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 Story of the Web so far
- 1.1 The Story of the Web so far
- 1.2 Understanding Data on the Web
- 1.2 Understanding Data on the Web
- 1.3 Towards a Universal Data Representation
- 1.3 Towards a Universal Data Representation
- 1.4 Semantic Web Technology
- 1.4 Semantic Web Technology
- 1.5 Linked Data Principles
- 1.5 Linked Data Principles
- 1.6 How to name Things - URIs
- 1.6 How to name Things - URIs
- Weekly Assignment
Week 2
- 2.0 Overview
- Learning Material
- 2.1 How to Represent Simple Facts with RDF
- 2.1 How to Represent Simple Facts with RDF
- 2.2 RDF and Turtle Serialization
- 2.2 RDF and Turtle Serialization
- 2.3 RDF Datastructures
- 2.3 RDF Datastructures
- 2.4 RDF Reification
- 2.4 RDF Reification
- 2.5 Model Building with RDFS
- 2.5 Model Building with RDFS
- 2.6 Logical Inference with RDF(S)
- 2.6 Logical Inference with RDF(S)
- 2.7 RDFa - RDF and the Web
- 2.7 RDFa - RDF and the Web
- Weekly Assignment
Week 3
- 3.0 Overview
- Learning Material
- 3.1 Vocabularies and Ontologies
- 3.1 Vocabularies and Ontologies
- 3.2 Linked Data Vocabularies
- 3.2 Linked Data Vocabularies
- 3.3 First Steps in OWL
- 3.3 First Steps in OWL
- 3.4 More OWL
- 3.4 More OWL
- 3.5 OWL and beyond
- 3.5 OWL and beyond
- 3.6 RDF(S) and OWL Knowledge Bases
- 3.6 RDF(S) and OWL Knowledge Bases
- 3.7 How to Design your own Ontology
- 3.7 How to Design your own Ontology
- EXTRA: Protege Demo
- Weekly Assignment
Week 4
- 4.0 Overview
- Learning Material
- 4.1 How to Query RDF(S) - SPARQL
- 4.1 How to Query RDF(S) - SPARQL
- 4.2 Complex Queries with SPARQL
- 4.2 Complex Queries with SPARQL
- 4.3 More Complex SPARQL Queries
- 4.3 More Complex SPARQL Queries
- 4.4 SPARQL Subqueries and Property Paths
- 4.4 SPARQL Subqueries and Property Paths
- 4.5 RDF Databases
- 4.5 RDF Databases
- 4.6 SPARQL is more than a Query Language
- 4.6 SPARQL is more than a Query Language
- Weekly Assignment
Week 5
- 5.0 Overview
- Learning Material
- 5.1 How to Publish Linked Data
- 5.1 How to Publish Linked Data
- 5.2 Publish Linked Data - Best Practices
- 5.2 Publish Linked Data - Best Practices
- 5.3 How to Publish your own Linked Data
- 5.3 How to Publish your own Linked Data
- 5.4 Linked Data Programming
- 5.4 Linked Data Programming
- 5.5 Linked Data Visualization
- 5.5 Linked Data Visualization
- 5.6 Linked Data Analytics
- 5.6 Linked Data Analytics
- Weekly Assignment
Week 6
- 6.0 Lecture Overview
- Learning Material
- 6.1 Linked Data Fragments
- 6.1 Linked Data Fragments
- 6.2 Metadata and Semantic Annotation
- 6.2 Metadata and Semantic Annotation
- 6.3 Named Entity Resolution
- 6.3 Named Entity Resolution
- 6.4 More Named Entity Resolution
- 6.4 More Named Entity Resolution
- 6.5 Semantic Search
- 6.5 Semantic Search
- 6.6 Exploratory Search and Recommender Systems
- 6.6 Exploratory Search and Recommender Systems
- Weekly Assignment
- Survey
Final Examination
- Final Exam
Hands On for Advanced Users
- Introduction
- Week 1 – Hands On
- Week 2 - Hands On
- Week 3 – Hands On
- Week 4 – Hands On
- Week 5 – Hands On