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Data Mining Projects

Covid19 analysis

Data Analysis for covid-19 based on:

On 18-11-202

Recommendation Systems

I implemented and compared various algorithms used in recommendation systems based on their Root Mean Square Error(RMSE) using the Yelp Dataset:

On 10-12-2020

Value Propagation

On the same Yelp Dataset using a Graph to represent Users(nodes) and its frienships(edges) I implemented Value Propagation algorithm as a recommender system. Then, I compared it with UCF, ICF, User Average, Business Average algorithms(for more info check recommender_systems.ipynb above) based on their RMSE.