Large Scale Analytics

The process of applying data analysis techniques to a large amount of data

Hours total


Technical Stack

PCA, Pagerank, Deep learning, VAE, TF-IDF, SVM

Services Involved

Dedicated Team

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Large-scale data analysis is the process of applying data analysis techniques to a large amount of data, typically in big data repositories. It is quite a challenging task allowing to employ massive amounts of data and therefore provide right intervention to the right patients at the right time.


To assess the general effect of a particular business decision onto the certain customer groups.


Spark and Hadoop ecosystems to efficiently manage and query big data repositories were used. Besides, the techniques of statistical analysis, deep learning, cluster analysis and advanced data visualization were used to get the insight into the data internal relation.


A propensity model development to describe the hidden relation between drugs and diseases on one hand and the treatment outcome on the other.

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