Build Effective Machine Learning Models with ChatGPT: Modeling & EDA Insights (Part 2) 📊

𝗕𝘂𝗶𝗹𝗱𝗶𝗻𝗴 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗠𝗼𝗱𝗲𝗹𝘀 𝘄𝗶𝘁𝗵 𝗖𝗵𝗮𝘁𝗚𝗣𝗧 - 𝗣𝗮𝗿𝘁 𝟮

While building a machine learning model based on prompts, can ChatGPT share detailed Modeling Process and EDA?

Short Answer: Yes, absolutely, it can. Just ask. ✅
If you need something done in a particular way, just instruct. ✅

See video: 𝘽𝙪𝙞𝙡𝙙𝙞𝙣𝙜 𝙈𝙖𝙘𝙝𝙞𝙣𝙚 𝙇𝙚𝙖𝙧𝙣𝙞𝙣𝙜 𝙈𝙤𝙙𝙚𝙡 𝙬𝙞𝙩𝙝 𝘾𝙝𝙖𝙩𝙂𝙋𝙏 𝙋𝙧𝙤𝙢𝙥𝙩𝙨
https://youtu.be/v_Z9F60QymA

In that video it seemed as if I had directly jumped into model building without any process or EDA. That was by design in the interest of video length. Hoping to cover some of the detailed steps, tips, tricks, and workarounds in succeeding parts.

Prompt and Instructions
I have now removed the 'do-not-share-detailed-update' instruction and replaced it with the following instruction.

𝘚𝘩𝘢𝘳𝘦 𝘵𝘩𝘦 𝘮𝘰𝘥𝘦𝘭𝘪𝘯𝘨 𝘱𝘳𝘰𝘤𝘦𝘴𝘴 𝘺𝘰𝘶 𝘸𝘪𝘭𝘭 𝘧𝘰𝘭𝘭𝘰𝘸. 𝘊𝘢𝘳𝘳𝘺 𝘰𝘶𝘵 𝘥𝘦𝘵𝘢𝘪𝘭𝘦𝘥 𝘌𝘋𝘈 𝘢𝘯𝘥 𝘴𝘩𝘢𝘳𝘦 𝘳𝘦𝘴𝘶𝘭𝘵𝘴, 𝘱𝘭𝘰𝘵𝘴, 𝘢𝘯𝘥 𝘥𝘪𝘴𝘵𝘳𝘪𝘣𝘶𝘵𝘪𝘰𝘯𝘴. 𝘓𝘦𝘵 𝘮𝘦 𝘳𝘦𝘷𝘪𝘦𝘸 𝘵𝘩𝘰𝘴𝘦 𝘣𝘦𝘧𝘰𝘳𝘦 𝘺𝘰𝘶 𝘣𝘶𝘪𝘭𝘥 𝘵𝘩𝘦 𝘮𝘰𝘥𝘦𝘭."

.... And see the magic 🪄

About Me
Decision sciences specialist with 20+ years of hands-on experience. Proven track record of delivering over USD 36M in bottom-line impact. Proficient in Python, SAS, and more. Experienced GenAI implementor, developing AI-based applications with OpenAI API, Python RAG Framework, JavaScript , LangChain.

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