Amazon's recommendation engine significantly relies on the K-Nearest Neighbors (KNN) algorithm, a supervised learning method used for classification and regression. By evaluating user's behavior, product attributes, and historical transactions, KNN helps identify similar users and products, providing context-aware suggestions.
Table of contents
What Is KNN in Data Science?How KNN Powers Amazon’s Recommendation Engine?Why KNN Fits Amazon’s Needs?Challenges of KNN in Large-Scale SystemsSort: