Sign in
Free Beginner Maths

Linear Algebra

The maths underneath all of it, free forever.

Vectors, matrices, transformations and eigenvectors, taught in the order that makes them make sense. Every model you will later train is linear algebra with a loop around it, and this is where that stops being a slogan.

Khan Academy with Khan Academy
Go to course on Khan Academy

Listed by AI Review Rating. We are not affiliated with Khan Academy and earn nothing from this link.

Linear Algebra

About Khan Academy

Khan Academy logo

Khan Academy is a non-profit publishing free lessons and graded exercises across mathematics and science. Its linear algebra and statistics tracks are the mathematical foundation that machine learning assumes.

Open the course All Khan Academy courses

Course overview

Free, self-paced, exercise-driven, and it does not assume you remember any of it from school.

What you will learn

  • Work confidently with vectors, matrices and their operations
  • See a matrix as a transformation rather than a grid of numbers
  • Understand eigenvalues and eigenvectors and why they keep appearing
  • Follow the linear algebra in a machine learning paper

Who this course is for

Anyone heading into machine learning the other prerequisite
Self-taught engineers the maths you routed around and now need

Course details

FormatVideo lessons with graded exercises
LevelBeginner
PriceFree
Time40 hours
CertificateNo certificate

Learner ratings

No ratings yet. We publish an average once 3 members have rated it, so one opinion never reads as a score.

Taken this course? Sign in or create a free account to rate it. Ratings are members-only so one person cannot set the average.

More courses like this