Name: GPU & CUDA
Author: Learn AI Visually

Question 1

What is the GPU & CUDA track?

Accepted Answer

Nine interactive modules covering why GPUs exist, the execution model, memory hierarchy, the roofline model, memory access patterns, tiling and matrix multiply, tensor cores, operator fusion, and Triton + torch.compile.

Question 2

Do I need a GPU to take this track?

Accepted Answer

No — all modules are browser-based simulations.

Question 3

Is this CUDA-specific or general GPU?

Accepted Answer

Both. The concepts are general GPU architecture; the code examples use CUDA and Triton.