Advanced Topics in Machine Learning
Преподаватель:
Кертес-Фаркаш Аттила
Департамент анализа данных и искусственного интеллекта: Доцент
The course will adress the following topics:
- Basic principles, definitions and techniques in Machine Learning
- Regularized learning
- Classification, regression, collaborative filtering
- Limitations of Machine Learning
- Kernel methods and Deep Learning techniques
- Unsupervised learning, representation learning
- Recent developments and projects in Machine Learning