Tag: Linear Regression

3 articles

Big Data 207 - How to Handle Multicollinearity

When using scikit-learn for linear regression, how to handle multicollinearity in least squares method.

Big Data 205 - Linear Regression Machine Learning Perspective

Linear Regression core chain: unify prediction function y=Xw in matrix form, treat parameter vector w as only unknown

Big Data 206 - NumPy Matrix Multiplication Hand-written Multivariate Linear Regression

pandas DataFrame and NumPy matrix multiplication hand-written multivariate linear regression (linear regression implementation).