
Deterministic
In Data Science, deterministic refers to a system or process that produces a predictable output for a given input. In other words, the output of a deterministic system can be determined with certainty, given its initial conditions and the rules that govern its behavior. Deterministic models are widely used in various fields of Data Science, such as physics, engineering, and economics, where the behavior of a system can be accurately described by mathematical equations. In contrast, non-deterministic systems, such as those found in weather forecasting or stock market prediction, are characterized by a high degree of randomness and uncertainty, making it difficult to predict their future behavior with certainty.
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