Step 1: TheoryResearch Paper
Batch Normalization Paper
Study the core concepts and background material for this learning item.
Step 2: PracticeDeep-ML Challenge
Implement Batch Normalization BCHW
Solve the challenges and apply your knowledge interactively.
Medium25 min estimated study
Overview
Stabilize intermediate activations using batch normalization scaling.
Learning Objectives
- Formulate mean variance normalization
- Scale parameters using gamma and beta
Prerequisites
Item #58Adam Optimizer Implementation
LockedTracking Control
Completion Reward+250 XP
Study Checklist
Studied theory resource
Completed practice exercise