Instructional Video17:15
3Blue1Brown

Eigenvectors and eigenvalues | Essence of linear algebra, chapter 14

12th - Higher Ed
Eigenvalues and eigenvectors are one of the most important ideas in linear algebra, but what on earth are they?
Instructional Video16:45
3Blue1Brown

Abstract vector spaces | Essence of linear algebra, chapter 11

12th - Higher Ed
What is a vector space? Even though they are initial taught in the context of arrows in space, or with vectors being lists of numbers, the idea is much more general and far-reaching.
Instructional Video17:00
3Blue1Brown

Eigenvectors and eigenvalues: Essence of Linear Algebra - Part 14 of 15

12th - Higher Ed
Eigenvalues and eigenvectors are one of the most important ideas in linear algebra, but what on earth are they?
Instructional Video13:10
3Blue1Brown

Cross products in the light of linear transformations | Essence of linear algebra chapter 11

12th - Higher Ed
The formula for the cross product can feel like a mystery, or some kind of crazy coincidence. But it isn't. There is a fundamental connection between the cross product and determinants.
Instructional Video4:41
3Blue1Brown

Three-dimensional linear transformations: Essence of Linear Algebra - Part 5 of 15

12th - Higher Ed
How to think of 3x3 matrices as transforming 3d space
Instructional Video16:45
3Blue1Brown

Abstract vector spaces: Essence of Linear Algebra - Part 15 of 15

12th - Higher Ed
What is a vector space? Even though they are initial taught in the context of arrows in space, or with vectors being lists of numbers, the idea is much more general and far-reaching.
Instructional Video12:22
3Blue1Brown

Change of basis: Essence of Linear Algebra - Part 13 of 15

12th - Higher Ed
What is a change of basis, and how do you do it?
Instructional Video12:50
3Blue1Brown

Change of basis | Essence of linear algebra, chapter 13

12th - Higher Ed
What is a change of basis, and how do you do it?
Instructional Video14:11
3Blue1Brown

Dot products and duality | Essence of linear algebra, chapter 7

12th - Higher Ed
What is the dot product? What does it represent? Why does it have the formula that it does? All this is explained visually.
Instructional Video14:11
3Blue1Brown

Dot products and duality | Essence of linear algebra, chapter 9

12th - Higher Ed
What is the dot product? What does it represent? Why does it have the formula that it does? All this is explained visually.
Instructional Video13:09
3Blue1Brown

Cross products in the light of linear transformations | Essence of linear algebra chapter 8 part 2

12th - Higher Ed
The formula for the cross product can feel like a mystery, or some kind of crazy coincidence. But it isn't. There is a fundamental connection between the cross product and determinants.
Instructional Video4:27
3Blue1Brown

Nonsquare matrices as transformations between dimensions | Essence of linear algebra, chapter 8

12th - Higher Ed
How do you think about a non-square matrix as a transformation?
Instructional Video17:15
3Blue1Brown

Eigenvectors and eigenvalues | Essence of linear algebra, chapter 10

12th - Higher Ed
Eigenvalues and eigenvectors are one of the most important ideas in linear algebra, but what on earth are they?
Instructional Video12:08
3Blue1Brown

Inverse matrices, column space and null space: Essence of Linear Algebra - Part 7 of 15

12th - Higher Ed
How do you think about the column space and null space of a matrix visually? How do you think about the inverse of a matrix?
Instructional Video13:09
3Blue1Brown

Cross products in the light of linear transformations: Essence of Linear Algebra - Part 11 of 15

12th - Higher Ed
The formula for the cross product can feel like a mystery, or some kind of crazy coincidence. But it isn't. There is a fundamental connection between the cross product and determinants.
Instructional Video16:46
3Blue1Brown

Abstract vector spaces | Essence of linear algebra, chapter 15

12th - Higher Ed
What is a vector space? Even though they are initial taught in the context of arrows in space, or with vectors being lists of numbers, the idea is much more general and far-reaching.
Instructional Video12:08
3Blue1Brown

Inverse matrices, column space and null space | Essence of linear algebra, chapter 6

12th - Higher Ed
How do you think about the column space and null space of a matrix visually? How do you think about the inverse of a matrix?
Instructional Video13:46
3Blue1Brown

Dot products and duality: Essence of Linear Algebra - Part 9 of 15

12th - Higher Ed
What is the dot product? What does it represent? Why does it have the formula that it does? All this is explained visually.
Instructional Video4:26
3Blue1Brown

Nonsquare matrices as transformations between dimensions | Essence of linear algebra, footnote

12th - Higher Ed
How do you think about a non-square matrix as a transformation?
Instructional Video12:50
3Blue1Brown

Change of basis | Essence of linear algebra, chapter 9

12th - Higher Ed
What is a change of basis, and how do you do it?
Instructional Video10:02
3Blue1Brown

The determinant: Essence of Linear Algebra - Part 6 of 15

12th - Higher Ed
The determinant has a very natural visual intuition, even though it's formula can make it seem more complicated than it really is.
Instructional Video10:03
3Blue1Brown

Matrix multiplication as composition | Essence of linear algebra, chapter 4

12th - Higher Ed
How to think about matrix multiplication visually as successively applying two different linear transformations.
Instructional Video4:23
3Blue1Brown

Nonsquare matrices as transformations between dimensions: Essence of Linear Algebra - Part 8 of 15

12th - Higher Ed
How do you think about a non-square matrix as a transformation?
Instructional Video10:02
3Blue1Brown

The determinant | Essence of linear algebra, chapter 5

12th - Higher Ed
The determinant has a very natural visual intuition, even though it's formula can make it seem more complicated than it really is.