This unit introduces unsupervised learning techniques such as association rule mining and anomaly detection, as well as the basics of reinforcement learning. Students will gain an understanding of the concepts and applications of unsupervised learning, including association rule mining, anomaly detection, and reinforcement learning algorithms. 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