Recommendation System Case Study: Netflix/Amazon Style (Real World)
Recommendation Systems (Case Study)
I used to think recommendations are magic. Actually, it’s patterns from user behavior.
Two Common Approaches
- Collaborative Filtering: users like you also liked…
- Content-Based: recommend similar items
What I Track
- Clicks, watch time, purchases
- User-item interaction matrix
- Cold start problem
