🏁 Model Pipeline Race

Build a complete ML deployment pipeline from training to production!

Time Elapsed: 00:00
Race against the clock to deploy your model!
📊
Data Prep
In Progress
🤖
Model Training
Locked
📦
Containerize
Locked
🔌
Create API
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☁️
Deploy
Locked
📈
Monitor
Locked
Stage 1: Data Preparation
Your first task is to prepare the data pipeline. Arrange these ETL steps in the correct order:

Available Steps:

Data Validation
Extract from Source
Transform & Clean
Split Train/Test
Feature Engineering
Scale Features

Your Pipeline (drag here in order):

Drag steps here in the correct order...
🏆 Pipeline Champions
You Current --:--
Sarah Chen 🥇 04:32
Mike Johnson 🥈 05:15
Emma Davis 🥉 05:48