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

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Explore the Linear Algebra Course Catalog

Status: Free
Sungkyunkwan University
Machine Learning Basics
Skills you'll gain: Machine Learning Algorithms, Machine Learning, Python Programming, Supervised Learning, Scikit Learn (Machine Learning Library), Applied Machine Learning, Regression Analysis, Data Analysis, Statistical Methods, Linear Algebra, Probability
4.3
Rating, 4.3 out of 5 stars
69 reviews
Mixed · Course · 1 - 4 Weeks
École Polytechnique Fédérale de Lausanne
Digital Signal Processing 3: Analog vs Digital
Skills you'll gain: Digital Communications, Electrical and Computer Engineering, Electronics Engineering, Electronics, Numerical Analysis, Engineering Analysis, Telecommunications, Linear Algebra, Calculus, Mathematical Modeling, Quantitative Research, Systems Of Measurement, Applied Mathematics
4.8
Rating, 4.8 out of 5 stars
89 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free
École normale supérieure
Approximation Algorithms Part I
Skills you'll gain: Theoretical Computer Science, Combinatorics, Algorithms, Graph Theory, Computational Thinking, Operations Research, Linear Algebra, Mathematical Modeling, Solution Design, Probability
4.7
Rating, 4.7 out of 5 stars
554 reviews
Mixed · Course · 1 - 3 Months
Status: Free
University of Alberta
Science Literacy
Skills you'll gain: Scientific Methods, General Science and Research, Research Methodologies, Research, Research Design, Peer Review, Experimentation, Statistical Methods, Media and Communications, Correlation Analysis, Probability & Statistics
4.4
Rating, 4.4 out of 5 stars
261 reviews
Beginner · Course · 1 - 3 Months
Imperial College London
Validity and Bias in Epidemiology
Skills you'll gain: Research Design, Epidemiology, Data Collection, Biostatistics, Research Methodologies, Research, Public Health, Correlation Analysis, Statistical Analysis
4.9
Rating, 4.9 out of 5 stars
243 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free
Tecnológico de Monterrey
Conceptos y Herramientas para la Física Universitaria
Skills you'll gain: Mathematical Modeling, Calculus, Physics, Integral Calculus, Graphing, Advanced Mathematics, Applied Mathematics, Mechanics, Linear Algebra, Geometry, Trigonometry, Derivatives
4.6
Rating, 4.6 out of 5 stars
425 reviews
Mixed · Course · 1 - 3 Months
Status: Free
Instituto Tecnológico de Aeronáutica
Controle de Sistemas no Plano-s
Skills you'll gain: Control Systems, Matlab, System Design and Implementation, Systems Engineering, Simulations, System Requirements
4.8
Rating, 4.8 out of 5 stars
99 reviews
Intermediate · Course · 1 - 3 Months
IBM
AI Workflow: Business Priorities and Data Ingestion
Skills you'll gain: Design Thinking, Data Science, Artificial Intelligence, Strategic Thinking, Data Pipelines, Data Validation, Data Processing, Workflow Management, Data Quality, Business Priorities, NumPy, IBM Cloud, Python Programming
4.3
Rating, 4.3 out of 5 stars
164 reviews
Intermediate · Course · 1 - 4 Weeks
University of Colorado Boulder
Integral Calculus and Numerical Analysis for Data Science
Skills you'll gain: Integral Calculus, Numerical Analysis, Calculus, Data Science, Mathematical Theory & Analysis, Applied Mathematics, Linear Algebra, Derivatives
4.6
Rating, 4.6 out of 5 stars
95 reviews
Intermediate · Course · 1 - 4 Weeks
Johns Hopkins University
Calculus through Data & Modeling: Precalculus Review
Skills you'll gain: Data Modeling, Graphing, Mathematical Modeling, Algebra, Trigonometry, Linear Algebra, Calculus, Mathematical Software, Applied Mathematics, Geometry
4.8
Rating, 4.8 out of 5 stars
112 reviews
Beginner · Course · 1 - 3 Months
Johns Hopkins University
Calculus through Data & Modeling: Limits & Derivatives
Skills you'll gain: Calculus, Mathematical Software, Data Analysis, Mathematical Theory & Analysis, Derivatives, Graphing, Algebra
4.7
Rating, 4.7 out of 5 stars
196 reviews
Beginner · Course · 1 - 3 Months
University of Minnesota
Advanced Models for Decision Making
Skills you'll gain: Operations Research, Supply Chain, Business Analytics, Mathematical Modeling, Manufacturing Operations, Workforce Planning, Microsoft Excel, Resource Allocation, Finance, Production Planning, Investment Management, Decision Making
4.8
Rating, 4.8 out of 5 stars
52 reviews
Beginner · Course · 1 - 4 Weeks

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

Machine Learning Basics: Sungkyunkwan University
Digital Signal Processing 3: Analog vs Digital: École Polytechnique Fédérale de Lausanne
Approximation Algorithms Part I: École normale supérieure
Science Literacy : University of Alberta
Validity and Bias in Epidemiology: Imperial College London
Conceptos y Herramientas para la Física Universitaria: Tecnológico de Monterrey
Controle de Sistemas no Plano-s: Instituto Tecnológico de Aeronáutica
AI Workflow: Business Priorities and Data Ingestion: IBM
Integral Calculus and Numerical Analysis for Data Science: University of Colorado Boulder
Calculus through Data & Modeling: Precalculus Review: Johns Hopkins University

Linear Algebra Courses Online