Канал: OpenHPI Tutorials

1.1 Discovery of the Human Genome

1.1 Discovery of the Human Genome

1.2 Real world Use Case Oncology

1.2 Real world Use Case Oncology

1.3 Architecture Components of Cells

1.3 Architecture Components of Cells

1.4 Data Storage Components of DNA and RNA

1.4 Data Storage Components of DNA and RNA

1.5 Lifecycle Management Replication

1.5 Lifecycle Management Replication

1.6 Compiling the Code Transcription and Translation

1.6 Compiling the Code Transcription and Translation

1.7 Bugs Genetic Changes

1.7 Bugs Genetic Changes

2.1 Digital Transformation From DNA and RNA to Data

2.1 Digital Transformation From DNA and RNA to Data

2.2 Reconstruct the Genome Alignment

2.2 Reconstruct the Genome Alignment

2.3 Identifying Changes Variant Calling

2.3 Identifying Changes Variant Calling

2.4 Genetic Annotations

2.4 Genetic Annotations

2.5 Reproducible Research Graphical Pipeline Modeling

2.5 Reproducible Research Graphical Pipeline Modeling

2.6 Reproducible Research Pipeline Execution

2.6 Reproducible Research Pipeline Execution

2.7 Solve the Puzzle

2.7 Solve the Puzzle

3.1 Genome Browser and Medical Knowledge Cockpit

3.1 Genome Browser and Medical Knowledge Cockpit

2.8 Additional Information on the Final Exam

2.8 Additional Information on the Final Exam

3.1 How to Query RDFS SPARQL

3.1 How to Query RDFS SPARQL

3.2 How to Query RDFS SPARQL

3.2 How to Query RDFS SPARQL

3.4 How to Query RDFS SPARQL 1 1

3.4 How to Query RDFS SPARQL 1 1

3.5 How to Store RDFS Data Triple Stores

3.5 How to Store RDFS Data Triple Stores

3.6 The Limits of RDFS

3.6 The Limits of RDFS

Extra Semantic Meta Data and the Web

Extra Semantic Meta Data and the Web

4.1 Ontology as Central Concept in Philosophy

4.1 Ontology as Central Concept in Philosophy

4.2 Ontologies in Computer Science

4.2 Ontologies in Computer Science

4.3 How Do I Define a Formal Model of an Ontology

4.3 How Do I Define a Formal Model of an Ontology

4.4 Ontology Types

4.4 Ontology Types

4.5 Foundations of Logic

4.5 Foundations of Logic

4.6 Canonical Form

4.6 Canonical Form

4.7 Resolution

4.7 Resolution

4.8 Resolution FOL

4.8 Resolution FOL

4.9 Tableaux Algorithm

4.9 Tableaux Algorithm

5.1 Description Logics ALC

5.1 Description Logics ALC

5.2 DL Inference and Reasoning

5.2 DL Inference and Reasoning

5.3 Tableaux Algorithm for ALC

5.3 Tableaux Algorithm for ALC

5.4 Web Ontology Language OWL

5.4 Web Ontology Language OWL

5.5 Web Ontology Language OWL 2

5.5 Web Ontology Language OWL 2

5.6 Web Ontology Language OWL 3

5.6 Web Ontology Language OWL 3

5.7 Web Ontology Language OWL 4

5.7 Web Ontology Language OWL 4

5.8 Web Ontology Language OWL 5

5.8 Web Ontology Language OWL 5

5.9 Rules and the Semantic Web

5.9 Rules and the Semantic Web

6.1 Ontological Engineering

6.1 Ontological Engineering

6.2 Ontology Design

6.2 Ontology Design

6.3 Ontology Design 101

6.3 Ontology Design 101

6.4 Linked Data Engineering

6.4 Linked Data Engineering

6.5 Linked Data Engineering 2

6.5 Linked Data Engineering 2

6.6 Named Entity Recognition

6.6 Named Entity Recognition

6.7 Semantic Search

6.7 Semantic Search

6.8 Exploratory Search

6.8 Exploratory Search

3.3 How to Query RDFS SPARQL

3.3 How to Query RDFS SPARQL

2.4 How to Represent Facts RDF 3

2.4 How to Represent Facts RDF 3

2.6 How to Model Classes and Relations RDFS

2.6 How to Model Classes and Relations RDFS

1.3 The Importance of Meaning

1.3 The Importance of Meaning

2.3 How to Represent Facts RDF 2

2.3 How to Represent Facts RDF 2

2.7 How Much Semantics is there in RDFS

2.7 How Much Semantics is there in RDFS

1.5 The Vision of the Semantic Web

1.5 The Vision of the Semantic Web

1.6 The Vision of the Semantic Web continued

1.6 The Vision of the Semantic Web continued

2.1 How to identify Things URIs

2.1 How to identify Things URIs

2.2 How to Represent Facts RDF 1

2.2 How to Represent Facts RDF 1

1.4 The Limits of the Web continued

1.4 The Limits of the Web continued

1.7 Applications in the Web of Data

1.7 Applications in the Web of Data

2.5 How to Represent Facts RDF 4

2.5 How to Represent Facts RDF 4

1.2 The Limits of the Web

1.2 The Limits of the Web

1.1 The Web and how we got there

1.1 The Web and how we got there

6.7 Exploratory Search

6.7 Exploratory Search

6.6 Semantic Search

6.6 Semantic Search

6.5 Knowledge Mining and Information Extraction IV

6.5 Knowledge Mining and Information Extraction IV

5.7 Deep learning

5.7 Deep learning

6.4 Knowledge Mining and Information Extraction III

6.4 Knowledge Mining and Information Extraction III

5.3 Evaluation and Generalization Problems

5.3 Evaluation and Generalization Problems

5.0 Lecture Overview

5.0 Lecture Overview

5.6 Unsupervised Learning

5.6 Unsupervised Learning

6.1 Linked Data Programming

6.1 Linked Data Programming

5.1 A Brief History of AI

5.1 A Brief History of AI

6.0 Lecture Overview

6.0 Lecture Overview

4.7 Linked Data Knowledge Bases

4.7 Linked Data Knowledge Bases

6.2 Knowledge Mining and Information Extraction I

6.2 Knowledge Mining and Information Extraction I

5.5 Basic Machine Learning Algorithms II

5.5 Basic Machine Learning Algorithms II

5.4 Basic Machine Learning Algorithms I

5.4 Basic Machine Learning Algorithms I

6.3 Knowledge Mining and Information Extraction II

6.3 Knowledge Mining and Information Extraction II

5.2 Introduction to Machine Learning

5.2 Introduction to Machine Learning

4.6 More Complex SPARQL Queries

4.6 More Complex SPARQL Queries

4.4 How to Query RDF with SPARQL

4.4 How to Query RDF with SPARQL

4.5 Complex Queries with SPARQL

4.5 Complex Queries with SPARQL

4.3 Web Ontology Language OWL II

4.3 Web Ontology Language OWL II

4.2 Web Ontology Language OWL I

4.2 Web Ontology Language OWL I

4.1 Linked Data Principles

4.1 Linked Data Principles

3.7 Logical Inference with RDFS

3.7 Logical Inference with RDFS

3.6 Model Building with RDFS

3.6 Model Building with RDFS

4.0 Lecture Overview

4.0 Lecture Overview

3.5 RDF Turtle Serialization

3.5 RDF Turtle Serialization

3.4 Representing Facts with RDF

3.4 Representing Facts with RDF

3.3 How to Identify and Access Linked Data

3.3 How to Identify and Access Linked Data

3.1 Understanding Data on the Web

3.1 Understanding Data on the Web

3.2 Towards a Universal Data Representation

3.2 Towards a Universal Data Representation

3.0 Lecture Overview

3.0 Lecture Overview

2.7 Part of Speech Tagging II

2.7 Part of Speech Tagging II

1.2 Language and Understanding

1.2 Language and Understanding

1.3 NLP Techniques and Challenges

1.3 NLP Techniques and Challenges

1.7 Regular Expressions

1.7 Regular Expressions

1.5 Morphology

1.5 Morphology

1.1 Information and Knowledge

1.1 Information and Knowledge

2.4 Language Model and N Grams II

2.4 Language Model and N Grams II

2.5 Language Model and N Grams III

2.5 Language Model and N Grams III

2.1 Finite State Automata

2.1 Finite State Automata

1.6 Evaluation, Precision, and Recall Excursion

1.6 Evaluation, Precision, and Recall Excursion

1.4 Linguistic Basics

1.4 Linguistic Basics

2.0 Lecture Overview

2.0 Lecture Overview

2.3 Language Model and N Grams I

2.3 Language Model and N Grams I

1.6 Evaluation, Precision, and Recall

1.6 Evaluation, Precision, and Recall

2.6 Part of Speech Tagging I

2.6 Part of Speech Tagging I

1.0 Lecture Overview

1.0 Lecture Overview

2.2 Finite State Transducers

2.2 Finite State Transducers

6.10 Course Update Current Security Topics

6.10 Course Update Current Security Topics

6.6 Privacy Cloud

6.6 Privacy Cloud

6.9 Excursion 2 Spectre and Meltdown

6.9 Excursion 2 Spectre and Meltdown

6.7 Privacy Smart Home and Smart Meters

6.7 Privacy Smart Home and Smart Meters

6.8 Privacy Summary and Conclusion

6.8 Privacy Summary and Conclusion

6.2 Privacy Smartphones

6.2 Privacy Smartphones

6.2.1 Excursion 1 Android Security

6.2.1 Excursion 1 Android Security

6.5 Internet Surveillance

6.5 Internet Surveillance

6.4 Movemement Profiles

6.4 Movemement Profiles

6.3 Privacy Smart Watches and Health Trackers

6.3 Privacy Smart Watches and Health Trackers

6.1 Privacy Payment and Bonus Systems

6.1 Privacy Payment and Bonus Systems

6.0 Introduction Private Sphere and Data Privacy in the Digital Environment

6.0 Introduction Private Sphere and Data Privacy in the Digital Environment

5.8 Excursion RSA

5.8 Excursion RSA

5.7 Trust Problem, Certificates & PKI

5.7 Trust Problem, Certificates & PKI

5.6 Digital Signatures

5.6 Digital Signatures

5.5 Security Protocols

5.5 Security Protocols

5.4 HTTPS and TLSSSL

5.4 HTTPS and TLSSSL

5.3 Encryption Methods

5.3 Encryption Methods

5.2 Classical Encryption Methods

5.2 Classical Encryption Methods

5.1 Encryption Technology

5.1 Encryption Technology

4.6 Attacks on Services

4.6 Attacks on Services

4.8 Attacks on the World Wide Web – via Web Servers

4.8 Attacks on the World Wide Web – via Web Servers

5.0 Introduction Secure communication on the Internet

5.0 Introduction Secure communication on the Internet

4.10 Excursion Advanced Persistent Threat

4.10 Excursion Advanced Persistent Threat

4.9 Secure Internet – Protective Measures

4.9 Secure Internet – Protective Measures

4.7 Attacks on the World Wide Web – via Web Browsers

4.7 Attacks on the World Wide Web – via Web Browsers

4.5 Man in the Middle Attacks

4.5 Man in the Middle Attacks

4.4 Faking Addresses on the Internet – Spoofing

4.4 Faking Addresses on the Internet – Spoofing

4.2 Wireless Networks

4.2 Wireless Networks

4.3 Eavesdropping on the Internet

4.3 Eavesdropping on the Internet

4.1 Open Internet

4.1 Open Internet

4.0 Open Internet, Unsafe Transport Routes

4.0 Open Internet, Unsafe Transport Routes

3.7 Excursion Personal Firewalls

3.7 Excursion Personal Firewalls

3.6 Excursion Firewalls

3.6 Excursion Firewalls

3.5 Mobile Apps and Malware

3.5 Mobile Apps and Malware

3.0 Introduction Malware from the Internet

3.0 Introduction Malware from the Internet

3.2 Malware Botnets

3.2 Malware Botnets

3.4 Malware Protective Measures

3.4 Malware Protective Measures

3.3 Malware Spectacular Examples

3.3 Malware Spectacular Examples

3.1 Malware from the Internet Viruses, Trojans, Botnets

3.1 Malware from the Internet Viruses, Trojans, Botnets

2.10 Excursion Hash Functions

2.10 Excursion Hash Functions

2.9 Excursion Password Length

2.9 Excursion Password Length

2.8 Secure Authentication

2.8 Secure Authentication

2.7 Identity Theft by Social Engineering

2.7 Identity Theft by Social Engineering

2.6 Protection Good Passwords

2.6 Protection Good Passwords

2.5 Attacks on Passwords

2.5 Attacks on Passwords

2.1 Introduction Digital Identities and Passwords

2.1 Introduction Digital Identities and Passwords

2.3 Password Based Login Process

2.3 Password Based Login Process

2.2 Identity Theft

2.2 Identity Theft

2.4 Dilemma of Weak Passwords

2.4 Dilemma of Weak Passwords

2.0 Introduction How Do We Actually Move on the Internet

2.0 Introduction How Do We Actually Move on the Internet

1.8 Brief History of Cybercrime

1.8 Brief History of Cybercrime

1.3 The Internet – A Popular Target

1.3 The Internet – A Popular Target

1.2 Introduction World Wide Web

1.2 Introduction World Wide Web

1.1 Introduction Internet

1.1 Introduction Internet

1.5 Cybercrime

1.5 Cybercrime

1.4 Risks in the Internet

1.4 Risks in the Internet

1.9 Security Objectives

1.9 Security Objectives

1.7 Common Attacks

1.7 Common Attacks

1.0 Introduction Internet and Cybercrime

1.0 Introduction Internet and Cybercrime

1.6 Attackers and their Motives

1.6 Attackers and their Motives

2.10 Zusammenfassung Woche 2

2.10 Zusammenfassung Woche 2

2.8 Ethereum Smart Contracts

2.8 Ethereum Smart Contracts

2.9 Blockchain Typen

2.9 Blockchain Typen

2.7 Sicherheit des Nakamoto Konsens

2.7 Sicherheit des Nakamoto Konsens

2.5 Bitcoin Blockchain

2.5 Bitcoin Blockchain

2.6 Bitcoin Datenaustausch

2.6 Bitcoin Datenaustausch

2.4 Bitcoin Blockerstellung

2.4 Bitcoin Blockerstellung

2.3 Bitcoin Kontoverwaltung

2.3 Bitcoin Kontoverwaltung

2.2 Bitcoin Transaktionen

2.2 Bitcoin Transaktionen

2.0 Übersicht Woche 2

2.0 Übersicht Woche 2

2 .1 Nakamotos Bitcoin Währung

2 .1 Nakamotos Bitcoin Währung

1.9 Zusammenfassung Woche 1

1.9 Zusammenfassung Woche 1

1.5 Das Problem der byzantinischen Generäle

1.5 Das Problem der byzantinischen Generäle

1.8 Verlinkte Zeitstempel

1.8 Verlinkte Zeitstempel

1.7 Sicherheit durch Rechenaufwand

1.7 Sicherheit durch Rechenaufwand

1.6 Sybil Angriff

1.6 Sybil Angriff

1.4 Fehlermodelle von Konsensalgorithmen

1.4 Fehlermodelle von Konsensalgorithmen

1.3 Konsistenz in verteilten Systemen

1.3 Konsistenz in verteilten Systemen

1.2 Von Zentralisierung zu verteilten Systemen

1.2 Von Zentralisierung zu verteilten Systemen

1.1 Die Blockchain Story

1.1 Die Blockchain Story

1.0 Kursübersicht

1.0 Kursübersicht

6.9 EXTRA: Linked Data Analytics

6.9 EXTRA: Linked Data Analytics

6.10 EXTRA: Semantic Recommender Systems

6.10 EXTRA: Semantic Recommender Systems

6.3 Linked Data Programming

6.3 Linked Data Programming

6.8 EXTRA: Named Entity Resolution Revisited

6.8 EXTRA: Named Entity Resolution Revisited

6.6 Semantic Search

6.6 Semantic Search

6.7 Exploratory Search

6.7 Exploratory Search