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.
This process, known as database shrinking, is a form of compression. It is intended to reduce the overall space without interfering with the data.
Business intelligence (BI) is the process and methods that enable organizations to generate more meaningful results and make data-driven decisions using tools such as data mining, data visualization, business analytics on existing data so that they can make better decisions.
Attention mechanism is a technique that revolutionizes the world of artificial intelligence and deep learning in areas such as language processing, image recognition and even sound analysis.
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