What are the building blocks of AI? | NVIDIA’s AI Infrastructure Stack Explained
Автор: Abdul Jabbar
Загружено: 2026-01-25
Просмотров: 241
Описание:
In this video, I break down the fundamentals of NVIDIA’s AI infrastructure stack in a beginner-friendly and structured way. If you’ve ever wondered why traditional data centers can’t handle AI workloads, or how NVIDIA powers large-scale AI training and inference, this video is for you.
We start from first principles - what AI infrastructure actually is and why it’s different from general-purpose computing - and then build up layer by layer using a simple AI factory mental model.
What you’ll learn in this video:
0:00 Introduction
3:43 Why do we need AI Infra or Why is traditional infra not enough?
5:33 AI Infra vs General Purpose Infra?
7:46 What is AI Infra?
9:14 What is an AI Factory?
11:05 Nvidia AI Data Platform
11:48 GPUDirect Storage
13:38 Nvidia Grace CPU
14:32 CPUs vs GPUs vs DPUs
15:10 GPU Architectures
15:48 Nvidia Blackwell & Grace Hopper
16:14 DPUs
18:16 Interconnects - PCIe
19:15 NVlink vs NVSwitch
Resources:
https://www.nvidia.com/en-in/glossary...
https://www.nvidia.com/en-us/technolo...
https://developer.nvidia.com/blog/nvi...
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