Glossary of Data Science and Data Analytics

What is Operational Resilience?

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What is Operational Resilience?

Business Flexibility is the ability of a business to continue operating in the event of an outage. Considerations for Business Flexibility are multifaceted. It covers, but is not limited to, processes, capacities, behaviors, and systems. For example, Business Flexibility is the capacity of a company to continue to supply products in the event of unforeseen disruptions in its supply chain. Equally, a company's ability to move its data in-house when its main cloud service provider faces a major outage can contribute to that company's level of Business Resilience.

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Discover Glossary of Data Science and Data Analytics

What is Zero-Shot Learning (ZSL)?

Zero-shot learning (ZSL) is an AI technique that enables machine learning models to learn tasks or classes they have never encountered before, without any training data.

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What is Data Virtualization?

Data virtualization is the reproduction of real data in a virtual environment. In this way, tests, experiments and analyses performed when working with real data can be carried out without compromising the accuracy and security of the real data.

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What is Cross-Attention?

Cross-Attention is a powerful mechanism for sharing information between different datasets or different modalities (e.g. text and image) in artificial intelligence, especially in generative AI models.

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