Step 1: TheoryTheory Article
Batch Normalization Derivation
Study the core concepts and background material for this learning item.
Step 2: PracticeKaggle Workbook
Dropout and Batch Normalization Exercise
Solve the challenges and apply your knowledge interactively.
Medium20 min estimated study
Overview
Stabilize network parameter training using dropout and batch norm layers.
Learning Objectives
- Apply dropout probability drops
- Implement batch norm scaling
Prerequisites
Locked
Tracking Control
Completion Reward+200 XP
Study Checklist
Studied theory resource
Completed practice exercise