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Related lectures (12)
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Data Modeling: Concepts and Tools
Covers data modeling in GIS and software engineering, including entity-relationship models, associations, and modeling tools.
Entity-Relationship Model
Introduces the Entity-Relationship model for designing databases with a focus on conceptual and relational aspects.
Data modeling: Geographic Information Systems
Introduces data modeling in the context of Geographic Information Systems, covering the added value and methods used.
Semantic Web: Knowledge Representation
Explores Semantic Web concepts, RDF syntax, and knowledge representation using RDF statements and Schema.org.
Data Modeling: Concepts and Applications
Explores data modeling concepts, SQL implementations, and practical applications in handling missing data.
Relational Databases: Fundamentals
Covers relational and spatial databases, including storage, management systems, ACID properties, historical typologies, primary and foreign keys, and spatial functions.
Data Warehouses and Data Lakes
Covers data warehouses, data lakes, OLTP vs. OLAP, data quality, and the Data Lakehouse concept.
Query Operators: Part 1
Explores query processing steps, physical plans, pipelined execution, and hashing for projections and joins.
Knowledge Representation: Semantics and Data Structures
Explores knowledge representation, data structures, semantics, and the challenges of searching for data on the web.
Efficient GPU Join Optimization
Discusses efficient GPU-accelerated join optimization for complex queries, aiming to improve optimization times and heuristic plan quality.