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Managing risk in machine learning

O'Reilly on Data

The main bottleneck here is speed: many researchers are actively investigating hardware and software tools that can speed up model inference (and perhaps even model building) on encrypted data. Classification parity means that one or more of the standard performance measures (e.g., What machine learning means for software development”.

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12 Cloud Computing Risks & Challenges Businesses Are Facing In These Days

datapine

Cloud computing is the delivery of various hardware and software services over the internet, through remote servers. a) Software as a Service ( SaaS ) – software is owned, delivered, and managed remotely by one or more providers. To start, Software-as-a-Service, or SaaS, is a popular way of accessing and paying for software.

Risk 237
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Is it worth measuring software developer productivity? CIOs weigh in

CIO Business Intelligence

At the same time, developers are scarce, and the demand for new software is high. This has spurred interest around understanding and measuring developer productivity, says Keith Mann, senior director, analyst, at Gartner. Organizations need to get the most out of the limited number of developers they’ve got,” he says.

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Digital KPIs: The secret to measuring transformational success

CIO Business Intelligence

Regardless of where organizations are in their digital transformation, CIOs must provide their board of directors, executive committees, and employees definitions of successful outcomes and measurable key performance indicators (KPIs). He suggests, “Choose what you measure carefully to achieve the desired results.

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Bringing an AI Product to Market

O'Reilly on Data

These measures are commonly referred to as guardrail metrics , and they ensure that the product analytics aren’t giving decision-makers the wrong signal about what’s actually important to the business. When a measure becomes a target, it ceases to be a good measure ( Goodhart’s Law ). Any metric can and will be abused.

Marketing 363
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CIOs must reassess cloud concentration risk post-CrowdStrike

CIO Business Intelligence

But the outage has also raised questions about enterprise cloud strategies and resurfaced debate about overly privileged software , as IT leaders look for takeaways from the disastrous event. It also highlights the downsides of concentration risk. What is concentration risk? Still, we must.

Risk 144
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Open source software: Ways for CISOs to quell the fear

CIO Business Intelligence

For many stakeholders, there is plenty to love about open source software. But there’s good news: When organizations leverage open source in a deliberate, responsible way, they can take full advantage of the benefits that open source offers while minimizing the security risks. The age-old question: How secure is open source software?

Software 126