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

Skip to search results

Filter by

Subject
Required

Data Science(231)

Computer Science(127)

Physical Science and Engineering(103)

Math and Logic(83)

Language
Required

The language used throughout the course, in both instruction and assessments.

English(569)

Spanish(350)

French(322)

Portuguese (Brazil)(318)

Learning Product
Required

Guided Projects(51)

Build job-relevant skills in under 2 hours with hands-on tutorials.

Courses(513)

Learn from top instructors with graded assignments, videos, and discussion forums.

Projects(3)

Learn a new tool or skill in an interactive, hands-on environment.

Specializations(84)

Get in-depth knowledge of a subject by completing a series of courses and projects.

Professional Certificates(12)

Earn career credentials from industry leaders that demonstrate your expertise.

MasterTrack® Certificates(1)

Earn career credentials while taking courses that count towards your Master’s degree.

Degrees(4)

Earn your Bachelor’s or Master’s degree online for a fraction of the cost of in-person learning.

Graduate Certificates(1)

Earn a university-issued career credential in a flexible, interactive format.

Level
Required

Beginner(254)

Intermediate(284)

Advanced(41)

Mixed(84)

Duration
Required

Less Than 2 Hours(54)

1-4 Weeks(249)

1-3 Months(268)

3-6 Months(92)

6-12 Months(2)

1-4 Years(4)

Skills
Required

Linear Algebra(196)

Regression Analysis(176)

Data Analysis(170)

Mathematical Modeling(166)

Subtitles
Required

English(590)

Spanish(369)

French(340)

Portuguese (Brazil)(325)

Educator
Required

University of Colorado Boulder(62)

Coursera Project Network(51)

Johns Hopkins University(38)

Packt(31)

Explore the Linear Algebra Course Catalog

Status: Free Trial
Packt
Natural Language Processing with Real-World Projects
Skills you'll gain: Matplotlib, Natural Language Processing, Data Visualization, Deep Learning, Linear Algebra, Semantic Web, Seaborn, Python Programming, Machine Learning, NumPy, Supervised Learning, Pandas (Python Package), Artificial Neural Networks, Data Processing, Text Mining, Data Science, Unstructured Data, Applied Machine Learning, Markov Model, Dimensionality Reduction
4.7
Rating, 4.7 out of 5 stars
7 reviews
Beginner · Specialization · 3 - 6 Months
Coursera Project Network
Data Analysis in R: Predictive Analysis with Regression
Skills you'll gain: Ggplot2, Data Visualization, Regression Analysis, Predictive Analytics, Data-Driven Decision-Making, Statistical Modeling, R Programming, Descriptive Statistics, Exploratory Data Analysis, Statistics
4.2
Rating, 4.2 out of 5 stars
13 reviews
Intermediate · Guided Project · Less Than 2 Hours
Status: New
Status: Free Trial
Codio
C++: Linear Data Structures and Trees
Skills you'll gain: Data Structures, C++ (Programming Language), Programming Principles, Algorithms, Theoretical Computer Science, Object Oriented Programming (OOP)
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
IBM
AI Workflow: Enterprise Model Deployment
Skills you'll gain: Apache Spark, Data Pipelines, MLOps (Machine Learning Operations), PySpark, IBM Cloud, Jupyter, Machine Learning, Containerization, Python Programming, Performance Tuning, Scalability, Design Thinking
4.2
Rating, 4.2 out of 5 stars
55 reviews
Advanced · Course · 1 - 4 Weeks
Status: New
Northeastern University
Foundations of Statistical Learning & Algorithms
Skills you'll gain: Linear Algebra, Statistical Machine Learning, Statistical Modeling, Probability, Statistical Methods, Bayesian Statistics, Probability Distribution, Mathematical Modeling, Machine Learning, Applied Mathematics, Statistical Inference, Algebra
Mixed · Course · 1 - 4 Weeks
Status: Free Trial
Illinois Tech
Introduction to Relational Databases
Skills you'll gain: Database Systems, Relational Databases, Database Management, Database Theory, Databases, SQL, Database Design, Database Management Systems, Database Architecture and Administration, Data Access, Query Languages, Data Modeling, Data Manipulation, User Accounts
Build toward a degree
4.4
Rating, 4.4 out of 5 stars
28 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Johns Hopkins University
Calculus through Data & Modeling: Applying Differentiation
Skills you'll gain: Applied Mathematics, Estimation, Numerical Analysis, Calculus, Cost Estimation, Mathematical Modeling, Operations Research, Derivatives, Algebra
4.7
Rating, 4.7 out of 5 stars
54 reviews
Intermediate · Course · 1 - 3 Months
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
Packt
The STATA OMNIBUS: Regression and Modelling with STATA
Skills you'll gain: Stata, Regression Analysis, Statistical Modeling, Statistical Analysis, Advanced Analytics, Correlation Analysis, Statistical Visualization, Data Manipulation, Sampling (Statistics), Statistical Hypothesis Testing, Descriptive Statistics
Beginner · Course · 3 - 6 Months
Status: Free Trial
University of California, Irvine
Cluster Analysis, Association Mining, and Model Evaluation
Skills you'll gain: Unsupervised Learning, Data Analysis, Regression Analysis, Statistical Analysis, Data Mining, Predictive Modeling, Predictive Analytics, Anomaly Detection, Statistical Modeling, Classification And Regression Tree (CART), Machine Learning, Correlation Analysis, Probability & Statistics, Scatter Plots, Market Analysis, Supervised Learning, AI Personalization, Cross Selling
4.5
Rating, 4.5 out of 5 stars
44 reviews
Intermediate · Course · 1 - 4 Weeks
Status: New
Universidad de Palermo
Matemática para Negocios 
Skills you'll gain: Business Mathematics, Profit and Loss (P&L) Management, Applied Mathematics, Income Statement, Graphing, Financial Analysis, Business Metrics, Business Analysis, Financial Statements, Business Modeling, Arithmetic, Algebra
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
University of Colorado Boulder
Theory of Angular Momentum
Skills you'll gain: Linear Algebra, Physics, Mathematical Modeling, Applied Mathematics
4.1
Rating, 4.1 out of 5 stars
20 reviews
Intermediate · Course · 1 - 4 Weeks

Linear Algebra learners also search

Beginner Predictive Analytics

1…41 42 43…56

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

Natural Language Processing with Real-World Projects: Packt
Data Analysis in R: Predictive Analysis with Regression: Coursera Project Network
C++: Linear Data Structures and Trees: Codio
AI Workflow: Enterprise Model Deployment: IBM
Foundations of Statistical Learning & Algorithms: Northeastern University
Introduction to Relational Databases: Illinois Tech
Calculus through Data & Modeling: Applying Differentiation: Johns Hopkins University
Perplexity.AI for Beginners: AI-Powered Search: Coursera Project Network
The STATA OMNIBUS: Regression and Modelling with STATA: Packt
Cluster Analysis, Association Mining, and Model Evaluation: University of California, Irvine

Linear Algebra Courses Online