**TRANSFORMATIVE MATRICES**

Our *Transformative Matrices* graphic story provides an overview of neural networks and how they work.

See also:

*Munchable Matrices*graphic story*Understanding Neural Networks*infographic*Mathematics of Neural Networks*infographic

# COVER

^{See Gadanidis, Li, & Tan (2024)}_{ }

# PAGE 1: Matrix operations transform space

# PAGE 2

# PAGE 3

# PAGE 4: Mare abstract transformations

# DO THE MATH

- Complete the matrix operations shown below.
- What is the effect of each transformation?

# PAGE 5: Seeing the big picture

# PAGE 6: Stretching transformations

# DO THE MATH

Describe in words the effect of each of the transformations below.

Show a diagram to illustrate the effect.

# PAGE 7: Algebra makes it easier

# PAGE 8: Linear algebra

# PYTHON ANIMATION

## See the Python code

**Binder**

**Google CoLab** [>18 years old or district license]

# REFLECT

**What did you learn?**

- What did you learn about matrix transformations?
- What was most interesting to you?
- What surprised you?
- What else do you want to know?