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Fundamentals of Data Mining

Data Science 101

This data alone does not make any sense unless it’s identified to be related in some pattern. Data mining is the process of discovering these patterns among the data and is therefore also known as Knowledge Discovery from Data (KDD). Machine learning provides the technical basis for data mining.

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Business Intelligence System: Definition, Application & Practice

FineReport

Business intelligence system is a set of complete solutions using technologies, processes and applications. In addition, it can extract useful data from different business systems of an enterprise for storing, analyzing, and managing internal data. Data Mining. BI INTELLIGENCE (from google). What is BI System?

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Experiment design and modeling for long-term studies in ads

The Unofficial Google Data Science Blog

A/B testing is used widely in information technology companies to guide product development and improvements. References [1] Henning Hohnhold, Deirdre O'Brien, Diane Tang, Focus on the Long-Term: It's better for Users and Business , Proceedings 21st Conference on Knowledge Discovery and Data Mining, 2015. [2]

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Variance and significance in large-scale online services

The Unofficial Google Data Science Blog

One big factor in putting data science on the map has been what we might call Large Scale Online Services (LSOS). These are sites and services which rely both on ubiquitous user access to the internet as well as advances in technology to scale to millions of simultaneous users.