This unit introduces support vector machines (SVMs), a powerful machine learning algorithm for classification and regression. Students will learn the theory behind SVMs, including kernel functions, and apply them to real-world problems. 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
• Linear Regression