列出的学习单元属于课程Information Service Engineering。您想访问所有课程内容吗？
Week 1
0.0 Lecture Outline
视频
Important Dates and the Team
文本
1.0 Lecture Overview
视频
Learning Material
文本
1.1 Information and Knowledge
视频
1.1 Information and Knowledge
自我测试
1.2 Language and Understanding
视频
1.2 Language and Understanding
自我测试
1.3 NLP Techniques and Challenges
视频
1.3 NLP Techniques and Challenges
自我测试
1.4 Linguistic Basics
视频
1.4 Linguistic Basics
自我测试
1.5 Morphology
视频
1.5 Morphology
自我测试
1.6 Evaluation, Precision, and Recall
视频
1.6 Evaluation, Precision and Recall
自我测试
1.6 Evaluation, Precision, and Recall - Excursion
视频
1.6 Evaluation, Precision and Recall - Excursion
自我测试
1.7 Regular Expressions
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1.7 Regular Expressions
自我测试
1.8 Weekly Assignment
分级测试
Week 2
2.0 Lecture Overview
视频
Learning Material
文本
2.1 Finite State Automata
视频
2.1 Finite State Automata
自我测试
2.2 Finite State Transducers
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2.2. Finite State Transducers
自我测试
2.3 Language Model and N-Grams I
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2.3 Language Model and N-Grams I
自我测试
2.4 Language Model and N-Grams II
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2.4 Language Model and N-Grams II
自我测试
2.4 Language Model and N-Grams II - Excursion
自我测试
2.5 Language Model and N-Grams III
视频
2.5 Language Model and N-Grams III
自我测试
2.6 Part-of-Speech Tagging I
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2.6 Part-of-Speech Tagging I
自我测试
2.7 Part-of-Speech Tagging II
视频
2.7 Part-of-Speech Tagging II
自我测试
2.8 Bonus Quiz
奖励测试
2.9 Weekly Assignment
分级测试
Week 3
3.0 Lecture Overview
视频
Learning Material
文本
3.1 Understanding Data on the Web
视频
3.1 Understanding Data on the Web
自我测试
3.2 Towards a Universal Data Representation
视频
3.2 Towards a Universal Data Representation
自我测试
3.3. - How to Identify and Access Linked Data
视频
3.3. How to Access and Identify Linked Data
自我测试
3.3. How to Access and Identify Linked Data - Hands On
自我测试
3.4 Representing Facts with RDF
视频
3.4. Representing Facts with RDF
自我测试
3.5 RDF Turtle Serialization
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3.5 RDF Turtle Serialization
自我测试
3.6 Model Building with RDFS
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3.6 Model Building with RDFS
自我测试
3.7 Logical Inference with RDF(S)
视频
3.7 Logical Inference with RDF(S)
自我测试
Week 3 Bonus Quiz
奖励测试
3.8 Weekly Assigment
分级测试
Week 4
4.0 Lecture Overview
视频
Learning Material
文本
4.1 Linked Data Principles
视频
4.1 Linked Data Principles
自我测试
4.2 Web Ontology Language OWL I
视频
4.2 Web Ontology Language OWL I
自我测试
4.3 Web Ontology Language OWL II
视频
4.3 Web Ontology Language OWL II
自我测试
4.4 How to Query RDF with SPARQL
视频
4.4 How to Query RDF with SPARQL
自我测试
4.5 Complex Queries with SPARQL
视频
4.5 Complex Queries with SPARQL
自我测试
4.6 More Complex SPARQL Queries
视频
4.6 More Complex SPARQL Queries
自我测试
4.6 More Complex SPARQL Queries - Hands On
自我测试
4.7 Linked Data Knowledge Bases
视频
4.7 Linked Data and Knowledge Bases
自我测试
Week 4 Bonus Quiz
奖励测试
4.8 Weekly Assigment
分级测试
Week 5
5.0 Lecture Overview
视频
Learning Material
文本
5.1 A Brief History of AI
视频
5.1 A Brief History of AI
自我测试
5.2 Introduction to Machine Learning
视频
5.2 Introduction to Machine Learning
自我测试
5.3 Evaluation and Generalization Problems
视频
5.3 Evaluation and Generalization Problems
自我测试
5.4 Basic Machine Learning Algorithms I
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5.4 Basic Machine Learning Algorithms I
自我测试
5.5 Basic Machine Learning Algorithms II
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5.5 Basic Machine Learning Algorithms II
自我测试
5.6 Unsupervised Learning
视频
5.6 Unsupervised Learning
自我测试
5.7 Deep learning
视频
5.7 Deep Learning
自我测试
Week 5 Bonus Quiz
奖励测试
5.8 Weekly Assigment
分级测试
Week 6
Learning Material
文本
6.0 Lecture Overview
视频
6.1 Linked Data Programming
视频
6.1 Linked Data Programming
自我测试
6.2 Knowledge Mining and Information Extraction I
视频
6.2 Knowledge Mining and Information Extraction I
自我测试
6.3 Knowledge Mining and Information Extraction II
视频
6.3 Knowledge Mining and Information Extraction II
自我测试
6.4 Knowledge Mining and Information Extraction III
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6.4 Knowledge Mining and Information Extraction III
自我测试
6.5 Knowledge Mining and Information Extraction IV
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6.5 Knowledge Mining and Information Extraction IV
自我测试
6.6 Semantic Search
视频
6.6 Semantic Search
自我测试
6.7 Exploratory Search
视频
6.7 Exploratory Search
自我测试
6.8 Weekly Assignment
分级测试