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Interpreting predictive models with Skater: Unboxing model opacity

O'Reilly Media - Data

There is also a trade off in balancing a model’s interpretability and its performance. A deep dive into model interpretation as a theoretical concept and a high-level overview of Skater. There is often a need to verify the reasoning of such ML systems to hold algorithms accountable for the decisions predicted.

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

Altexsoft

potential talent is becoming much more “efficient” in many firms, top talent is becoming simultaneously more expensive and more easily lost to competitors,” stresses professor of workforce analytics Mark Huselid in The science and practice of workforce analytics: Introduction to the HRM special issue. . performing and high?potential

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3 Reasons You Should Add AIOps to Your Tooling Arsenal

OverOps

First defined by Gartner in 2016, AIOps means taking artificial intelligence (AI) and machine learning (ML) practices and applying them to monitoring and error resolution for IT Operations. AIOps, at its core, is a data-driven practice of bridging resources and leveraging AI and machine learning to make predictions based on historical data.

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3 Reasons You Should Add AIOps to Your Tooling Arsenal

OverOps

First defined by Gartner in 2016, AIOps means taking artificial intelligence (AI) and machine learning (ML) practices and applying them to monitoring and error resolution for IT Operations. AIOps, at its core, is a data-driven practice of bridging resources and leveraging AI and machine learning to make predictions based on historical data.

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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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Antitrust regulators are using the wrong tools to break up Big Tech

O'Reilly Media - Ideas

This competition isn’t just the obvious kind, such as the Amazon Basics-branded batteries that by 2016 represented one third of all online battery sales , as well as similar Amazon products in audio, home electronics, baby wipes, bed sheets, and kitchenware. It’s a nerve-wracking time to be a Big Tech company.

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Process Mining Explained: Techniques, Applications, and Challenges

Altexsoft

It seems pretty straightforward: well, you just heat up milk or boil water, dump those flakes in the bowl, and add fruits, berries, honey, or other yummies you like. And now, try to think about each step: is there any way you can make it faster? Say, how many extra moves are you making because the ingredients are located in different areas?