 3 MonthsNo prerequisites
- Matrix Algebra for EngineersThe Hong Kong University of Science and TechnologyBeginner1 - 4 WeeksNo prerequisites
- Linear Algebra for Machine Learning & AIBirla Institute of Technology & Science, PilaniBeginner1 - 3 MonthsNo prerequisites
