Lectures related to Database schema

Knowledge Representation: Semantics and Data Structures

Explores knowledge representation, data structures, semantics, and the challenges of searching for data on the web.

Explores knowledge representation, information extraction, and the Semantic Web vision, emphasizing standardization, mapping, and ontologies in structuring data.

Semantic Web: Modeling and Ontologies

Explores the Semantic Web, database schemas, XML data model, and ontologies.

Diffusion-Convection: Modeling and Schemes

Covers modeling and numerical schemes for diffusion-convection problems.

NoSQL Databases: Origins and Types

Covers the origins and types of NoSQL databases, focusing on MongoDB and CRUD operations.

Data Warehouses and Decision Support Systems

Explores views in data warehouses, materialization tradeoffs, top-k queries optimizations, and the impact of column stores.

Knowledge Inference

Explores knowledge inference, embedding techniques, and schema matching in data integration.

Entity-Relationship Model

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

Nexus Forge: Building and Using Knowledge Graphs Made Easy

Explores Nexus Forge, a tool for creating and utilizing knowledge graphs effortlessly.

NoSQL databases: MongoDB features

Discusses the development and features of MongoDB, a NoSQL document-oriented database.

Data Management Challenges: Hardware and Query Optimization

Explores hardware changes, query optimization, workload distribution, and effective strategies for academia and work-life balance.

Nexus Delta: Managing Data and Knowledge Graph Lifecycle

Covers the management of data and knowledge graph lifecycle using Nexus Delta.

Semantic Web: Overview and Tools

Explores the Semantic Web, ontologies, schema mapping, RDF, and knowledge graphs.

Data Warehouses and Data Lakes

Covers data warehouses, data lakes, OLTP vs. OLAP, data quality, and the Data Lakehouse concept.

Urban Hydrology Modeling

Explains the process of modifying a hydrological model for urban areas.

Transaction Management & Concurrency Control

Explores transaction management, concurrency control, ACID properties, anomalies, and conflict serializability in database systems.

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Table Storage in Data Lakes

Explores table storage in data lakes, discussing record updates and system comparisons.

SQL Client-Server Architecture + IDE

Covers the architecture of a typical DBMS and SQL interfaces like SQL Developer and DataGrip.

Elastic Membrane Boundary Problem 2D

Covers the elastic membrane boundary problem in 2D, exploring mathematical formulation and solution methods.