Lectures related to Object–role modeling

Data Modeling: Concepts and Tools

Covers data modeling in GIS and software engineering, including entity-relationship models, associations, and modeling tools.

Constructivism: Cognitive Conflict and Learning Mechanism

Delves into cognitive conflict as a key learning mechanism in constructivism, emphasizing careful data set design and reflection.

Modeling Hydrological Systems: Routing and Flood Retention

Discusses modeling hydrological systems, focusing on routing and flood retention using a new database.

Hydrology Modeling: Routing System

Covers the modeling of hydrological systems, focusing on the retention of floods and the example of the Routing System.

Entity-Relationship Model

Introduces the Entity-Relationship model for designing databases with a focus on conceptual and relational aspects.

Learning in the Presence of Distribution Shifts: How does the Geometry of Perturbations Play a Role?

Explores learning challenges with distribution shifts and perturbation geometry, focusing on robust classifiers and natural variation modeling.

Data modeling: conceptual model and entity-relation model

Covers the concept of conceptual model of data and entity-relation model.

Data Modeling: Concepts and Applications

Explores data modeling concepts, SQL implementations, and practical applications in handling missing data.

Data modeling: Geographic Information Systems

Introduces data modeling in the context of Geographic Information Systems, covering the added value and methods used.

Data-Intensive Systems: Relational Model and Algebra

Introduces the relational model and algebra, essential for understanding data-intensive systems and effective database management.

Generalized Linear Models

Introduces Generalized Linear Models, showcasing examples with different distributions and real-world data.

Data Science Fundamentals

Covers the fundamentals of data science, the scientific method evolution, the role of a data scientist, and the significance of data as the new oil.

Semantic Web: Knowledge Representation

Explores Semantic Web concepts, RDF syntax, and knowledge representation using RDF statements and Schema.org.

Introduction to Object-Oriented Programming in Java

Covers the basic concepts of object-oriented programming in Java, emphasizing encapsulation, abstraction, and the importance of organizing complex programs.