Algorithm is mathematical logic or a set of rules used to perform calculations. Starting with an initial input (which can be zero or unvalued), logic or rules are encoded or written into the software as a series of steps to follow to perform calculations, process data or perform other functions, resulting in an output. Google is a great example of the “search” business algorithm. The searcher enters a search (or says it out loud), and Google delivers the relevant results to the searcher using the complex algorithm.
Regression is a technique that studies the relationship between a dependent variable (outcome) and one or more independent variables (inputs) in the processes of statistical modeling and data analysis.
Synthetic data generation is the process of generating datasets that mimic the statistical properties and patterns of real data, but are completely artificially created.
Reverse ETL is a data integration method in which traditional ETL (Extract, Transform, Load) processes reverse.
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