Linear Regression
Data Science · University of Applied Sciences · Machine Learning
This unit introduces linear regression, a fundamental technique in machine learning. Students will learn about model fitting, evaluation, and applications in data science.
Zum Üben gibt es 51 Aufgaben. Jede Antwort bekommt sofort eine Rückmeldung, kostenlos und ohne Anmeldung.
Das gehört dazu
- Introduction to linear regression
- Assumptions of linear regression
- Model fitting techniques
- Model evaluation metrics
- Applications of linear regression in data science
- Limitations of linear regression
- Remedial measures for linear regression limitations
Stichworte
- Linear Regression
- Model Fitting
- Model Evaluation
- Supervised Learning
- Data Science
- Machine Learning
- Regression Analysis
- Least Squares
- Hypothesis Testing
- Residuals