Why Changing a Regression Model Changes the Projection

1. 1Build a simple least-squares regression model using scikit-learn
2. 2Compare the projections of different models, such as linear and polynomial regression
3. 3Visualize the subspaces to understand how model changes affect the projection
4. 4Apply this understanding to improve model selection and hyperparameter tuning
5. 5Test the impact of model changes on a real-world dataset

Data scientists and machine learning engineers can benefit from understanding how model changes impact projections, to improve model interpretability and accuracy

💡 The choice of regression model changes the subspace, affecting the projection and model interpretability

📈 Changing regression models changes projections! Learn why and how it affects the subspace #MachineLearning #Regression