What you'll learn

Data documentation is time-consuming, repetitive, and often deprioritized in favor of pipeline development. Data assets end up being poorly described, inconsistently labelled, and difficult for anyone outside of the team to understand or trust. In this course, LLMs for Data Documentation, you’ll gain the ability to use large language models to scale and automate data documentation across your organization. First, you’ll explore how to use LLMs (large language models) to generate automated data documentation that improves the accessibility and usability of your data. Next, you’ll discover how to enrich metadata using LLMs to ensure consistency and clarity. Finally, you’ll learn how to build documentation pipelines that automate and scale documentation generation across your data workflows. When you’re finished with this course, you’ll have the skills to automate your documentation workflows, reduce manual overheads, and ensure your data assets remain accurate and accessible as pipelines grow.