Lecture 3: Regression analysis

Regression analysis, OLS, Batch Gradient Descent, Stochastic Gradient Descent, Mini-Batch Gradient Descent, Prediction errors, Overfitting, Regularization

R-GradientDescent.rar
R-LinearRegression.rar
Python-LinearRegression.rar
06Regression.pdf
R-k-FoldCrossValidation.rar
Lecture3-Regression.pdf
Κεφάλαιο-06-Ασκήσεις.pdf
Python-SupportMaterial.rar
ergasia2-paradeigmata.rar
dataFrameMethods.rar
Python-k-FoldCrossValidation.rar
Python-BatchGradientDescent-Template.rar