# Öneri Sistemleri

Canonical: https://manyspace.aporia.systems/tr/subjects/ai/recommender-systems-112
Updated: 2026-10-13

Öneri Sistemleri: yaklaşık 8 saat. Her konu önce neye ihtiyaç olduğunu ve neyi açtığını listeler.

## Framing

- [The Recommendation Problem](https://manyspace.aporia.systems/tr/topics/the-recommendation-problem-aiml-rec-001)

## Methods

- [Collaborative Filtering](https://manyspace.aporia.systems/tr/topics/collaborative-filtering-aiml-rec-002)
- [Matrix Factorization for Recommendation](https://manyspace.aporia.systems/tr/topics/matrix-factorization-for-recommendation-aiml-rec-003)
- [Two-Tower Retrieval Models](https://manyspace.aporia.systems/tr/topics/two-tower-retrieval-models-aiml-rec-004)
- [Cold Start and Content-Based Recommendation](https://manyspace.aporia.systems/tr/topics/cold-start-and-content-based-recommendation-aiml-rec-008)
- [Learning to Rank](https://manyspace.aporia.systems/tr/topics/learning-to-rank-aiml-rec-005)

## Dynamics

- [Bandits for Recommendation](https://manyspace.aporia.systems/tr/topics/bandits-for-recommendation-aiml-rec-007)
- [Feedback Loops and Popularity Bias](https://manyspace.aporia.systems/tr/topics/feedback-loops-and-popularity-bias-aiml-rec-006)