AI playbook
The Artificial Intelligence (AI) Playbook provides enterprise software engineers with solutions, capabilities, and code developed to solve real-world AI problems.
Working with Large Language Models (LLMs)
Overview
Concept
- Understanding large language models (LLMs)
- Defining and understanding LLM evaluation metrics
- Evaluating the performance of LLM summarization prompts
- Security guidance for Large Language Models
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Architecture
AI engineering
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Concept
- Understanding production AI building blocks
- Understanding data curation and management for AI projects
- AI model deployment
- Understanding machine learning pipelines
- Using MLOps to manage the AI lifecycle
- Understanding and adapting to data drift