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Managing risk in machine learning

O'Reilly on Data

There are also many important considerations that go beyond optimizing a statistical or quantitative metric. As we deploy ML in many real-world contexts, optimizing statistical or business metics alone will not suffice. Continue reading Managing risk in machine learning. Real modeling begins once in production.

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Cyber Fraud Statistics & Preventions to Prevent Data Breaches in 2021

Smart Data Collective

The risk of data breaches will not decrease in 2021. Data breaches and security risks happen all the time. One bad breach and you are potentially risking your business in the hands of hackers. In this blog post, we discuss the key statistics and prevention measures that can help you better protect your business in 2021.

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Automating Model Risk Compliance: Model Validation

DataRobot Blog

To start with, SR 11-7 lays out the criticality of model validation in an effective model risk management practice: Model validation is the set of processes and activities intended to verify that models are performing as expected, in line with their design objectives and business uses.

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Essential skills and traits of chief AI officers

CIO Business Intelligence

Companies want candidates who can drive innovation, deliver meaningful business results, and work closely with other leaders to manage risks. To that end, CAIOs must break down silos and interact with a multitude of leaders in both lines of business and supporting functions, Daly says.

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Put Your Data to Work: The Complete Playbook

An interactive guide filled with the tools to turn your data into a competitive advantage. From search engines to navigation systems, data is used to fuel products, manage risk, inform business strategy, create competitive analysis reports, provide direct marketing services, and much more.

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How Good Leaders Keep Data in Perspective

Smart Data Collective

With better benchmarks, KPIs, and statistics , business leaders can better understand their environments and ultimately make more objective, logical decisions. Simply having a graph in front of you isn’t what enables you to make better business decisions; instead, it’s your interactions with data that really matter.

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An intro to innovation in the U.S. government

CIO Business Intelligence

Customer experience in the government sector is the sum of the public’s interactions with any government service, from how we contact our state’s social services and emergency services to waste management, public transportation, and healthcare. You don’t have to risk resiliency to embrace innovation. In 2023, nearly one-third of U.S.