Equations
In data science, equations refer to mathematical expressions that describe the relationship between variables. These equations are used to model and analyze data, and to make predictions based on the patterns and trends observed in the data. Equations can take many forms, including linear equations, polynomial equations, differential equations, and more complex equations that involve multiple variables and functions. In machine learning, equations are used to define the parameters of models, such as linear regression models or neural networks, and to optimize these models to fit the data. Equations are also used in statistical analysis to test hypotheses and to estimate the parameters of probability distributions. Overall, equations are a fundamental tool in data science for understanding and modeling complex systems and phenomena.
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