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.

Top Linear Algebra Courses - Learn Linear Algebra Online

Skip to search results

Filter by

Subject
Required

Data Science(232)

Computer Science(122)

Physical Science and Engineering(102)

Math and Logic(82)

Language
Required

The language used throughout the course, in both instruction and assessments.

English(570)

Spanish(350)

French(323)

Portuguese (Brazil)(321)

Learning Product
Required

Guided Projects(50)

Build job-relevant skills in under 2 hours with hands-on tutorials.

Courses(504)

Learn from top instructors with graded assignments, videos, and discussion forums.

Projects(3)

Learn a new tool or skill in an interactive, hands-on environment.

Specializations(87)

Get in-depth knowledge of a subject by completing a series of courses and projects.

Professional Certificates(12)

Earn career credentials from industry leaders that demonstrate your expertise.

MasterTrack® Certificates(1)

Earn career credentials while taking courses that count towards your Master’s degree.

Degrees(4)

Earn your Bachelor’s or Master’s degree online for a fraction of the cost of in-person learning.

Graduate Certificates(1)

Earn a university-issued career credential in a flexible, interactive format.

Level
Required

Beginner(246)

Intermediate(288)

Advanced(41)

Mixed(81)

Duration
Required

Less Than 2 Hours(53)

1-4 Weeks(242)

1-3 Months(267)

3-6 Months(94)

6-12 Months(2)

1-4 Years(4)

Skills
Required

Linear Algebra(196)

Regression Analysis(176)

Data Analysis(167)

Mathematical Modeling(165)

Subtitles
Required

English(590)

Spanish(369)

French(340)

Portuguese (Brazil)(328)

Educator
Required

University of Colorado Boulder(69)

Coursera Project Network(50)

Johns Hopkins University(38)

Packt(31)

Explore the Linear Algebra Course Catalog

Status: Free Trial
Johns Hopkins University
Linear Algebra from Elementary to Advanced
Skills you'll gain: Linear Algebra, Algebra, Applied Mathematics, Artificial Intelligence and Machine Learning (AI/ML), Mathematical Modeling, Advanced Mathematics, Engineering Analysis, Mathematical Theory & Analysis, Numerical Analysis, Geometry, Graph Theory, Applied Machine Learning, Markov Model, Probability
4.7
Rating, 4.7 out of 5 stars
176 reviews
Beginner · Specialization · 3 - 6 Months
Status: Free Trial
Imperial College London
Mathematics for Machine Learning: Linear Algebra
Skills you'll gain: Linear Algebra, NumPy, Applied Mathematics, Data Transformation, Data Science, Jupyter, Machine Learning Methods, Algorithms, Data Manipulation, Python Programming
4.7
Rating, 4.7 out of 5 stars
12K reviews
Beginner · Course · 1 - 3 Months
The University of Sydney
Introduction to Linear Algebra
Skills you'll gain: Linear Algebra, Markov Model, Geometry, Arithmetic, Algebra, General Mathematics, Advanced Mathematics, Probability, Mathematics and Mathematical Modeling, Mathematical Theory & Analysis, Mathematical Modeling, Applied Mathematics, Statistical Methods, Engineering Analysis
4.9
Rating, 4.9 out of 5 stars
30 reviews
Intermediate · Course · 1 - 4 Weeks
Status: New
Packt
Matrix Calculus for Data Science & Machine Learning
Skills you'll gain: Calculus, Applied Mathematics, NumPy, Linear Algebra, Applied Machine Learning, Tensorflow, Machine Learning, Derivatives, Algorithms, Development Environment
Intermediate · Course · 1 - 3 Months
Status: Free Trial
DeepLearning.AI
Linear Algebra for Machine Learning and Data Science
Skills you'll gain: Linear Algebra, NumPy, Dimensionality Reduction, Machine Learning Methods, Jupyter, Data Manipulation, Data Science, Applied Mathematics, Python Programming, Image Analysis, Artificial Intelligence
4.6
Rating, 4.6 out of 5 stars
2K reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
The Hong Kong University of Science and Technology
Matrix Algebra for Engineers
Skills you'll gain: Linear Algebra, Engineering Calculations, Algebra, Engineering Analysis, General Mathematics, Advanced Mathematics, Applied Mathematics
4.9
Rating, 4.9 out of 5 stars
4.5K reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Johns Hopkins University
Linear Algebra: Linear Systems and Matrix Equations
Skills you'll gain: Linear Algebra, Algebra, Mathematical Modeling, Engineering Analysis, Applied Mathematics, Mathematical Theory & Analysis, Geometry
4.7
Rating, 4.7 out of 5 stars
138 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Imperial College London
Mathematics for Machine Learning
Skills you'll gain: Linear Algebra, Dimensionality Reduction, NumPy, Regression Analysis, Calculus, Applied Mathematics, Probability & Statistics, Feature Engineering, Data Transformation, Jupyter, Data Science, Advanced Mathematics, Statistics, Machine Learning Algorithms, Machine Learning Methods, Statistical Analysis, Artificial Neural Networks, Algorithms, Data Manipulation, Python Programming
4.6
Rating, 4.6 out of 5 stars
15K reviews
Beginner · Specialization · 3 - 6 Months
Status: New
Status: Free Trial
Dassault Systèmes
SOLIDWORKS Advanced Sketching and Reference Geometry
Skills you'll gain: SolidWorks (CAD), Computer-Aided Design, Mechanical Drawings, 3D Modeling, Drafting and Engineering Design
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Johns Hopkins University
Linear Algebra: Matrix Algebra, Determinants, & Eigenvectors
Skills you'll gain: Linear Algebra, Applied Mathematics, Algebra, Advanced Mathematics, Graph Theory, Geometry, Applied Machine Learning, Markov Model, Probability
4.8
Rating, 4.8 out of 5 stars
61 reviews
Mixed · Course · 1 - 3 Months
Status: New
Status: Free Trial
Illinois Tech
Advanced Statistical Techniques for Data Science
Skills you'll gain: Machine Learning Algorithms, Statistical Analysis, Bayesian Statistics, Data Visualization, Statistical Inference, Data Analysis, Data Presentation, Regression Analysis, Data Cleansing, Applied Machine Learning, Analytics, Machine Learning, Statistical Methods, R Programming, Data Science, Statistical Modeling, Data Validation, Data Manipulation, Exploratory Data Analysis, Verification And Validation
Build toward a degree
4.5
Rating, 4.5 out of 5 stars
38 reviews
Intermediate · Specialization · 3 - 6 Months
Status: Free Trial
Johns Hopkins University
Algebra: Elementary to Advanced
Skills you'll gain: Algebra, Mathematical Modeling, Graphing, Arithmetic, Advanced Mathematics, Applied Mathematics, General Mathematics, Mathematical Theory & Analysis, Analytical Skills, Probability & Statistics, Geometry
4.8
Rating, 4.8 out of 5 stars
729 reviews
Beginner · Specialization · 3 - 6 Months

Linear Algebra learners also search

Beginner Predictive Analytics

1 2 3 4…56

In summary, here are 10 of our most popular linear algebra courses

Linear Algebra from Elementary to Advanced: Johns Hopkins University
Mathematics for Machine Learning: Linear Algebra: Imperial College London
Introduction to Linear Algebra: The University of Sydney
Matrix Calculus for Data Science & Machine Learning: Packt
Linear Algebra for Machine Learning and Data Science: DeepLearning.AI
Matrix Algebra for Engineers: The Hong Kong University of Science and Technology
Linear Algebra: Linear Systems and Matrix Equations: Johns Hopkins University
Mathematics for Machine Learning: Imperial College London
SOLIDWORKS Advanced Sketching and Reference Geometry: Dassault Systèmes
Linear Algebra: Matrix Algebra, Determinants, & Eigenvectors: Johns Hopkins University

Linear Algebra Courses Online