Linear Regression
Bachelor of Science in Computer Science · University · Machine Learning
This unit provides an in-depth exploration of linear regression, a fundamental technique in machine learning. Students will gain a comprehensive understanding of model formulation, parameter estimation, and the applications of linear regression in prediction and forecasting.
Zum Üben gibt es 50 Aufgaben. Jede Antwort bekommt sofort eine Rückmeldung, kostenlos und ohne Anmeldung.
Das gehört dazu
- Introduction to Linear Regression
- Model Formulation
- Parameter Estimation
- Assumptions of Linear Regression
- Overfitting and Underfitting
- Regularization Techniques
- Applications of Linear Regression
Stichworte
- Linear Regression
- Prediction
- Forecasting
- Machine Learning
- Least Squares
- Overfitting
- Underfitting
- Regularization