The Ultimate Guide to AI/ML Hosting and Choosing the Best Platform
The Ultimate Guide to AI/ML Hosting: GPUs, VRAM, and Choosing the Best Platform (AWS vs. Google vs. HuggingFace) The Ultimate Guide to AI/ML Hosting: GPUs, VRAM, and Choosing the Best Platform (AWS vs. Google vs. HuggingFace) You can read our previous article of the blog How to Implement Favicons for Better Branding and User Experience Hosting is one of the most important decisions when building AI/ML applications. Unlike normal websites, AI workloads involve running large models, serving real-time predictions, processing huge datasets, or even training LLMs. Most production-level AI apps—like those running on large language models (LLMs) or agentic AI—demand security, high performance, and scalability. This requires heavy computation, high-performance GPUs, fast storage, and enterprise-grade scalability and security. As a beginner, while exploring hosting options for AI applications, there are a few key parameters that stand out as essential: ...