- Dataset: https://s3.amazonaws.com/amazon-reviews-pds/tsv/amazon_reviews_us_Video_Games_v1_00.tsv.gz
- Coursera: Machine Learning: Regression
- Coursera: Python Data Products for Predictive Analytics Specialization
- Book: Practical Recommender Systems, by Kim Falk
- Intelligence: Tao
- Import data + initial examination
- How to build a recommender system ?
- Ideas of latent factor model
- Learn the parameters with Gradient Descent Algorithm
- Select hyperparameters
- Recommendation Demo
- Evaluate the performance of recommender system