Mining of Massive Datasets

Market Basket Analysis – Mining Frequent Pairs in Python

Jan 19, 2017

Algorithms, Big Data, Data Mining, Data Science, Mining of Massive Datasets, Python, Source code

Algorithms, Data Mining, Example, Implementation, Made Simple, Market Basket, Mining Frequent Pairs, Mining of Massive Datasets, MMDS, Python, Source

Have you ever asked yourself how the store managers decide on product shelf placement in retail stores? There must be some strategy behind it, right? It can’t be just a random choice. Almost on daily basis, you receive product purchase recommendations from variety of sources where you have left your “digital fingerprint”. In many cases these…
Recommender System in Python

Jan 3, 2017

Data Mining, Data Science, Mining of Massive Datasets, Python

#datascience, Collaborative Filtering, Data Mining, Data Science, Mining of Massive Datasets, Python, Recommender System

The Amazon and Netflix are making almost 50% of their revenues by recommending appropriate products (books, movies) to their users. But how do they know what to recommend to their users? Well, they use the power of the collaboration between all other items and users. btw… If you would like to go deeper into the…