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

Vanderbilt University
From Data to Decisions: Making Predictions with AI
Skills you'll gain: Data Storytelling, Statistical Methods, Regression Analysis, Statistical Analysis, Technical Communication, Probability & Statistics, Data-Driven Decision-Making, Data Analysis, Predictive Analytics, Generative AI, Forecasting
Intermediate · Course · 1 - 4 Weeks
University of Colorado System
Nonlinear Kalman Filters (and Parameter Estimation)
Skills you'll gain: Matlab, Estimation, Engineering Calculations, Numerical Analysis, Performance Tuning, Mathematical Modeling, Simulation and Simulation Software, Differential Equations, Engineering Analysis, System Implementation, Probability Distribution
Intermediate · Course · 1 - 4 Weeks
Universitat Autònoma de Barcelona
Càlcul en diverses variables
Skills you'll gain: Calculus, Advanced Mathematics, Geometry, Mathematical Theory & Analysis, Linear Algebra, Derivatives
Intermediate · Course · 1 - 3 Months
Packt
SwiftUI - The Complete iOS 17 Reference Library of Code
Skills you'll gain: Apple Xcode, Swift Programming, Apple iOS, iOS Development, Mobile Development, Application Development, Dataflow, UI Components, Information Architecture, Data Management, Object Oriented Programming (OOP), Cloud Storage, Visualization (Computer Graphics), Data Storage, Cloud Development, Web Applications, Data Storage Technologies, Application Deployment, Responsive Web Design, Programming Principles
Beginner · Specialization · 3 - 6 Months
American Psychological Association
Measures of Correlation and Contingency
Skills you'll gain: Regression Analysis, Correlation Analysis, Statistical Software, Statistical Analysis, Statistical Methods, Probability & Statistics, Quantitative Research, Data Analysis, Descriptive Statistics, Statistical Hypothesis Testing
Beginner · Course · 1 - 3 Months
Packt
UX: Research Process
Skills you'll gain: User Experience, Information Architecture, Design Thinking, User Experience Design, Usability Testing, User Research, Usability, Persona Development, User Flows, Content Creation, Interviewing Skills, Storytelling
Intermediate · Course · 1 - 3 Months
Indian Institute of Technology Guwahati
Computer Aided Design
Skills you'll gain: SolidWorks (CAD), Computer-Aided Design, Computer Graphics, 3D Modeling, Mechanical Design, Visualization (Computer Graphics), Prototyping, C++ (Programming Language), Algorithms, Linear Algebra
Intermediate · Course · 1 - 3 Months
Google Cloud
Integrate Search in Applications using Vertex AI Agent Builder
Skills you'll gain: Web Analytics and SEO, Google Cloud Platform, Generative AI, Analytics, Data Store, Information Architecture, Web Applications
Beginner · Project · Less Than 2 Hours
University of Pennsylvania
Intro to Predictive Analytics Using Python
Skills you'll gain: Feature Engineering, Unsupervised Learning, Predictive Analytics, Decision Tree Learning, Classification And Regression Tree (CART), Supervised Learning, Forecasting, Random Forest Algorithm, Analytics, Statistical Modeling, Data Analysis, Regression Analysis, Machine Learning, Python Programming
Beginner · Course · 1 - 4 Weeks
Packt
Advanced Data Structures and Algorithms
Skills you'll gain: Graph Theory, Data Structures, Algorithms, Computer Science, Computational Thinking, Performance Tuning
Intermediate · Course · 1 - 3 Months
Johns Hopkins University
Random Processes
Skills you'll gain: Probability & Statistics, Probability Distribution, Simulations, Statistical Modeling, Estimation, Correlation Analysis, Engineering Analysis, Statistical Analysis, Reliability, Applied Mathematics, Engineering, Spatial Analysis
Mixed · Course · 1 - 4 Weeks
Korea Advanced Institute of Science and Technology(KAIST)
Applied Math for Materials Science and Engineering
Skills you'll gain: Integral Calculus, Calculus, Advanced Mathematics, Applied Mathematics, Mathematical Theory & Analysis, Mathematical Modeling, Differential Equations, Derivatives
Intermediate · Course · 1 - 4 Weeks

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

From Data to Decisions: Making Predictions with AI: Vanderbilt University
Nonlinear Kalman Filters (and Parameter Estimation): University of Colorado System
Càlcul en diverses variables: Universitat Autònoma de Barcelona
SwiftUI - The Complete iOS 17 Reference Library of Code: Packt
Measures of Correlation and Contingency: American Psychological Association
UX: Research Process: Packt
Computer Aided Design: Indian Institute of Technology Guwahati
Integrate Search in Applications using Vertex AI Agent Builder: Google Cloud
Intro to Predictive Analytics Using Python: University of Pennsylvania
Advanced Data Structures and Algorithms: Packt

Linear Algebra Courses Online