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Phase I: Hardware & Compute Foundations
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
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