Hello there! 💭

In this repository i bring creative tests and jobs for Machine Learning and Statistics 👨🏿‍💻

• Simple Linear Regression Manual Function*

In this work, I developed a new Python class with various functions to construct and evaluate a linear regression model using two arrays: x and y.

This class bring

• The Correlation of x and y
• The angular coef (beta) and intercept (alpha)
• Also calculates the residuals
• Made the Shapiro test
• Made the Het White Test
• Plot the Regression Line
• Evaluate the model with MAE and RMSE

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