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Building an Agentic AI Data Science Team with LLMs: A Multi-Agent Machine Learning Workflow

中文摘要

本文介绍如何利用大语言模型构建多智能体系统,通过模拟数据科学团队来自动化机器学习流程,涵盖问题建模、特征工程、模型训练及评估。

English Summary

This article describes building a multi-agent system using LLMs to automate machine learning workflows, including problem framing, feature engineering, model training, and evaluation.

原文节选

How I designed a multi-agent system that frames machine learning problems, engineers features, trains and evaluates models, performs… Continue reading on Medium »