Statistical Methods for Data Science
Statistical inference is the process of using data from a sample to make generalizations or predictions about a larger population. This technique is essential for drawing conclusions and making decisions based on empirical data, allowing researchers to estimate population parameters, test hypotheses, and assess relationships between variables. By employing methods such as confidence intervals and hypothesis testing, statistical inference enables data scientists to extract meaningful insights from limited observations.
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