個案資料
了解個案內容與學習目標，選擇授課教師及使用課程。
Chateau Winery (B): Supervised Learning
內容大綱
This case builds directly on Chateau Winery (A). In this case Bill Booth, marketing manager of a regional wine distributor, shifts to supervised learning techniques to try to predict which deals he should offer to customers based on the purchasing behavior of those customers closest to them. Topics include: Supervised learning; collaborative filtering; K-nearest neighbor as a modeling technique; collaborative filtering with cosine similarity of customers; collaborative filtering with cosine similarity of products; comparison of different prediction models.