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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