Applications of Machine Learning and Data Science

Content

  • Attention Based Natural Language Processing
  • Adversarial attacks and Links to Interpretability
  • Meta-Learning or Learning to Learn
  • Natural Language Generation
  • Video Object Segmentation
  • Approches for analyzing and explaining Time Series Analysis
  • Time Series
  • Smart Grid Monitoring and Assessment
  • Scaling in Neural Network Training
  • Knowledge Graph Construction & Personal Knowledge Assistants
  • Algorithms & Fairness

Materials

We use OLAT to organize the course.

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