This unit introduces the fundamentals of neural networks and deep learning architectures. Students will gain an understanding of the theoretical concepts and practical applications of these techniques in areas such as computer vision and natural language processing. 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