Automating Feature Engineering using AI: A Comprehensive Python Tutorial
#Automate #Feature #Engineering #Python #Tutorial
I’m excited to share how to create your own feature engineering agent to automate data science tasks using AI. I’ll walk you through the code and demonstrate how this agent can streamline processes like data cleaning and feature engineering, specifically for customer churn modeling. I encourage you to check out the GitHub repo linked in the video and give it a star! Additionally, I’ll be sharing more tips through my AI tips newsletter, so be sure to register for that.
RESOURCES AND LINKS:
👉 Get The Python Code Shown In The Video (& Join My AI-Tips Newsletter):
https://learn.business-science.io/free-ai-tips?el=youtube
Code Folder: /004_automate_feature_engineering_copilot
👉 Python AI Data Science Team On GitHub (Give it a Star): https://github.com/business-science/ai-data-science-team
👉 Generative AI Bootcamp (Paid 8-Week Program): https://learn.business-science.io/generative-ai-bootcamp-enroll
👉 Follow me on social:
https://www.linkedin.com/in/mattdancho/
https://x.com/mdancho84
https://www.threads.net/@matt_dancho
Table of Contents
00:00 Introduction to AI Feature Engineering Agents
02:02 Building the Feature Engineering Agent
06:00 Running the Feature Engineering Agent
09:00 Evaluating the Results
13:00 Next Steps
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