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.

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Explore the Linear Algebra Course Catalog

Duke University
Linear Regression and Modeling
Skills you'll gain: Regression Analysis, Statistical Software, Statistical Analysis, R Programming, Statistical Modeling, Statistical Inference, Data Analysis, Statistical Methods, Exploratory Data Analysis, Predictive Modeling
4.8
Rating, 4.8 out of 5 stars
1.7K reviews
Beginner · Course · 1 - 4 Weeks
Imperial College London
Mathematics for Machine Learning: PCA
Skills you'll gain: Dimensionality Reduction, NumPy, Probability & Statistics, Jupyter, Statistics, Geometry, Linear Algebra, Data Transformation, Python Programming, Advanced Mathematics, Machine Learning, Machine Learning Algorithms, Calculus
4
Rating, 4 out of 5 stars
3.1K reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free
Birla Institute of Technology & Science, Pilani
Basic Mathematics
Skills you'll gain: Calculus, Trigonometry, Algebra, Mathematical Theory & Analysis, Differential Equations, Linear Algebra
4.5
Rating, 4.5 out of 5 stars
114 reviews
Beginner · Course · 1 - 3 Months
Korea Advanced Institute of Science and Technology(KAIST)
Differential Equations Part III Systems of Equations
Skills you'll gain: Differential Equations, Applied Mathematics, Advanced Mathematics, Linear Algebra, Calculus, Engineering Analysis, Mathematical Modeling
4.3
Rating, 4.3 out of 5 stars
10 reviews
Intermediate · Course · 1 - 3 Months
Johns Hopkins University
Algebra: Elementary to Advanced - Equations & Inequalities
Skills you'll gain: Algebra, Arithmetic, Mathematical Modeling, Graphing, Probability & Statistics, Calculus
4.8
Rating, 4.8 out of 5 stars
567 reviews
Beginner · Course · 1 - 3 Months
Korea Advanced Institute of Science and Technology(KAIST)
Electrodynamics: An Introduction
Skills you'll gain: Electrical Engineering, Basic Electrical Systems, Physics, Integral Calculus, Engineering Calculations, Applied Mathematics, Mechanics, Advanced Mathematics, Differential Equations, Engineering Analysis
4.7
Rating, 4.7 out of 5 stars
620 reviews
Intermediate · Course · 1 - 3 Months
Status: Free
Koç University
Doğrusal Cebir I: Uzaylar ve İşlemciler / Linear Algebra I: Spaces and Operators
Skills you'll gain: Linear Algebra, Applied Mathematics, Algebra, Calculus, Advanced Mathematics, Differential Equations, Mathematical Modeling, Mathematical Theory & Analysis
4.1
Rating, 4.1 out of 5 stars
43 reviews
Mixed · Course · 1 - 3 Months
Howard University
Fundamental Linear Algebra Concepts with Python
Skills you'll gain: Linear Algebra, NumPy, Applied Mathematics, Algebra, Python Programming, Data Manipulation, Data Science, Computer Programming
4.4
Rating, 4.4 out of 5 stars
15 reviews
Mixed · Course · 1 - 4 Weeks
Howard University
Capstone: Data Science Problem in Linear Algebra Framework
Skills you'll gain: Data Wrangling, Regression Analysis, Dimensionality Reduction, Data Science, Python Programming, Predictive Modeling, Statistical Modeling, Data Analysis, Linear Algebra, Exploratory Data Analysis
4.4
Rating, 4.4 out of 5 stars
8 reviews
Mixed · Course · 1 - 4 Weeks
Johns Hopkins University
Algebra: Elementary to Advanced - Functions & Applications
Skills you'll gain: Mathematical Modeling, Graphing, Algebra, Applied Mathematics, Arithmetic, Linear Algebra
4.8
Rating, 4.8 out of 5 stars
175 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free
École Polytechnique Fédérale de Lausanne
Analyse numérique pour ingénieurs
Skills you'll gain: Numerical Analysis, Engineering Analysis, Engineering Calculations, Differential Equations, Finite Element Methods, Matlab, Applied Mathematics, Calculus, Linear Algebra, Mathematical Modeling, Integral Calculus, Mathematical Theory & Analysis, Estimation, Algorithms, Derivatives
4.5
Rating, 4.5 out of 5 stars
107 reviews
Intermediate · Course · 1 - 3 Months
Status: Free
The University of Melbourne
Discrete Optimization
Skills you'll gain: Operations Research, Combinatorics, Applied Mathematics, Graph Theory, Algorithms, Mathematical Modeling, Computational Thinking, Linear Algebra, Computer Programming, Program Development
4.8
Rating, 4.8 out of 5 stars
770 reviews
Intermediate · Course · 1 - 3 Months

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

Linear Regression and Modeling : Duke University
Mathematics for Machine Learning: PCA: Imperial College London
Basic Mathematics: Birla Institute of Technology & Science, Pilani
Differential Equations Part III Systems of Equations : Korea Advanced Institute of Science and Technology(KAIST)
Algebra: Elementary to Advanced - Equations & Inequalities: Johns Hopkins University
Electrodynamics: An Introduction: Korea Advanced Institute of Science and Technology(KAIST)
Doğrusal Cebir I: Uzaylar ve İşlemciler / Linear Algebra I: Spaces and Operators: Koç University
Fundamental Linear Algebra Concepts with Python: Howard University
Capstone: Data Science Problem in Linear Algebra Framework: Howard University
Algebra: Elementary to Advanced - Functions & Applications: Johns Hopkins University

Linear Algebra Courses Online