Natural Language Processing: A PrimerIntroduces Natural Language Processing (NLP) and its applications, covering tokenization, machine learning, sentiment analysis, and Swiss NLP applications.
Knowledge InferenceExplores knowledge inference, embedding techniques, and schema matching in data integration.
Introduction to Data ScienceIntroduces the basics of data science, covering decision trees, machine learning advancements, and deep reinforcement learning.
Information Systems: OverviewCovers the overview of information systems, data modeling, managing data, and the distinction between data and information.
Data Management: OverviewIntroduces fundamental concepts of data management, including data models, databases, and key tasks.