Season
- Season 4 2019-03-31
- Season 3 2017-10-05
- Season 2 2017-04-28
- Season 1 2016-08-06
Episode
- Episode 1: Vectors, what even are they?
- Episode 2: Linear combinations, span, and basis vectors
- Episode 3: Linear transformations and matrices
- Episode 4: Matrix multiplication as composition
- Episode 5: Three-dimensional linear transformations
- Episode 6: The determinant
- Episode 7: Inverse matrices, column space and null space
- Episode 8: Nonsquare matrices as transformations between dimensions
- Episode 9: Dot products and duality
- Episode 10: Cross products
- Episode 11: Cross products in the light of linear transformations
- Episode 12: Cramer's rule, explained geometrically
- Episode 13: Change of basis
- Episode 14: Eigenvectors and eigenvalues
- Episode 15: A quick trick for computing eigenvalues
- Episode 16: Abstract vector spaces
3Blue1Brown Series Essence of linear algebra Dot products and duality
3Blue1Brown is a channel about animating math, in all senses of the word animate.
