Deposition
Deposition is the process of extracting knowledge or insights from data by transforming, cleaning, and structuring it for analysis. It involves the conversion of raw data into a more usable format, such as a relational database or a data cube, to facilitate analysis and decision-making. Deposition is a critical step in the data science pipeline, as it enables the identification of patterns, trends, and relationships in the data that can be used to inform business decisions, scientific research, and other applications. The process of deposition typically involves several stages, including data collection, data cleaning, data integration, data transformation, and data loading. These stages may be performed manually or using automated tools and techniques, depending on the size and complexity of the data set and the specific requirements of the analysis. Deposition is a fundamental concept in data science and is essential for extracting value from data.
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