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Why you should care about debugging machine learning models

O'Reilly on Data

In addition to newer innovations, the practice borrows from model risk management, traditional model diagnostics, and software testing. While our analysis of each method may appear technical, we believe that understanding the tools available, and how to use them, is critical for all risk management teams.

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Protecting your digital transformation from value erosion

CIO Business Intelligence

Digital transformation programs promise a wealth of advantages, but unforeseen challenges can cancel out measurable value. It’s important to clearly identify what value you’re expecting to get from your partners against the price you’re paying, as well as the risk you’re taking on as a client. What primary risks lead to value erosion?

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Your Effective Roadmap To Implement A Successful Business Intelligence Strategy

datapine

This includes defining the main stakeholders, assessing the situation, defining the goals, and finding the KPIs that will measure your efforts to achieve these goals. Improved risk management: Another great benefit from implementing a strategy for BI is risk management. Identify key performance indicators (KPIs).

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CDOs: Your AI is smart, but your ESG is dumb. Here’s how to fix it

CIO Business Intelligence

Most data management conferences and forums focus on AI, governance and security, with little emphasis on ESG-related data strategies. If sustainability-related data projects fail to demonstrate a clear financial impact, they risk being deprioritized in favor of more immediate business concerns.

IT 59
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Building cyber resiliency for your data with IBM FlashSystem

IBM Big Data Hub

While the need for reliable, resilient, recoverable and corruption-free data governance has long been achieved by a backup and recovery routine, more modern techniques have been developed to support proactive measures that protect against threats before they occur. Cyber resiliency goes beyond mere cybersecurity measures.

Risk 78
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11 top HRIS certifications to boost your career

CIO Business Intelligence

Progressive employers may sponsor participation in workshops, training seminars, and programs offered through local professional organizations, but these options don’t offer all the benefits that certification does.

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What is COBIT? A framework for alignment and governance

CIO Business Intelligence

In 2012, COBIT 5 was released and in 2013, the ISACA released an add-on to COBIT 5, which included more information for businesses regarding risk management and information governance. It’s also designed to give senior management more insight into how technology can align with organizational goals.