Posts tagged data models
84.51° Builds a Machine Learning Machine for Kroger

84.51°’s Chief Operations Officer, Milen Mahadevan, is a champion for automation of processes and products within the organization. 84.51°’s Shop, a custom-built BI platform that allows CPG customers to pull detailed reports about shopping behavior, is a successful example of BI automation.

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Move Your Analytics Operation from Artisanal to Autonomous

Many organizations today are wondering how to get into machine learning, and what it means for their existing analytics operation. There are many different types of machine learning, and a variety of definitions of the term. I view machine learning as any data-driven approach to explanations, classifications, and predictions that uses automation to construct a model. The computer constructing the model “learns” during the construction process what model best fits the data. Some machine learning models continue to improve their results over time, but most don’t. Machine learning, in other words, is a form of automating your analytics. And it has the potential to make human analysts wildly more productive.

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For Better And Worse, Big Data Grows Up

A company to which I’m an advisor just released its second annual survey of big data use in large companies. Most of the companies (75%) participating in the survey were large financial firms, but 20% were in healthcare and life sciences, and 5% in other industries. The results of the study indicate that big data is growing up. This is mostly a positive phenomenon, but there are some warning signs too.

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