Week 1: GPU Architecture & CUDA

7 lessons · Week 1 of 10

Lessons

• Day 1: Why ML Needs Compilers
• Day 2: GPU Architecture
• Day 3: CUDA Programming Basics
• Day 4: Memory Coalescing & Shared Memory
• Day 5: CUDA Profiling & Roofline
• Day 6: Matrix Multiply — Naive to Tiled
• Day 7: Mini-Project — GEMM