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Bringing an AI Product to Market

O'Reilly on Data

In this article, we turn our attention to the process itself: how do you bring a product to market? 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. Identifying the problem.

Marketing 363
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Managing risk in machine learning

O'Reilly on Data

Fortunately, a recent survey paper from Stanford— A Critical Review of Fair Machine Learning —simplifies these criteria and groups them into the following types of measures: Anti-classification means the omission of protected attributes and their proxies from the model or classifier. Continue reading Managing risk in machine learning.

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

datapine

In this article, we have gathered the 12 most prominent challenges of cloud computing that will deliver fresh perspectives related to the market. More and more CRM, marketing, and finance-related tools use SaaS business intelligence and technology, and even Adobe’s Creative Suite has adopted the model. Cost management and containment.

Risk 237
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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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Preliminary Thoughts on the White House Executive Order on AI

O'Reilly on Data

Availability of this information would assist in many of the other goals outlined in the EO, including addressing algorithmic discrimination and increasing competition in the AI market, as well as other important issues that the EO does not address, such as copyright. Policy on use of user data for further training.

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CIOs must reassess cloud concentration risk post-CrowdStrike

CIO Business Intelligence

The outage put enterprises, cloud services providers, and critical infrastructure providers into precarious positions, and has drawn attention to how dominant CrowdStrike’s market share has become, commanding an estimated 24% of the endpoint detection and response (EDR) market. It also highlights the downsides of concentration risk.

Risk 144
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Need a security road map? Ditch the ad hoc measurement

CIO Business Intelligence

CISOs can only know the performance and maturity of their security program by actively measuring it themselves; after all, to measure is to know. However, CISOs aren’t typically measuring their security program proactively or methodically to understand their current security program.