Title: Week 03 Resources
Course: AIINFRA 100: AI Systems & Development Environments > Section: Week 03 — Computational Resources: CPUs, GPUs, TPUs, and VRAM

📚 Resources

- Title: CPU vs GPU vs TPU vs NPU: AI Hardware Architecture Guide 2025: https://www.thepurplestruct.com/blog/cpu-vs-gpu-vs-tpu-vs-npu-ai-hardware-architecture-guide-2025
- Title: TPUs vs. GPUs: What's the Difference? (Pure Storage Blog): https://blog.purestorage.com/purely-technical/tpus-vs-gpus-whats-the-difference/
- Title: NVIDIA NVLink & NVLink Switch for Advanced Multi-GPU Communication (official NVIDIA page): https://www.nvidia.com/en-us/data-center/nvlink/
- Title: AI Inference vs Training: GPU Selection and Cost (RunPod): https://www.runpod.io/articles/guides/ai-inference-vs-training-gpu-guide
- Title: Google Colab: Using Free GPU / TPU (official Colab notebook): https://colab.research.google.com/notebooks/gpu.ipynb