The listed learning units belong to the course Knowledge Graphs . Do you want to access all course content?
Week 1
Welcome to the course
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Course Start Survey
Survey
0.0 Lecture Outline
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Learning Material
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1.0 Lecture Overview
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1.1 Data, Information, and Knowledge
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1.1 Data, Information, and Knowledge
Self-test
1.2 How to Represent Knowledge
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1.2 How to Represent Knowledge
Self-test
1.3 The Art of Understanding
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1.3 The Art of Understanding
Self-test
1.4 Towards a Universal Knowledge Representation
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1.4 Towards a Universal Knowledge Representation
Self-test
1.5 The Semantic Web
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1.5 The Semantic Web
Self-test
1.6 Linked Data and the Web of Data
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1.6 Linked Data and the Web of Data
Self-test
1.7 Weekly Assignment
Graded Test
Week 2
Welcome to week 2
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Learning Material
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2.0 Lecture Overview
Video
2.1 How to Identify and Access Things
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2.1 How to Identify and Access Things
Self-test
2.2 How to Represent simple Facts with RDF
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2.2 How to Represent simple Facts with RDF
Self-test
2.3 RDF Turtle Serialization
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2.3 RDF Turtle Serialization
Self-test
2.4 RDF Complex Data Structures
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2.4 RDF Complex Data Structures
Self-test
2.5 Model Building with RDFS
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2.5 Model Building with RDFS
Self-test
2.6 Logical Inference with RDF(S)
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2.6 Logical Inference with RDF(S)
Self-test
2.7 Excursion 1 RDFa - RDF on the Web
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2.7 Excursion 1 RDFa - RDF on the Web
Self-test
2.8 Weekly Assignment
Graded Test
Week 3
Welcome to week 3
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Learning Material
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3.0 Lecture Overview
Video
3.1 How to Query RDF(S)
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3.1 How to Query RDF(S)
Self-test
Excursus 2
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Excursus 2: DBpedia Knowledge Graph
Self-test
Excursus 3
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Excursus 3: Wikidata Knowledge Base
Self-test
HANDS ON: Querying DBpedia and Wikidata
Self-test
3.2 Complex SPARQL Queries
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3.2 Complex SPARQL Queries
Self-test
3.3 More Complex SPARQL Queries
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3.3 More Complex SPARQL Queries
Self-test
3.4 SPARQL Subqueries and Properypaths
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3.4 SPARQL Subqueries and Property Paths
Self-test
3.5 RDF Databases
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3.5 RDF Databases
Self-test
3.6 SPARQL is more than a Query Language
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3.6 SPARQL is more than a Query Language
Self-test
3.7 Weekly Assignment
Graded Test
Week 4
Welcome to week 4
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Learning Material
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4.0 Lecture Overview
Video
4.1 A Brief History of Ontologies
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4.1 A Brief History of Ontologies
Self-test
4.2 Why we do need Logic
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4.2 Why we do need Logic
Self-test
Excursion 4: A Brief Recap of Essential Logics
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Excursion 4: A Brief Recap of Essential Logics
Self-test
Excursion 5: Description Logics
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Excursion 5: Description Logics
Self-test
4.3 First Steps in OWL
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4.3 First Steps in OWL
Self-test
4.4 More OWL
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4.4 More OWL
Self-test
4.5 OWL and Beyond
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4.5 OWL and Beyond
Self-test
4.6 How to Design your own Ontology
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4.6 How to Design your own Ontology
Self-test
4.7 Weekly Assignment
Graded Test
Week 5
Welcome to week 5
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Learning Material
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5.0 Lecture Overview
Video
5.1 Ontologies in Action
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5.1 Ontologies in Action
Self-test
5.2 Knowledge Graphs
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5.2 Knowledge Graphs
Self-test
5.3 RDF and OWL Knowledge Graphs
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5.3 RDF and OWL Knowledge Graphs
Self-test
5.4 Knowledge Graph Programming
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5.4 Knowledge Graph Programming
Self-test
5.5 Knowledge Graph Visualization
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5.5 Knowledge Graph Visualization
Self-test
5.6 Knowledge Graph Analytics
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5.6 Knowledge Graph Analytics
Self-test
HANDS ON: Knowledge Graph Analysis Bonus
Self-test
5.7 Weekly Assignment
Graded Test
Week 6
Welcome to week 6
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Learning Material
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6.0 Lecture Overview
Video
6.1 The Graph in Knowledge Graphs
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6.1 The Graph in Knowledge Grahps
Self-test
6.2 Knowledge Graph Embeddings
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6.2 Knowledge Graph Embeddings
Self-test
6.3 Knowledge Graph Completion
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6.3 Knowledge Graph Completion
Self-test
6.4 Knowledge Graph Mappings and Alignment
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6.4 Knowledge Graph Mappings and Alignment
Self-test
6.5 Semantic Search
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6.5 Semantic Search
Self-test
6.6 Exploratory Search and Recommender Systems
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6.6 Exploratory Search and Recommender Systems
Self-test
6.7 Weekly Assignment
Graded Test