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1. Your Personal Analytics Toolbox

   Leveraging MCP for automating your daily routine. This article explores the Model Context Protocol (MCP) and demonstrates how to build a toolkit for analysts using it, including creating a local MCP server with useful tools and integrating it with AI tools like Claude Desktop.

   2025-07-08 Tags: mcp, model context protocol, agents, analytics, automation, python, hugging face, gradio, llm, data science by klotz
2. LLMs + Pandas: How I Use Generative AI to Generate Pandas DataFrame Summaries

   Local Large Language Models can convert massive DataFrames to presentable Markdown reports — here's how.

   2025-06-03 Tags: data science, generative ai, llm, pandas, python by klotz
3. iryna-kondr/scikit-llm: Seamlessly integrate powerful language models like ChatGPT into scikit-learn for enhanced text analysis tasks.

   https://medium.com/@fareedkhandev/scikit-llm-sklearn-meets-large-language-models-11fc6f30e530

   2023-07-18 Tags: sklearn, llm, python, scikit-llm, github, medium, data science by klotz
4. Scikit-LLM: Sklearn Meets Large Language Models | by Fareed Khan | May, 2023 | Medium

   https://github.com/iryna-kondr/scikit-llm

   2023-07-18 Tags: sklearn, llm, python, scikit-llm, github, medium, data science by klotz

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