MLOps vs LLMOps: What Actually Changes in Production #MLOps #LLMOps #GenerativeAI #GenAI

Description

What is the difference between MLOps and LLMOps in real production systems? In this video, we explain how LLMOps extends MLOps and what actually changes when deploying Generative AI. As Generative AI moves into production, many teams realize that traditional MLOps is no longer enough. In this video, we explain the real differences between MLOps and LLMOps, and what actually changes when building, deploying, and operating Generative AI systems. You will learn: - What MLOps focuses on in traditional ML systems? - Why LLM-based systems introduce new challenges? - What LLMOps adds on top of MLOps? - How prompts, data, and models are managed in GenAI? - Why monitoring GenAI systems is fundamentally different? - What this means for AI and GenAI engineering careers? This video is part of Practical GenAI, a channel focused on real-world Generative AI, MLOps, and AI career insights for working professionals. Subscribe to Practical GenAI for weekly videos on: GenAI • MLOps • LLMOps • AI Careers #MLOps #LLMOps #GenerativeAI #GenAI #AIInProduction #AIEngineering #MachineLearning #AIOperations #PracticalGenAI