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

IBM
IBM Data Topology
Skills you'll gain: Multi-Cloud, Data Architecture, Data Management, Regulatory Compliance, Information Architecture, Cloud Management, Data Infrastructure, Data Integration, Data Strategy, AI Personalization
4.7
Rating, 4.7 out of 5 stars
32 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free
Institut Mines-Télécom
Traitement d'images : analyse fréquentielle et multi-échelle
Skills you'll gain: Image Analysis, Computer Vision, Advanced Mathematics, NumPy, Python Programming, Computer Graphics, Mathematical Modeling, Applied Mathematics
Intermediate · Course · 1 - 4 Weeks
University of Colorado Boulder
Phases of Matter: Solid, Liquid, Gas and Beyond
Skills you'll gain: Physics, Physical Science, Algebra, Mathematical Modeling, Simulations
4.8
Rating, 4.8 out of 5 stars
10 reviews
Beginner · Course · 1 - 4 Weeks
Coursera Project Network
Perplexity.AI for Beginners: AI-Powered Search
Skills you'll gain: Prompt Engineering, Artificial Intelligence, Information Architecture, Data Compilation, Data Presentation, Generative AI
3.3
Rating, 3.3 out of 5 stars
12 reviews
Beginner · Guided Project · Less Than 2 Hours
Status: Free
The Hong Kong University of Science and Technology
Understanding Modern Physics III: Simplicity and Complexity
Skills you'll gain: Physics, Advanced Mathematics, Simulations, Engineering Calculations, Mechanics, Mathematical Modeling, Calculus, Differential Equations, Physical Science, Information Architecture
4.8
Rating, 4.8 out of 5 stars
32 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free
Coursera Project Network
Create a business mind map with Coggle
Skills you'll gain: Business Planning, Product Management, Market Analysis, Information Architecture, Collaborative Software, Version Control, Business Strategy, Organizational Skills, Business Writing
4.5
Rating, 4.5 out of 5 stars
34 reviews
Beginner · Guided Project · Less Than 2 Hours
Status: Free
DeepLearning.AI
Quantization Fundamentals with Hugging Face
Skills you'll gain: Generative AI, Large Language Modeling, Performance Tuning, PyTorch (Machine Learning Library), Applied Machine Learning
4.9
Rating, 4.9 out of 5 stars
11 reviews
Beginner · Project · Less Than 2 Hours
Codio
Java: Non-Linear Data Structures
Skills you'll gain: Data Structures, Algorithms, Java, Theoretical Computer Science, Performance Tuning, Computer Programming
Intermediate · Course · 1 - 4 Weeks
Status: New
Status: Free
Northeastern University
Machine Learning for Engineers: Algorithms and Applications
Skills you'll gain: Supervised Learning, Statistical Machine Learning, Machine Learning Algorithms, Unsupervised Learning, PyTorch (Machine Learning Library), Applied Machine Learning, Statistical Methods, Statistical Modeling, Machine Learning, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Regression Analysis, Algorithms, Predictive Modeling, Dimensionality Reduction
Intermediate · Course · 1 - 4 Weeks
Universidad Autónoma Metropolitana
Geometría Analítica Preuniversitaria
Skills you'll gain: Graphing, Geometry, Trigonometry, Algebra, Mathematical Modeling, Applied Mathematics
4.2
Rating, 4.2 out of 5 stars
15 reviews
Intermediate · Course · 1 - 3 Months
Status: Free
The Chinese University of Hong Kong
Structural Equation Model and its Applications | 结构方程模型及其应用 (粤语)
Skills you'll gain: Statistical Modeling, Statistical Analysis, SPSS, SAS (Software), Regression Analysis, Analysis, Correlation Analysis, Statistical Methods, Data Analysis Software, Data Modeling
4.8
Rating, 4.8 out of 5 stars
25 reviews
Mixed · Course · 3 - 6 Months
Duke University
Pandas for Data Science
Skills you'll gain: Pandas (Python Package), Data Cleansing, Data Manipulation, NumPy, Query Languages, Data Integration, Python Programming, Data Import/Export, Data Analysis, Debugging
4.3
Rating, 4.3 out of 5 stars
8 reviews
Beginner · Course · 1 - 4 Weeks

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

IBM Data Topology: IBM
Traitement d'images : analyse fréquentielle et multi-échelle: Institut Mines-Télécom
Phases of Matter: Solid, Liquid, Gas and Beyond: University of Colorado Boulder
Perplexity.AI for Beginners: AI-Powered Search: Coursera Project Network
Understanding Modern Physics III: Simplicity and Complexity: The Hong Kong University of Science and Technology
Create a business mind map with Coggle: Coursera Project Network
Quantization Fundamentals with Hugging Face: DeepLearning.AI
Java: Non-Linear Data Structures: Codio
Machine Learning for Engineers: Algorithms and Applications: Northeastern University
Geometría Analítica Preuniversitaria: Universidad Autónoma Metropolitana

Linear Algebra Courses Online