The blog post contains more details of each approaches.
- ALS_model
- Basic item-item collaborative filtering model
- Extension to the item-item collaborative filtering model
- 7 Types of Hybrid Recommendation System
- Also-View Recommendation System with Graph Theory
- Girvan–Newman — The Clustering Technique in Network Analysis
- Girvan–Newman — The Clustering Technique in Network Analysis Part 2
- PySpark CheatSheet and More
- A New Data Approach in Time Series Analysis
- Time Series Modelling with a New Data Approach
We will be using the movielens dataset (ml-100k).