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

University of Colorado Boulder
Algebra and Differential Calculus for Data Science
Skills you'll gain: Algebra, Calculus, Graphing, Applied Mathematics, Data Science, Derivatives, Mathematical Theory & Analysis
4.6
Rating, 4.6 out of 5 stars
237 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
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
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
Georgia Institute of Technology
Linear Circuits 1: DC Analysis
Skills you'll gain: Basic Electrical Systems, Electronic Components, Electrical Engineering, Engineering Analysis, Engineering Calculations, Physics, Applied Mathematics, Schematic Diagrams, Calculus, Mathematical Modeling
4.5
Rating, 4.5 out of 5 stars
1.5K reviews
Mixed · Course · 1 - 3 Months
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
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
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
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
IBM
Data Analysis with Python
Skills you'll gain: Data Wrangling, Data Cleansing, Data Analysis, Data Manipulation, Data Transformation, Data Import/Export, Exploratory Data Analysis, Predictive Analytics, Statistical Analysis, Regression Analysis, Predictive Modeling, Pandas (Python Package), Scikit Learn (Machine Learning Library), Statistical Modeling, Machine Learning Methods, Feature Engineering, Python Programming, Data Pipelines, NumPy
4.7
Rating, 4.7 out of 5 stars
19K reviews
Intermediate · Course · 1 - 3 Months
Status: Free
Stanford University
Introduction to Mathematical Thinking
Skills you'll gain: Mathematical Theory & Analysis, Mathematics and Mathematical Modeling, Calculus, Deductive Reasoning, General Mathematics, Logical Reasoning
4.8
Rating, 4.8 out of 5 stars
2.9K reviews
Intermediate · Course · 1 - 3 Months
Status: [object Object]
Google
Google UX Design
Skills you'll gain: Storyboarding, Wireframing, UI/UX Research, Responsive Web Design, User Experience Design, Design Thinking, User Research, Information Architecture, Figma (Design Software), Usability Testing, User Story, Web Design, Design Reviews, Usability, Presentations, Design Research, Persona (User Experience), Ideation, User Centered Design, Mockups
Build toward a degree
4.8
Rating, 4.8 out of 5 stars
89K reviews
Beginner · Professional Certificate · 3 - 6 Months

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

Algebra and Differential Calculus for Data Science: University of Colorado Boulder
Algebra: Elementary to Advanced - Equations & Inequalities: Johns Hopkins University
Linear Regression and Modeling : Duke University
Fundamental Linear Algebra Concepts with Python: Howard University
Linear Circuits 1: DC Analysis: Georgia Institute of Technology
Algebra: Elementary to Advanced - Functions & Applications: Johns Hopkins University
Doğrusal Cebir I: Uzaylar ve İşlemciler / Linear Algebra I: Spaces and Operators: Koç University
Discrete Optimization: The University of Melbourne
Capstone: Data Science Problem in Linear Algebra Framework: Howard University
Data Analysis with Python: IBM

Linear Algebra Courses Online