Step 1: TheoryTheory Article
KNN Classifier Algorithm
Study the core concepts and background material for this learning item.
Step 2: PracticeDeep-ML Challenge
Implement K-Nearest Neighbors
Solve the challenges and apply your knowledge interactively.
Medium20 min estimated study
Overview
Construct K-Nearest Neighbors predictions using distance sorting.
Learning Objectives
- Formulate Euclidean distance vectors
- Aggregated top-k voting labels
Prerequisites
Item #44Decision Tree Learning
LockedTracking Control
Completion Reward+200 XP
Study Checklist
Studied theory resource
Completed practice exercise