Free resources for learning linear algebra

Keep in mind, the resources below will provide you with lessons and intuition, but it's not enough to watch videos, you must also engage with problems. You can find problem sets in the textbooks linked below. For intuition, I recommend watching this playlist by 3Blue1Brown throughout your first course. For example, if you're about to learn about determinants, you would start by watching 3Blue1Brown's video on determinants, which you would then follow with another, more formal lesson. After you feel comfortable with the topic, you would then do some practice problems before moving to the next topic.


Resources for a first course:


Resources for a second course:


Misc. resources:


Textbooks: