Kostenlose Online-Kurse in Informatik, IT & KI

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Week 1
- Important Dates and the Team
- 1.0 Overview
- Learning Material
- 1.1 The Limits of the Web
- 1.1 The Limits of the Web
- 1.2 The Importance of Meaning
- 1.2 The Importance of Meaning
- 1.3 Understanding Content on the Web
- 1.3 Understanding Content on the Web
- 1.4 Semantic Web Technology and the Web of Data
- 1.4 Semantic Web Technology and the Web of Data
- 1.5 How to Use the Web of Data
- 1.5 How to Use the Web of Data
- 1.6 How to Name Things - URIs
- 1.6 How to Name Things - URIs
- 1.7 How to Represent Simple Facts with RDF
- 1.7 How to Represent Simple Facts with RDF
- 1.8 RDF and Turtle Serialization
- 1.8 RDF and Turtle Serialization
- Weekly Assignment
Week 2
- 2.0 Overview
- Learning Material
- 2.1 RDF Reification
- 2.1 RDF Reification
- 2.2 Model Building with RDFS
- 2.2 Model Building with RDFS
- 2.3 Logical Inference with RDFS
- 2.3 Logical Inference with RDFS
- 2.4 How to Query RDF(S) - SPARQL
- 2.4 How to Query RDF(S) - SPARQL
- 2.5 SPARQL is more than a Query Language
- 2.5 SPARQL is more than a Query Language
- 2.6 Complex Queries with SPARQL
- 2.6 Complex Queries with SPARQL
- 2.7 More Complex SPARQL Queries
- 2.7 More Complex SPARQL Queries
- 2.8 SPARQL Subqueries and Property Paths
- 2.8 SPARQL Subqueries and Property Paths
- 2.9 EXTRA: RDF Knowledge Bases
- 2.9 EXTRA: RDF Knowledge Bases
- 2.10 EXTRA: SPARQL Data Management and Algebra
- 2.10 EXTRA: SPARQL Data Management and Algebra
- 2.11 EXTRA: RDF and the Web
- 2.11 EXTRA: RDF and the Web
- Weekly Assignment
Week 3
- 3.0 Overview
- Learning Material
- 3.1 Ontology in Philosophy and Computer Science
- 3.1 Ontology in Philosophy and Computer Science
- 3.2 Ontology Types
- 3.2 Ontology Types
- 3.3 The Foundations of Logic
- 3.3 The Foundations of Logic
- 3.4 Short Recapitulation of Propositional Logic
- 3.4 Short Recapitulation of Propositional Logic
- 3.5 Short Recapitulation of First Order Logic
- 3.5 Short Recapitulation of First Order Logic
- 3.6 How to mechanize Reasoning - Tableaux Algorithm
- 3.6 How to mechanize Reasoning - Tableaux Algorithm
- 3.7 Description Logics
- 3.7 Description Logics
- 3.8 Inference and Reasoning
- 3.8 Inference and Reasoning
- 3.9 DLs and the Open World Assumption
- 3.9 DLs and the Open World Assumption
- 3.10 Tableaux Algorithm for ALC
- 3.10 Tableaux Algorithm for ALC
- 3.11 EXTRA: FOL - Canonical Forms
- 3.11 EXTRA: FOL - Canonical Forms
- 3.12 EXTRA: FOL - Resolution Algorithm
- 3.12 EXTRA: FOL - Resolution Algorithm
- 3.13 EXTRA: A Brief History of Ontology
- 3.13 EXTRA: A Brief History of Ontology
- Weekly Assignment
Week 4
- 4.0 Overview
- Learning Material
- 4.1 RDF(S) Semantics
- 4.1 RDF(S) Semantics
- 4.2 Web Ontology Language OWL
- 4.2 Web Ontology Language OWL
- 4.3 Classes, Instances and Properties in OWL
- 4.3 Classes, Instances and Properties in OWL
- 4.4 OWL Complex Classes
- 4.4 OWL Complex Classes
- 4.5 OWL Property Restrictions
- 4.5 OWL Property Restrictions
- 4.6 OWL General Role Inclusion
- 4.6 OWL General Role Inclusion
- 4.7 Rules - Is this more than Description Logics?
- 4.7 Rules - Is this more than Description Logics?
- 4.8 Putting Everything Together
- 4.8 Putting Everything Together
- 4.9 EXTRA: RDF(S) Semantics (2) - Simple Interpretation
- 4.9 EXTRA: RDF(S) Semantics (2) - Simple Interpretation
- 4.10 EXTRA: RDF(S) Semantics (3) - RDF(S) Interpretations
- 4.10 EXTRA: RDF(S) Semantics (3) - RDF(S) Interpretations
- 4.11 EXTRA: RDF(S) Semantics (4) - Deduction Calculus
- 4.11 EXTRA: RDF(S) Semantics (4) - Deduction Calculus
- 4.12 EXTRA: OWL Profiles
- 4.12 EXTRA: OWL Profiles
- 4.13 EXTRA: SWRL - Semantic Web Rule Language
- 4.13 EXTRA: SWRL - Semantic Web Rule Language
- 4.14 EXTRA: Rules expressible in OWL
- 4.14 EXTRA: Rules expressible in OWL
- Weekly Assignment
Week 5
- 5.0 Overview
- Learning Material
- 5.1 Ontological Engineering
- 5.1 Ontological Engineering
- 5.2 Ontology Design Methodologies
- 5.2 Ontology Design Methodologies
- 5.3 Ontology Learning
- 5.3 Ontology Learning
- 5.4 Ontology Alignment
- 5.4 Ontology Alignment
- 5.5 Ontology Evaluation
- 5.5 Ontology Evaluation
- 5.6 EXTRA: More Ontology Design Methodologies
- 5.6 EXTRA: More Ontology Design Methodologies
- 5.7 EXTRA: More Ontology Evaluation
- 5.7 EXTRA: More Ontology Evaluation
- 5.8 EXTRA: More Ontology Evaluation (2)
- 5.8 EXTRA: More Ontology Evaluation (2)
- Weekly Assignment
Week 6
- 6.0 Overview
- Learning Material
- 6.1 Linked Data Engineering
- 6.1 Linked Data Engineering
- 6.2 Linked Data Engineering (2)
- 6.2 Linked Data Engineering (2)
- 6.3 Linked Data Programming
- 6.3 Linked Data Programming
- 6.4 Metadata and Semantic Annotation
- 6.4 Metadata and Semantic Annotation
- 6.5 Named Entity Resolution
- 6.5 Named Entity Resolution
- 6.6 Semantic Search
- 6.6 Semantic Search
- 6.7 Exploratory Search
- 6.7 Exploratory Search
- 6.8 EXTRA: Named Entity Resolution Revisited
- 6.8 EXTRA: Named Entity Resolution Revisited
- 6.9 EXTRA: Linked Data Analytics
- 6.9 EXTRA: Linked Data Analytics
- 6.10 EXTRA: Semantic Recommender Systems
- 6.10 EXTRA: Semantic Recommender Systems
- Weekly Assignment
Final Examination
- Final Examination