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Prompts for Cleaning and Processing Data with AI
- cccybernetic 3y agoA blog on using using LLMs to clean, process, and enrich data. It includes prompts and code snippets. The post draws on my experiences and two really interesting papers: - Can Foundation Models Wrangle Your Data? (https://arxiv.org/abs/2205.09911 https://arxiv.org/abs/2205.09911) - Large Language Models as Data Preprocessors (https://arxiv.org/abs/2308.16361 https://arxiv.org/abs/2308.16361) I cover: - Error and Anomaly Detection - Enriching Data with LLMs - Matching Data Labels - Identifying Matching Records Thank you and I'd appreciate your feedback.
- deleted 3y ago[deleted]