Assignments from the course Mining Massive Datasets (2018) at the Technical University of Munich.
Implementations based on YELP Dataset:
- Duplicate review detection #localitysensitivehashing #LSH #cosinedistance #YELP
- Rating prediction #latentfactormodel #matrixfactorization #optimization #gradientdescent #alternatingoptimization #YELP
- Review generation using Hidden Markov Models #HMM #generativemodels
- Spectral Clustering #preference #clustering #YELPsocialnetwork
- Restaurant ranking #PageRank #YELP