Step 1: TheoryTheory Article
Max Pooling Layer Overview
Study the core concepts and background material for this learning item.
Step 2: PracticeDeep-ML Challenge
Max Pooling Exercise
Solve the challenges and apply your knowledge interactively.
Medium20 min estimated study
Overview
Downsample feature map shapes using sliding maximum window operations.
Learning Objectives
- Reduce spatial map dimensions using max pools
- Track maximum indices for sub-sampling gradients
Prerequisites
Item #156Conv2D Layer Forward Pass
LockedTracking Control
Completion Reward+200 XP
Study Checklist
Studied theory resource
Completed practice exercise