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• Statistical Hypothesis Tests: Statistical hypothesis tests are methods used in data science and artificial intelligence to determine whether a hypothesis about a population parameter is supported by the available evidence from a sample of data. The process involves form ... Read More >>
• Maximum Likelihood Estimation: Maximum Likelihood Estimation (MLE) is a statistical method used to estimate the parameters of a probability distribution by maximizing the likelihood function. In other words, MLE is a technique used to find the values of the parameters th ... Read More >>
• Least Squares Regression: Least Squares Regression is a statistical method used to find the line of best fit for a set of data points by minimizing the sum of the squared distances between the observed data points and the predicted values. It is commonly used in mac ... Read More >>