Linear Algebra Courses and Certifications

Linear Algebra and Geometry 2

300 ratings at Udemy

Much more about matrices; abstract vector spaces and their bases; linear transformations animated with MANIM

• Udemy
• 1 day 23 hours 9 minutes
• On-Demand
• Paid Course

Linear Algebra, Part 1

5 ratings at edX

This course is an introduction to linear algebra. You will discover the basic objects of linear algebra – how to compute with them, how they fit together theoretically, and how they can be used to solve real problems.

• edX
• 8 weeks, 6-8 hours a week
• On-Demand
• Free Online Course (Audit)

Advanced Linear Algebra: Foundations to Frontiers

Explore advanced linear algebra concepts, algorithms for matrix computations, and effects of floating-point arithmetic. Develop essential skills for computational and data science applications.

• edX
• 16 weeks, 8-12 hours a week
• On-Demand
• Free Online Course (Audit)

Linear Algebra I: Vectors and Linear Equations

5 ratings at edX

This course provides an overview of bachelor-level linear algebra. You will review all the concepts and practice and refresh the skills related to vectors and linear equations.

• edX
• 6 weeks, 4-6 hours a week
• On-Demand
• Free Online Course (Audit)

Linear Algebra II: Matrices and Linear Transformations

5 ratings at edX

This course provides an overview of bachelor-level linear algebra. You will review all the concepts and practice and refresh the skills related to matrices and linear transformations.

• edX
• 6 weeks, 4-6 hours a week
• On-Demand
• Free Online Course (Audit)

Microcredential

Mastering Linear Algebra

Comprehensive review of linear algebra for engineering, covering vectors, matrices, and transformations. Ideal for students preparing for master's programs or professionals seeking to enhance their mathematical skills.

• edX
• 12 weeks, 4-6 hours a week
• On-Demand
• $298.00
• 2 courses

Linear Algebra and Geometry 3

123 ratings at Udemy

Inner product spaces, quadratic forms, symmetric matrices: more advanced problem solving; singular value decomposition

• Udemy
• 2 days 3 hours
• On-Demand
• Paid Course

A Vision of Linear Algebra

1 review

Explore Professor Strang's innovative approach to linear algebra, covering key concepts like column space, eigenvalues, and matrix factorizations through a series of concise, insightful videos.

• MIT OpenCourseWare
• On-Demand
• Free Online Course

Microcredential

Linear Algebra for Data Science Using Python

33 ratings at Coursera

Explore data science foundations through Python, covering linear algebra concepts, matrix operations, and regression models. Gain practical skills for analyzing large datasets and solving real-world problems.

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

Introduction to Linear Algebra and Python

16 ratings at Coursera

Learn linear algebra fundamentals and Python programming for data science applications, covering matrices, vector equations, and real-world problem-solving techniques.

• Coursera
• 12 hours 2 minutes
• On-Demand
• Paid Course

Beginner - Expert Linear Algebra, with Practice in Python.

55 ratings at Udemy

Master Linear Algebra, with clear and concise explanations, Practical Examples in various domains like Machine Learning.

• Udemy
• 19 hours 38 minutes
• On-Demand
• Paid Course

Introduction to Linear Algebra

40 ratings at Coursera

Explore geometric vectors, lines, planes, matrices, determinants, and eigentheory. Gain practical skills in solving systems of equations and understanding linear transformations, with applications in various fields.

• Coursera
• 1 day 12 hours 14 minutes
• On-Demand
• Paid Course

Math for AI beginner part 1 Linear Algebra

33 ratings at Coursera

Explore essential linear algebra concepts for AI, including machine learning and deep learning algorithms, to build a strong foundation for understanding and applying AI techniques.

• Coursera
• 7 hours 1 minute
• On-Demand
• Paid Course

Machine Learning Foundations: Linear Algebra

1077 ratings at LinkedIn Learning

Explore the fundamentals of linear algebra, the mathematical foundation of machine learning algorithms.

• LinkedIn Learning
• 1 hour 21 minutes
• On-Demand
• Free Trial Available

Fundamental Linear Algebra Concepts with Python

18 ratings at Coursera

In this course, you'll be introduced to finding inverses and matrix algebra using Python. You will also practice using row reduction to solve linear equations as well as practice how to define linear transformations. Let's get started!

• Coursera
• 10 hours 34 minutes
• On-Demand
• Paid Course