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Data science

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Community Insights: Overcoming Medical Class Imbalance with Synthetic Data

An interview with one of Gretel's users on why medical practitioners turn to synthetic data when overcoming challenges with clinical data.
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Comprehensive Data Cleaning for AI and ML

Learn to prepare tabular data for AI and ML with an end-to-end data cleaning workflow.
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Copyright (©) 2023 Gretel

Gretel GPT Sentiment Swap

Let’s fine tune and prompt a large language model to swap the sentiment of product reviews!
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How to Safely Query Enterprise Data with Langchain Agents + SQL + OpenAI + Gretel

How combining agent-based methods, LLMs, and synthetic data enables natural language queries for databases and data warehouses, sans SQL.
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Optimize the Llama-2 Model with Gretel’s Text SQS

How Gretel's data quality analysis tools for evaluating generated text can help you optimize the performance LLMs, like the Llama-2 model.
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