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Ontology Foundations to Advanced Modeling: Semantic Standards (RDF, OWL, & SHACL)
Foundations of Knowledge Representation
Ontology vs. Taxonomy: Distinguishing Classifications from Semantics
The Semantic Web Stack: Core Paradigms and Architecture
Quiz: Foundations of Knowledge Representation
Core Semantic Standards (RDF, RDFS, & Serializations)
RDF Graphs & Multi-Format Serializations
RDFS Semantics: Subclasses, Properties, and Domain/Range
Quiz: Core Semantic Standards (RDF, RDFS, & Serializations)
Advanced Modeling with OWL (TBoxes, ABoxes, & RBoxes)
Modeling TBox (Terminology) and ABox (Assertions)
RBox Axioms: Property Characteristics and Chains
OWL Profiles & Calibrating Expressivity
Quiz: Advanced Modeling with OWL (TBoxes, ABoxes, & RBoxes)
Designing Ontologies from Scratch for Business Domains
Domain Analysis and Scope Definition
Modeling Multi-Tenant Contexts & Relationships
Quiz: Designing Ontologies from Scratch for Business Domains
Enterprise Ontology Design Patterns & Schema Alignment
Ontology Design Patterns (ODPs)
Schema Alignment and Mapping Paradigms
Quiz: Enterprise Ontology Design Patterns & Schema Alignment
Reasoning and Inferencing Mechanics
Description Logic (DL) Reasoners and Consistency Checking
Rule-Based Inferencing and Custom Rules
Quiz: Reasoning and Inferencing Mechanics
Querying Knowledge Graphs with SPARQL
SPARQL Query Patterns, Filters, and Optionals
Advanced SPARQL: Graph Mutations and Property Paths
Quiz: Querying Knowledge Graphs with SPARQL
Data Validation & Constraints with SHACL
SHACL Core: Node Shapes and Property Shapes
SHACL SPARQL-Based Constraints and Complex Violations
Quiz: Data Validation & Constraints with SHACL
Graph Architecture & Modern Engines: JVM vs. Oxigraph
Triple Store Architecture: Comparing JVM-Based Platforms and Oxigraph
Engine Query Optimization & Scaling Semantic Backends
Quiz: Graph Architecture & Modern Engines: JVM vs. Oxigraph
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Data Validation & Constraints with SHACL

  1. Ontology Foundations to Advanced Modeling: Semantic Standards (RDF, OWL, & SHACL)
  2. Data Validation & Constraints with SHACL

Shift from standard inferencing to closed-world data validation using Shapes Constraint Language (SHACL).

Data Validation & Constraints with SHACL
Data Validation & Constraints with SHACL in practice

Apply it to your work

Lesson Content
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SHACL Core: Node Shapes and Property Shapes
SHACL SPARQL-Based Constraints and Complex Violations
Quiz: Data Validation & Constraints with SHACL
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