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Interpreting predictive models with Skater: Unboxing model opacity

O'Reilly Media - Data

Data Scientist Cathy O’Neil has recently written an entire book filled with examples of poor interpretability as a dire warning of the potential social carnage from misunderstood models—e.g., There is also a trade off in balancing a model’s interpretability and its performance.

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How to Successfully Implement HR Analytics and People Analytics in a Company

Altexsoft

Mark Huselid and Dana Minbaeva in Big Data and HRM call these measures the understanding of the workforce quality. The day may come when a seasoned professional tells you or your colleague about their plan to leave the company in a month. This situation isn’t extraordinary: managers and HR specialists of any organization have been there.

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How Retailers Use Artificial Intelligence to Innovate Customer Experience and Enhance Operations

Altexsoft

In December 2016, Amazon introduced the ‘Just Walk Out’ shopping experience with the first Amazon Go store in its Seattle office building. In December 2016, Amazon introduced the ‘Just Walk Out’ shopping experience with the first Amazon Go store in its Seattle office building. Source: Forrester Consulting. Amazon Go stores.

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Process Mining Explained: Techniques, Applications, and Challenges

Altexsoft

an also be described as a part of business process management (BPM) that applies data science (with its data mining and machine learning techniques) to dig into the records of the company’s software, get the understanding of its processes performance, and support optimization activities. What is process mining? Process mining ?an