Algebra Courses and Certifications

Linear Algebra for Machine Learning

Learn the linear algebra concepts behind machine learning.

• edX
• 4 weeks, 2-5 hours a week
• On-Demand
• Free Online Course (Audit)

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

Discrete Math Series : Set Theory & Algebra masterclass

152 ratings at Udemy

Learn Discrete Mathematics from scratch as Discrete Mathematics form the core of Computer Science

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

Basic Math: Algebra

Master linear algebra fundamentals including systems of equations, matrices, determinants, and Cramer's rule through practical problem-solving methods.

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

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

Digital Electronics Made Easy - Boolean Algebra till FSMs

73 ratings at Udemy

Master digital electronics fundamentals, from Boolean algebra to finite state machines, with practical applications and industry insights for a strong foundation in electronic design.

• Udemy
• 7 hours 5 minutes
• On-Demand
• Paid Course

Matrix Algebra Explained

63 ratings at Udemy

Master Matrix Algebra Using Step by Step Lessons and Prepare yourself for Linear Algebra! Over 400 Practice Questions

• Udemy
• 8 hours 41 minutes
• On-Demand
• Paid Course