P
📊Analyse de donnéesIntermediateAll AIs

Build a feature engineering pipeline

Create reproducible preprocessing pipelines

Paste in your AI

Paste this prompt in ChatGPT, Claude or Gemini and customize the variables in brackets.

Build a scikit-learn Pipeline for a [classification/regression] task with the following preprocessing steps: impute missing values in [numerical columns] with median, scale with RobustScaler, encode [categorical columns] with OneHotEncoder, and apply polynomial features of degree 2 to [key columns]. Make the pipeline serializable with joblib.

Personalize this prompt with Léa

Answer 3 questions and Léa tailors the prompt to your situation.

Use Cases

Create reproducible preprocessing pipelines

Learn more

Check the full skill on Prompt Guide to master this technique from A to Z.

View on Prompt Guide

📬 Get new prompts every week

Join our newsletter and never miss a prompt.

Similar Prompts

Multichannel marketing data analysis

Complete multichannel marketing performance analysis with ROI calculation, attribution models, and budget optimization.

0229

Choose the right visualization for your data

Guide the choice of optimal chart type based on data, audience, and message to communicate.

0206
📊Analyse de donnéesIntermediateAll AIs

Web analytics metrics analysis

Comprehensive web analytics metrics analysis to understand visitor behavior and identify optimization areas.

0203

Create your first dashboard in Excel

Step-by-step guide to create your first professional Excel dashboard with no advanced knowledge required.

0283