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

University of Colorado System
Genetic Epidemiology Foundations
Skills you'll gain: Epidemiology, Biostatistics, Statistical Analysis, Correlation Analysis, Medical Science and Research, Data Quality, Probability & Statistics, Molecular Biology, Statistical Methods, Regression Analysis, Data Validation, Biology
4.5
Rating, 4.5 out of 5 stars
50 reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
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
Status: Free Trial
University of Colorado Boulder
Introduction to Deep Learning
Skills you'll gain: Deep Learning, Unsupervised Learning, Keras (Neural Network Library), Computer Vision, Image Analysis, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Generative AI, Applied Machine Learning, Natural Language Processing, Python Programming, Performance Tuning
Build toward a degree
3.6
Rating, 3.6 out of 5 stars
31 reviews
Intermediate · Course · 1 - 3 Months
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
100 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, Engineering Analysis, Mathematical Theory & Analysis
4.5
Rating, 4.5 out of 5 stars
11 reviews
Beginner · Course · 1 - 3 Months
Status: Free
École normale supérieure
Statistical Mechanics: Algorithms and Computations
Skills you'll gain: Sampling (Statistics), Physics, Simulations, Statistical Programming, Computational Logic, Numerical Analysis, Markov Model, Mechanics, Quantitative Research, Algorithms, Programming Principles, Applied Mathematics, Linear Algebra, Integral Calculus
4.8
Rating, 4.8 out of 5 stars
264 reviews
Mixed · Course · 1 - 3 Months
The University of Melbourne
Solving Algorithms for Discrete Optimization
Skills you'll gain: Operations Research, Advanced Mathematics, Combinatorics, Algorithms, Applied Mathematics, Graph Theory, Mathematical Modeling, Computational Thinking, Performance Tuning, Linear Algebra
4.7
Rating, 4.7 out of 5 stars
43 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
University of London
Quantitative Foundations for International Business
Skills you'll gain: Business Mathematics, Linear Algebra, Mathematical Modeling, Calculus, Financial Modeling, Algebra, Business Economics, Graphing
4.1
Rating, 4.1 out of 5 stars
421 reviews
Mixed · Course · 1 - 4 Weeks
Status: Free Trial
University of Colorado Boulder
Modern Regression Analysis in R
Skills you'll gain: Statistical Inference, Statistical Modeling, Regression Analysis, Data Ethics, Statistical Methods, Statistical Hypothesis Testing, Data Science, R Programming, Data Modeling, Statistical Analysis, Predictive Modeling, Probability & Statistics, Correlation Analysis, Forecasting, Linear Algebra
Build toward a degree
4.4
Rating, 4.4 out of 5 stars
30 reviews
Intermediate · Course · 1 - 3 Months
Korea Advanced Institute of Science and Technology(KAIST)
Differential Equations Part III Systems of Equations
Skills you'll gain: Differential Equations, Applied Mathematics, Advanced Mathematics, Linear Algebra, Calculus, Engineering Analysis, Mathematical Modeling
4.1
Rating, 4.1 out of 5 stars
11 reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
University of Colorado Boulder
Basic Robotic Behaviors and Odometry
Skills you'll gain: Automation, Simulation and Simulation Software, Mechanics, Algorithms, Control Systems, Simulations, Engineering, Linear Algebra, Estimation
Build toward a degree
4.5
Rating, 4.5 out of 5 stars
46 reviews
Intermediate · Course · 1 - 3 Months
Status: New
Status: Free Trial
University of Colorado Boulder
Statistics and Applied Data Analysis
Skills you'll gain: Statistical Hypothesis Testing, Descriptive Statistics, Statistical Visualization, Data Transformation, Data Cleansing, Statistical Analysis, Regression Analysis, Statistical Programming, Probability, Probability Distribution, Sampling (Statistics), Box Plots, Histogram, R Programming, Statistical Methods, Scatter Plots, Microsoft Excel, Probability & Statistics, Statistics, Data Import/Export
4.7
Rating, 4.7 out of 5 stars
33 reviews
Beginner · Specialization · 3 - 6 Months

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

Genetic Epidemiology Foundations: University of Colorado System
AI Workflow: Business Priorities and Data Ingestion: IBM
Introduction to Deep Learning: University of Colorado Boulder
Controle de Sistemas no Plano-s: Instituto Tecnológico de Aeronáutica
Differential Equations Part II Series Solutions: Korea Advanced Institute of Science and Technology(KAIST)
Statistical Mechanics: Algorithms and Computations: École normale supérieure
Solving Algorithms for Discrete Optimization: The University of Melbourne
Quantitative Foundations for International Business: University of London
Modern Regression Analysis in R: University of Colorado Boulder
Differential Equations Part III Systems of Equations : Korea Advanced Institute of Science and Technology(KAIST)

Linear Algebra Courses Online