This unit introduces linear regression and classification models, covering model evaluation and regularization techniques. Students will gain an understanding of the fundamental concepts and applications of these models in machine learning. Üben mit sofortiger Rückmeldung, kostenlos und ohne Anmeldung.

Weitere Themen

• Definition and Overview of Machine Learning
• Introduction to Machine Learning
• Supervised Learning
• Unsupervised Learning
• Decision Trees and Ensemble Methods
• Model Selection and Evaluation
• Support Vector Machines and Kernel Methods
• Linear Regression