Step 1: TheoryDocumentation
Pipeline Architectures in Scikit-Learn
Study the core concepts and background material for this learning item.
Step 2: PracticeKaggle Workbook
Pipelines Exercise
Solve the challenges and apply your knowledge interactively.
Medium25 min estimated study
Overview
Structure training operations into a single deployable object.
Learning Objectives
- Construct composite Pipeline pipelines
- Prevent processing leaks
Prerequisites
Item #32Categorical Variables
LockedTracking Control
Completion Reward+250 XP
Study Checklist
Studied theory resource
Completed practice exercise