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.
The data lake is where long-term data containers gather that capture, clean, and explore any raw data format at scale. Data subsets are powered by low-cost technologies that many downstream possibilities can benefit from, including data warehouses, and recommendation engines.
The word encode has meanings such as “encoding”, "encryption" or “symbolization” and basically involves the conversion of signals and data according to certain rules.
Data security refers to the process of protecting corporate data and preventing data loss through unauthorized access.
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