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 this course.

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