What skills can I learn in linear algebra courses on Coursera?

Linear algebra courses on Coursera cover a wide array of fundamental and advanced topics, enabling learners to: Understand vectors and matrices and their applications in various fields Learn methods for solving systems of linear equations Explore eigenvalues and eigenvectors and their significance in transformations Apply linear algebra concepts to computer graphics , data analysis , and more Discover how linear algebra supports machine learning and artificial intelligence algorithms

Do I need prior experience in mathematics to start these linear algebra courses?

No prior experience in advanced mathematics is required to start with the introductory linear algebra courses available on Coursera. These courses are designed to accommodate learners at different proficiency levels: Beginners can start with basic concepts of vectors and matrix operations. Intermediate learners can delve into more complex subjects such as linear transformations and space. Advanced learners can tackle topics like abstract vector spaces and computational linear algebra.

What certifications and credentials can I earn through linear algebra courses on Coursera?

Coursera offers various credentials through its linear algebra courses, designed to cater to both novices and professionals: Course certificates that validate your knowledge of linear algebra fundamentals Professional certificates that demonstrate your specialized skills in mathematics Specializations with focused expertise in advanced linear algebra topics

How can I purchase linear algebra training courses for my team?

Looking to enhance your team's linear algebra skills? Coursera provides tailored enterprise solutions for teams ranging of 5-125 employees. Our offerings include advanced analytics, customized learning paths, and collaborative tools. To explore our linear algebra training options and make a purchase, please visit our Coursera for Teams page.

Best Linear Algebra Courses & Certificates [2025]

Status: Free Trial

The Hong Kong University of Science and Technology

Matrix Algebra for Engineers

Skills you'll gain: Linear Algebra, Engineering Calculations, Algebra, Advanced Mathematics, Engineering Analysis, General Mathematics, Applied Mathematics

Status: Free Trial

University of Colorado Boulder

Essential Linear Algebra for Data Science

Skills you'll gain: Linear Algebra, Data Science, Algebra, Data Analysis, Applied Mathematics, Graphing, Numerical Analysis

Status: Free Trial

Imperial College London

Mathematics for Machine Learning

Skills you'll gain: Linear Algebra, Dimensionality Reduction, NumPy, Regression Analysis, Calculus, Probability & Statistics, Integral Calculus, Machine Learning Methods, Statistical Analysis, Statistics, Advanced Mathematics, Jupyter, Machine Learning Algorithms, Data Science, Mathematical Modeling, Applied Mathematics, Graph Theory, Artificial Neural Networks, Python Programming, Algorithms

Status: Free Trial

DeepLearning.AI

Mathematics for Machine Learning and Data Science

Skills you'll gain: Linear Algebra, Descriptive Statistics, Statistical Hypothesis Testing, Bayesian Statistics, Probability Distribution, Probability & Statistics, Sampling (Statistics), Calculus, Applied Mathematics, Advanced Mathematics, A/B Testing, Statistics, Probability, Numerical Analysis, Mathematical Modeling, Statistical Analysis, Data Science, Machine Learning Algorithms, Dimensionality Reduction, Machine Learning

Status: Free Trial

Johns Hopkins University

Algebra: Elementary to Advanced

Skills you'll gain: Graphing, Algebra, Mathematical Modeling, Predictive Modeling, Arithmetic, Advanced Mathematics, Applied Mathematics, Linear Algebra, Business Mathematics, Geometry, Scientific Methods

Status: Free Trial

The Hong Kong University of Science and Technology

Mathematics for Engineers

Skills you'll gain: Linear Algebra, Matlab, Differential Equations, Integral Calculus, Numerical Analysis, Engineering Calculations, Engineering Analysis, Applied Mathematics, Finite Element Methods, Calculus, Algebra, Geometry, Advanced Mathematics, Engineering, General Mathematics, Mathematical Modeling, Mechanical Engineering, Scripting, Vibrations, Simulation and Simulation Software

Linear Algebra Courses Online

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Explore the Linear Algebra Course Catalog

Linear Algebra from Elementary to Advanced

Mathematics for Machine Learning: Linear Algebra

Introduction to Linear Algebra

Linear Algebra for Machine Learning and Data Science

Linear Algebra: Linear Systems and Matrix Equations

Linear Algebra: Matrix Algebra, Determinants, & Eigenvectors