What You Will Learn
- Normal Equation
- Linear Regression Regularisation
Content Covered
Covers the Normal Equation method and regularisation in Linear Regression.
Resources
- ML Mastery Linear Regression
- Normal Equation and Matrix Calculation
- TowardsDataScience Python Linear Regression
- Stackabuse Multiple Linear Regression
- Overfitting vs Underfitting TowardsDataScience
- Sklearn Overfitting/Underfitting plot
- Sklearn Linear Model Regularization
- Analytics Vidhya Ridge/Lasso Guide
- Soft Thresholding TowardsDataScience
- Soft Thresholding StackExchange
- CMU Coordinate Descent