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. Üben mit sofortiger Rückmeldung, kostenlos und ohne Anmeldung.

Weitere Themen

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