DevOps + LLM +AI Project w/ Docker, Kubernetes, vLLM | Resume Project for Beginners Vishakha Sadhwani
13.8K views · 526 likes · 4 months ago
Learn vLLM — Free Video Roadmap
A step-by-step path through the best free vLLM videos on YouTube — beginner to advanced, in the order that actually makes sense. YouTube channels teaching vLLM, the high-throughput LLM inference and serving engine. Learn PagedAttention, serving open-weight models efficiently, batching, and deploying production LLM endpoints.
To learn vLLM in 2026, follow this order: start with a beginner crash course, then a full course, then advanced deep dives. This roadmap sequences 21 of the best free YouTube videos — beginning with "DevOps + LLM +AI Project w/ Docker, Kubernetes, vLLM | Resume Project for Beginners" by Vishakha Sadhwani (13,841 views).
Explore vLLM
Step 1
Start Here
Beginner-friendly vLLM intros and crash courses
1:48:57 How LLM Serving Works: An Introduction to vLLM and SGLang Vizuara
8.5K views · 119 likes · 22 days ago
54:14 vLLM - 01. Introduction : C'est quoi ? (modèles, inférences, cache) xavki
4.5K views · 142 likes · 4 months ago
13:09 
8:35 Step 2
Core Skills
Full courses and comprehensive vLLM tutorials
2:00 Serve Your Own LLM with vLLM & SGLang | Live Bootcamp on Maven Vizuara
455.6K views · 34 likes · 18 days ago
51:00 AI Infrastructure Explained (GPUs, vLLM, and LLM-D) KodeKloud
133K views · 3.5K likes · 2 months ago
1:23:51 Bare Metal vLLM on an NVIDIA DGX Spark Cluster - Qwen3.5 122B-A10B-FP8 at full context! YourAvgDev
15.3K views · 258 likes · 7 months ago
1:32:21 
1:26:35 End to End Production-Grade LLM Serving with vLLM on Azure AKS | Terraform + NVIDIA GPU Operator Sunny Savita
6K views · 226 likes · 3 months ago
2:36:28 MLOps #3 | Model Serving at Scale: BentoML, Triton & vLLM + Canary and Shadow Deployments MLOps MENA Community
5.1K views · 86 likes · 2 months ago
Step 3
Advanced & Deep Dives
Go deeper into vLLM internals and real-world use
5:03 How inference works at scale? vLLM and SGLang inference engines Vizuara
263.7K views · 31 likes · 5 days ago
2:12 Optimize, deploy, and benchmark an open-source LLM with vLLM DeepLearningAI
7.8K views · 143 likes · 5 months ago
29:33 vLLM Deep Dive for MLOps & LLMOps | Real-World Production Explanation I'am Rajinikanth Vadla
6.4K views · 20 likes · 10 months ago
1:22:57 AI Agent Inference Performance Optimizations + vLLM vs. SGLang vs. TensorRT w/ Charles Frye (Modal) AI Performance Engineering
2.6K views · 62 likes · 1 year ago
23:55 Gemma 4 Deep Dive: Local LLM with Ollama, vLLM & llama.cpp Kubesimplify
1.8K views · 43 likes · 5 months ago
Step 4
Stay Current
The freshest vLLM videos from the last 6 months
5:52 
10:36 Llama.cpp vs vLLM: Which Local LLM Engine Actually Scales? IBM Technology
66.3K views · 2.2K likes · 3 months ago
2:29 
11:06 How to Self-Host an LLM: Local AI Inference with vLLM IBM Developer
10.5K views · 147 likes · 1 month ago
19:29 VLLM கத்துகலாம்🔥| Run LLMs Faster & Handle 1000s of Requests! தமிழில் AI with Thiru
9.1K views · 134 likes · 3 days ago