MLOps Academy · Lesson

How LLMOps Differs from Classic MLOps

Prompts, context, and non-determinism change the game.

A New Flavor of MLOps

You already know MLOps. LLMOps is the same discipline aimed at large language models, where prompts and context matter as much as weights. 🤖

You Often Do Not Train

In classic ML you train a model. In LLMOps you usually call a pre-trained model behind an API, so your real work shifts to prompting and orchestration.

All lessons in this course

  1. How LLMOps Differs from Classic MLOps
  2. Version Prompts and Evaluate Outputs
  3. Trace and Monitor LLM Calls
  4. Guardrails and RAG Evaluation
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