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

Coursera Project Network
Linear Regression with Python
Skills you'll gain: Regression Analysis, NumPy, Applied Machine Learning, Supervised Learning, Machine Learning Algorithms, Machine Learning, Python Programming
4.6
Rating, 4.6 out of 5 stars
427 reviews
Intermediate · Guided Project · Less Than 2 Hours
University of Pennsylvania
Business and Financial Modeling
Skills you'll gain: Risk Modeling, Financial Statements, Probability Distribution, Mathematical Modeling, Statistical Modeling, Portfolio Management, Regression Analysis, Business Modeling, Financial Modeling, Risk Management, Quantitative Research, Presentations, Decision Making, Data Visualization, Microsoft PowerPoint, Predictive Modeling, Investment Management, Spreadsheet Software, Google Sheets, Excel Formulas
4.5
Rating, 4.5 out of 5 stars
11K reviews
Beginner · Specialization · 3 - 6 Months
Status: Free
Universidad Nacional Autónoma de México
Álgebra básica
Skills you'll gain: Algebra, General Mathematics, Arithmetic, Geometry
4.8
Rating, 4.8 out of 5 stars
3.6K reviews
Mixed · Course · 1 - 3 Months
Johns Hopkins University
Foundational Mathematics for AI
Skills you'll gain: Descriptive Statistics, Linear Algebra, Exploratory Data Analysis, Data-Driven Decision-Making, Data Analysis, Bayesian Statistics, Statistics, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Probability, Regression Analysis, Probability & Statistics, Calculus, Statistical Analysis, Advanced Mathematics, Applied Mathematics, Probability Distribution, Mathematical Modeling, Integral Calculus, Algebra
Beginner · Course · 1 - 3 Months
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
Johns Hopkins University
Advanced Linear Models for Data Science 1: Least Squares
Skills you'll gain: Regression Analysis, Statistical Modeling, R Programming, Linear Algebra, Data Science, Mathematical Modeling, Data Modeling, Predictive Modeling, Statistical Analysis, Applied Mathematics
4.5
Rating, 4.5 out of 5 stars
187 reviews
Advanced · 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
Imperial College London
Mathematics for Machine Learning: Multivariate Calculus
Skills you'll gain: Regression Analysis, Calculus, Advanced Mathematics, Numerical Analysis, Statistical Analysis, Linear Algebra, Artificial Neural Networks, Machine Learning, Mathematical Theory & Analysis, Python Programming, Derivatives
4.7
Rating, 4.7 out of 5 stars
5.7K reviews
Beginner · Course · 1 - 3 Months
Northeastern University
Industrial Optimization: Models & Linear Programming
Skills you'll gain: Operations Research, Applied Mathematics, Mathematical Software, Linear Algebra, Mathematical Modeling, Algorithms, Business Modeling, Complex Problem Solving, Spreadsheet Software
Intermediate · Course · 1 - 4 Weeks
The Hong Kong University of Science and Technology
Numerical Methods for Engineers
Skills you'll gain: Matlab, Engineering Calculations, Numerical Analysis, Engineering Analysis, Linear Algebra, Differential Equations, Mathematical Modeling, Computational Thinking, Integral Calculus, Simulations, Scientific Visualization, Programming Principles, Algorithms, Debugging
4.9
Rating, 4.9 out of 5 stars
366 reviews
Intermediate · Course · 1 - 3 Months
Korea Advanced Institute of Science and Technology(KAIST)
Differential Equations Part II Series Solutions
Skills you'll gain: Differential Equations, Applied Mathematics, Advanced Mathematics, Calculus, Linear Algebra, Algebra
4.5
Rating, 4.5 out of 5 stars
11 reviews
Beginner · Course · 1 - 3 Months
Howard University
Building Regression Models with Linear Algebra
Skills you'll gain: Regression Analysis, Predictive Modeling, Statistical Modeling, Supervised Learning, Scikit Learn (Machine Learning Library), Applied Mathematics, Machine Learning Methods, Linear Algebra, Small Data, Statistical Analysis, Data Science, NumPy
4.7
Rating, 4.7 out of 5 stars
6 reviews
Beginner · Course · 1 - 4 Weeks

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

Linear Regression with Python: Coursera Project Network
Business and Financial Modeling: University of Pennsylvania
Álgebra básica: Universidad Nacional Autónoma de México
Foundational Mathematics for AI: Johns Hopkins University
Basic Mathematics: Birla Institute of Technology & Science, Pilani
Advanced Linear Models for Data Science 1: Least Squares: Johns Hopkins University
Algebra: Elementary to Advanced - Equations & Inequalities: Johns Hopkins University
Mathematics for Machine Learning: Multivariate Calculus: Imperial College London
Industrial Optimization: Models & Linear Programming: Northeastern University
Numerical Methods for Engineers: The Hong Kong University of Science and Technology

Linear Algebra Courses Online