The Data Analysis Maturity Model – Level Three: Distributed, consistent reporting systems

I’m covering a series of data analysis maturity levels, which are essential to performing Advanced Analytics. We’re often quick to adopt a new way of evaluating data, while sometimes ignoring the fact that analysis is built on trustworthy data. Following a series of steps in the organization starting with proper collection through a good storage…

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The Data Analysis Maturity Model – Level One: Data Collection Hygiene

Data Science and Advanced Analytics are umbrella terms that usually deal with predictive or prescriptive analytics. They often involve Reporting, Business Intelligence, Data Mining, Machine Learning, Deep Learning, and Artificial Intelligence techniques. Most of the time these technologies rely heavily on linear algebra and statistics for their predictions and pattern analysis. In any foundational mathematics,…

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