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Bringing an AI Product to Market

O'Reilly Media - Ideas

Qualitative experiments, including research surveys and sociological studies, can be very useful here. For example, many companies use recommendation engines to boost sales. But if your product is highly specialized, customers may come to you knowing what they want, and a recommendation engine just gets in the way. Deployment.

Marketing 145
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Cloudera Uses CDP to Reduce IT Cloud Spend by $12 Million

Cloudera

A 2021 survey of business found that 82% are spending far more than they need to on cloud costs, with 86% suggesting that they are unable to easily get a global view of cloud costs. This enabled us to ingest data faster, more reliably, and in deeper detail, while saving on licenses.

Cloud 89
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What are model governance and model operations?

O'Reilly Media - Ideas

Our surveys over the past couple of years have shown growing interest in machine learning (ML) among organizations from diverse industries. Versioning (of models, feature vectors , data) and the ability to roll out, roll back, or have multiple live versions. Metadata and artifacts needed for a full audit trail.