To truly become an expert in GenAI Ops, the key is not just knowing what to learn, but how to learn it and apply it effectively. The journey begins with gaining a broad understanding of foundational concepts such as prompt engineering, Retrieval-Augmented Generation (RAG), and AI agents. However, your focus should gradually shift to mastering the intersection of Large Language Models (LLMs) and AI agents with operational frameworks – LLMOps and AgentOps. These fields will enable you to build, deploy, and maintain intelligent systems at scale.
Here’s a structured, week-by-week GenAI Ops Roadmap to mastering these domains, emphasizing how you will move from learning concepts to applying them practically.
Click here to download the GenAI Ops roadmap!
Establish a comprehensive understanding of how language models process prompts, interpret language and generate precise and meaningful responses. This week lays the foundation for effectively communicating with LLMs and harnessing their potential in various tasks.
Week 1: Learn the Basics of Prompting
Understanding LLMs
Prompting Techniques
Practical Step
- Use platforms …