Unstructured data is unfiltered information to which a fixed editing policy is not applied. It is often referred to as raw data. Common examples are internet logs, XML, JSON, text documents, images, videos and audio files. Unstructured data is searched and analyzed to extract useful facts. Up to 80% of enterprise data is unstructured. This means that it is the type of big data that is most visible to many people. The size of unstructured data requires scalable analytics to generate insights. Unstructured data is present in most, but not all, data lakes due to low storage costs.
Business analytics is the process of collecting, analyzing business data, and gaining meaningful insights. Its main objective is to support the strategic and operational decision-making processes of companies.
Self-attention is one of the key technologies transforming information processing methods in AI and deep learning models.
Federated Learning is a collaborative learning method that enables machine learning models to be trained distributed across multiple devices without user data being sent to a central server.
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