The logical analysis platform is a feature-rich technology solution designed to meet the needs of large enterprises. Typically, it combines different “tools and logical analysis systems with an engine to execute a database or warehouse to store and manage data, data mining processes and techniques and mechanisms used to obtain and prepare non-stored data. This solution can only be delivered in the form of software application or in the form of a cloud-based software (SaaS) as a service provided to organizations that need analytical information based on existing data records, or in the form of contextual information to which all their data points, in other words, analytical information based on existing data records.” Source: Techopedia
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Self-supervised learning is an approach that aims to solve this problem. This method allows models to learn from unlabeled data and greatly reduces the need for data labeling.
Data Mart is a slice of the data warehouse logical model that serves a narrow group of users. Many data subsets only need a subset of data from the full tables in the data warehouse.
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