Linear Algebra Courses and Certifications

Mathematics for Machine Learning: Linear Algebra

9 reviews

Explore linear algebra fundamentals and their applications in machine learning, covering vectors, matrices, eigenvalues, and practical implementations in Python for data-driven tasks.

• Coursera
• 18 hours 50 minutes
• On-Demand
• Paid Course

Matrix Algebra for Engineers

883 reviews

This course is all about matrices, and concisely covers the linear algebra that an engineer should know. We define matrices and how to add and multiply them, and introduce some special types of matrices.

• Coursera
• 19 hours 35 minutes
• On-Demand
• Paid Course

• Best of All Time

Introduction to Linear Models and Matrix Algebra

12 reviews

Learn to use R programming to apply linear models to analyze data in life sciences.

• edX
• 4 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Linear Algebra

8 reviews

This course covers matrix theory and linear algebra, emphasizing topics useful in other disciplines such as physics, economics and social sciences, natural sciences, and engineering.

• MIT OpenCourseWare
• 36 hours
• On-Demand
• Free Video

Linear Algebra - Foundations to Frontiers

15 reviews

Learn the mathematics behind linear algebra and link it to matrix software development.

• edX
• 15 weeks, 6-10 hours a week
• On-Demand
• Free Online Course (Audit)

Linear Algebra Essentials

Discover fundamental Linear Algebra concepts including vectors, transformations, and matrices with practical applications in AI and neural networks.

• Udacity
• 9 hours
• On-Demand
• Paid Course

Linear Algebra Refresher Course

Learn linear algebra by doing: you will code your own library of linear algebra functions!

• Udacity
• 7 hours
• On-Demand
• Free Online Course

Introduction to Linear Algebra for Machine Learning

Master essential linear algebra concepts and operations needed for machine learning, from vectors and matrices to determinants and linear dependency, with hands-on Python implementation.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate

Linear Algebra for Data Science: Practical Applications with Python

Jump in this 20 Hours course to master essential linear algebra techniques for turning raw data into actionable insights using Python and to elevate your analytical and computational skills to attain proficiency in high-impact data solutions with real-wo…

• OpenLearning
• 20 hours
• On-Demand
• Paid Course

Become a Linear Algebra Master

7684 ratings at Udemy

Learn everything from Linear Algebra, then test your knowledge with 400+ practice questions

• Udemy
• 15 hours 53 minutes
• On-Demand
• Paid Course

Master linear algebra: theory and implementation in code

5198 ratings at Udemy

Learn concepts in linear algebra and matrix analysis, and implement them in MATLAB and Python.

• Udemy
• 1 day 9 hours 46 minutes
• On-Demand
• Paid Course

Linear Algebra for Machine Learning and Data Science

2317 ratings at Coursera

Master linear algebra fundamentals for machine learning, including vectors, matrices, transformations, and eigenvectors. Apply concepts using Python in hands-on exercises to enhance your data science skills.

• Coursera
• 1 day 10 hours 8 minutes
• On-Demand
• Paid Course

Linear Algebra and Geometry 1

1186 ratings at Udemy

Systems of equations, matrices, determinants, vectors, and geometry of straight lines and planes in the 3-space

• Udemy
• 1 day 22 hours 51 minutes
• On-Demand
• Paid Course

Linear Algebra and Feature Selection in Python

999 ratings at Udemy

Gain the Theoretical and Practical Foundations to Learn Machine Learning and AI with Understanding

• Udemy
• 3 hours 10 minutes
• On-Demand
• Paid Course

Microcredential

Linear Algebra from Elementary to Advanced

224 ratings at Coursera

Comprehensive introduction to linear algebra, covering vectors, matrices, and their applications. Emphasizes both algebraic and geometric understanding, preparing students for advanced topics in various fields.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 3 courses