Linear Regression

Linear Regression

Linear Regression: Modeling Relationships Between Variables If you've ever looked at data and wondered if there's a connection between two things - like weather and ice cream sales or studying and grades - then you're on your way to understanding linear regression. Linear regression is a way to model the relationship between two variables, like temperature and ice cream sales or study time and grades. It helps you see what happens to one variable when the other changes. Least Squares: Finding

Logistic Regression

Logistic Regression

What is Logistic Regression? Logistic Regression is a statistical method used for binary classification. This means that it allows us to predict one of two possible outcomes based on a set of input variables. It is similar to linear regression, but instead of predicting a continuous output value, logistic regression predicts the probability of a certain outcome. Despite its name, logistic regression is not used for regression, but rather for classification. It is a popular algorithm in the fie

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