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Webis Lecturenotes Slides
Lecturenotes
- Algorithmen und Datenstrukturen
- Data Mining
- Datenbanken
- Information Retrieval
- Languages and Tools
- Lecturenotes Generic
- Logik
- Machine Learning
- Modellierung wissensintensiver Probleme
- Natural Language Processing
- Search Algorithms
- Wahrscheinlichkeitstheorie und Statistik
- Web-Technologie
| Collection. Datenbanken | |||
|---|---|---|---|
| Part. Einführung | |||
| Unit. Organisation, Literatur | fsu-2022 | 2025-12-13 | |
| Unit. Problemstellungen, Begriffe | fsu-2022 | 2025-12-13 | |
| Part. Konzeptueller Datenbankentwurf | |||
| Unit. Datenbankentwurf und Datenbankmodelle | fsu-2022 | 2025-12-13 | |
| Unit. Konzeptueller Datenbankentwurf: ER-Grundlagen | fsu-2022 | 2025-12-13 | |
| Unit. Konzeptueller Datenbankentwurf: ER-Erweiterungen | fsu-2022 | 2025-12-13 | |
| Unit. Konzeptueller Datenbankentwurf: UML | |||
| Part. Logischer Datenbankentwurf mit dem relationalen Modell | |||
| Unit. Relationales Modell: Definition, Integrität | fsu-2022 | 2025-12-13 | |
| Unit. Relationales Modell: Umsetzung ER-Diagramm | fsu-2022 | 2025-12-13 | |
| Unit. Relationales Modell: Syntax-Übersicht | 2025-12-13 | ||
| Part. Grundlagen relationaler Anfragesprachen | |||
| Unit. Relationale Algebra | fsu-2022 | 2025-12-13 | |
| Unit. Tupel- und Domänenkalkül | fsu-2022 | 2025-12-13 | |
| Part. SQL | |||
| Unit. SQL: Anfragesprache | fsu-2022 | 2025-12-13 | |
| Unit. SQL: Datendefinition und -manipulation | fsu-2022 | 2025-12-13 | |
| Unit. SQL: Anwendungsprogrammierung | fsu-2022 | 2025-12-13 | |
| Part. Entwurfstheorie relationaler Datenbanken | |||
| Unit. Funktionale Abhängigkeiten und Normalformen | fsu-2022 | 2025-12-13 | |
| Unit. Entwurfsalgorithmen | 2025-12-13 | ||
| Part. Physischer Datenbankentwurf | |||
| Collection. Information Retrieval | |||
|---|---|---|---|
| Part. Introduction | |||
| Unit. Organization, Literature | mlu-2020 uk-2024 | 2025-10-29 | |
| Unit. Retrieval Problems | mlu-2020 uk-2024 | 2025-10-29 | |
| Unit. Architecture of a Search Engine | mlu-2020 uk-2024 | 2025-10-29 | |
| Unit. Architecture of a Search Engine (Karaoke Version) | 2025-10-29 | ||
| Part. Indexing | |||
| Unit. Indexing Basics | mlu-2020 uk-2024 | 2025-12-09 | |
| Unit. Inverted Index | mlu-2020 uk-2024 | 2025-12-09 | |
| Unit. Index Compression | |||
| Part. Retrieval Models | |||
| Unit. Overview of Retrieval Models | mlu-2020 uk-2024 | 2025-12-09 | |
| Unit. Unigram Models 1 | mlu-2020 uk-2024 | 2025-12-09 | |
| Unit. Unigram Models 2 | mlu-2020 uk-2024 | 2025-12-09 | |
| Unit. Unigram Models 3 | |||
| Unit. Embedding Models | 2025-12-09 | ||
| Unit. Sequence Models | mlu-2020 uk-2024 | 2025-12-09 | |
| Unit. Combining Evidence | |||
| Unit. Learning to Rank | 2025-12-09 | ||
| Unit. Term Weighting Formulas | |||
| Part. User Interface | |||
| Unit. Information Needs and Queries | 2025-01-13 | ||
| Unit. Query Analysis and Refinement | |||
| Unit. Cross-Language Search | |||
| Unit. Showing the Results | |||
| Unit. Size Estimations | |||
| Part. Evaluation | |||
| Unit. Laboratory Experiments | mlu-2020 uk-2024 | 2025-11-25 | |
| Unit. Effectiveness Measures | mlu-2020 uk-2024 | 2025-11-25 | |
| Unit. Training and Testing | mlu-2020 uk-2024 | 2025-11-25 | |
| Unit. Logging | |||
| Part. IR Applications | |||
| Unit. Web Search | 2025-01-13 | ||
| Unit. Argument Search | ul-2020 | 2025-01-13 | |
| Unit. Digital Libraries | |||
| Unit. Enterprise Search | |||
| Unit. Medical Information Retrieval | |||
| Unit. Legal Information Retrieval | |||
| Unit. Patent Search | |||
| Collection. Languages and Tools | |||
|---|---|---|---|
| Part. LISP | |||
| Part. Knowledge Representation Tools | |||
| Part. Data Processing Stack | |||
| Unit. MapReduce | |||
| Unit. Hadoop | |||
| Unit. Docker | 2025-01-13 | ||
| Collection. Lecturenotes Generic | |||
|---|---|---|---|
| Part. Scientific Toolbox | |||
| Unit. Literature Research | ul-2020 | 2025-01-21 | |
| Unit. Oral Presentations | ul-2020 | 2025-01-21 | |
| Unit. Paper Writing Basics | ul-2020 | 2025-01-21 | |
| Part. Scientific Writing | |||
| Unit. Formal Notation | 2025-01-21 | ||
| Part. Lecturenotes Guide | |||
| Unit. Lecturenotes Tutorial | 2025-01-21 | ||
| Unit. Lecturenotes Typesetting Test | 2025-01-21 | ||
| Unit. Lecturenotes Figures | 2025-01-21 | ||
| Collection. Machine Learning | |||
|---|---|---|---|
| Part. Introduction | |||
| Unit. Organization, Literature | uk-2025 | 2025-10-27 | |
| Unit. Learning Tasks | buw-ul-2020 uk-2025 | 2025-10-27 | |
| Unit. Elements of Machine Learning | uk-2025 | 2025-10-27 | |
| Unit. Syntax and Models Overview | 2025-10-27 | ||
| Part. Machine Learning Basics | |||
| Unit. Concept Learning | buw-ul-2020 uk-2025 | 2025-11-27 | |
| Unit. From Regression to Classification | buw-ul-2020 uk-2025 | 2025-11-27 | |
| Unit. Evaluating Effectiveness | buw-ul-2020 uk-2025 | 2025-11-27 | |
| Part. Linear Models | |||
| Unit. Logistic Regression | buw-ul-2020 uk-2025 | 2025-12-04 | |
| Unit. Overfitting and Regularization | buw-ul-2020 uk-2025 | 2025-12-04 | |
| Unit. Gradient Descent in Detail | buw-ul-2020 uk-2025 | 2025-12-04 | |
| Part. Neural Networks | |||
| Unit. Perceptron Learning | buw-ul-2020 uk-2025 | 2025-12-18 | |
| Unit. Multilayer Perceptron | buw-ul-2020 uk-2025 | 2025-12-18 | |
| Unit. Advanced MLPs | ul-2023 | 2025-12-18 | |
| Part. Support Vector Machines | |||
| Unit. Linear SVM | |||
| Unit. Kernel Methods | |||
| Part. Decision Trees | |||
| Unit. Decision Trees Basics | buw-ul-2020 uk-2025 | 2025-07-03 | |
| Unit. Impurity Functions | buw-ul-2020 uk-2025 | 2025-07-03 | |
| Unit. Decision Trees Algorithms | buw-ul-2020 uk-2025 | 2025-07-03 | |
| Unit. Decision Trees Pruning | buw-ul-2020 uk-2025 | 2025-07-03 | |
| Part. Bayesian Learning | |||
| Unit. Probability Basics | buw-ul-2020 uk-2025 | 2025-06-13 | |
| Unit. Bayes Classifier | buw-ul-2020 uk-2025 | 2025-06-13 | |
| Unit. Exploitation of Data | 2025-06-13 | ||
| Unit. Frequentist versus Subjectivist | 2025-06-13 | ||
| Unit. Bayesian Belief Networks | |||
| Part. Learning Theory | |||
| Unit. Error Decomposition and Model Selection | |||
| Unit. VC Dimension | |||
| Unit. PAC Learning | |||
| Part. Deep Learning | |||
| Unit. Introduction to Deep Learning | 2025-01-13 | ||
| Unit. Recurrent Neural Networks | 2025-01-13 | ||
| Unit. Long-Term Dependencies | |||
| Unit. RNNs for Machine Translation | 2025-01-13 | ||
| Unit. Attention Mechanism | |||
| Unit. Self Attention and Transformers | |||
| Unit. Transformer Language Models | |||
| Part. Ensemble Methods and Meta Learning | |||
| Unit. Ensemble Methods Basics | 2023-10-10 | ||
| Unit. Evolutionary Strategies | |||
| Unit. Swarm Strategies | |||
| Part. Reinforcement Learning | |||
| Collection. Natural Language Processing | |||
|---|---|---|---|
| Part. Introduction | |||
| Unit. Organization, Literature | uk-2025 | 2025-04-30 | |
| Unit. NLP Problems | uk-2025 | 2025-04-30 | |
| Part. Corpus Linguistics | |||
| Unit. Empirical Research in NLP | uk-2025 | 2025-05-28 | |
| Unit. Corpora | uk-2025 | 2025-05-28 | |
| Unit. Annotation | uk-2025 | 2025-05-28 | |
| Part. Natural Language Processing Basics | |||
| Unit. String Processing | uk-2025 | 2025-06-04 | |
| Part. Text Models | |||
| Unit. Text Preprocessing | uk-2025 | 2025-11-25 | |
| Unit. Text Representation | uk-2025 | 2025-11-25 | |
| Unit. Text Similarity | uk-2025 | 2025-11-25 | |
| Unit. Text Classification Problems | 2025-11-25 | ||
| Unit. Sequence Models | |||
| Part. Language Models | |||
| Unit. Language Modeling | 2025-06-12 | ||
| Unit. Introduction to LLMs | 2025-06-12 | ||
| Unit. Text Generation | 2025-06-12 | ||
| Part. Words | |||
| Unit. Morphology | uk-2025 | 2025-11-25 | |
| Unit. Word Classes | 2025-11-25 | ||
| Unit. Named Entities | 2025-11-25 | ||
| Part. Syntax | |||
| Unit. Grammar Formalisms | 2025-05-06 | ||
| Unit. Phrase Structure Grammar | 2025-05-06 | ||
| Unit. Dependency Grammars | 2025-05-06 | ||
| Part. Semantics | |||
| Unit. Semantic Structures | 2025-06-26 | ||
| Unit. Natural Language Understanding | |||
| Part. Discourse | |||
| Unit. Models of Discourse | |||
| Unit. Discourse Processing | |||
| Unit. Dialogue Processing | |||
| Unit. Inference and World Knowledge | |||
| Part. Bias and Fairness | |||
| Unit. Biases in Data, Stochastic Parrots, Data De-biasing | |||
| Unit. Resource Consumption, Electronic Colonialism | |||
| Part. NLP Applications | |||
| Unit. Practical Issues | |||
| Unit. Text Clustering | |||
| Collection. Wahrscheinlichkeitstheorie und Statistik | |||
|---|---|---|---|
| Part. Einführung | |||
| Unit. Organisation, Literatur | mlu-2021 | 2025-01-13 | |
| Unit. Einordnung, Begriffe | mlu-2021 | 2025-01-13 | |
| Unit. Syntaxübersicht | |||
| Part. Wahrscheinlichkeitsbegriff | |||
| Unit. Zufallsexperimente | mlu-2021 | 2025-01-13 | |
| Unit. Ergebnisräume | mlu-2021 | 2025-01-13 | |
| Unit. Ereignisräume | mlu-2021 ul-2021 | 2025-01-13 | |
| Unit. Relative Häufigkeit | mlu-2021 ul-2021 | 2025-01-13 | |
| Unit. Klassischer Wahrscheinlichkeitsbegriff | mlu-2021 ul-2021 | 2025-01-13 | |
| Unit. Axiomatischer Wahrscheinlichkeitsbegriff | mlu-2021 ul-2021 | 2025-01-13 | |
| Part. Kombinatorik | |||
| Unit. Permutationen und Kombinationen | mlu-2021 ul-2021 | 2025-01-13 | |
| Unit. Kombinatorik für Laplace-Wahrscheinlichkeiten | mlu-2021 ul-2021 | 2025-01-13 | |
| Unit. Urnenmodell | mlu-2021 ul-2021 | 2025-01-13 | |
| Part. Bedingte Wahrscheinlichkeit | |||
| Unit. Bedingte Wahrscheinlichkeit | mlu-2021 ul-2021 | 2025-01-13 | |
| Unit. Satz von Bayes | mlu-2021 ul-2021 | 2025-01-13 | |
| Unit. Statistische Abhängigkeit | mlu-2021 ul-2021 | 2025-01-13 | |
| Part. Zufallsgrößen und Maßzahlen | |||
| Unit. Zufallsgrößen | mlu-2021 ul-2021 | 2025-01-13 | |
| Unit. Wahrscheinlichkeitsverteilungen | mlu-2021 ul-2021 | 2025-01-13 | |
| Unit. Mehrere Zufallsgrößen in einem Wahrscheinlichkeitsraum | mlu-2021 ul-2021 | 2025-01-13 | |
| Unit. Erwartungswerte | mlu-2021 ul-2021 | 2025-01-13 | |
| Unit. Varianz und Standardabweichung | mlu-2021 ul-2021 | 2025-01-13 | |
| Unit. Schätzwerte für Varianz und Standardabweichung | mlu-2021 ul-2021 | 2025-01-13 | |
| Part. Die Binomialverteilung | |||
| Unit. Bernoulli-Experimente | mlu-2021 ul-2021 | 2025-01-13 | |
| Unit. Bernoulli-Ketten | mlu-2021 ul-2021 | 2025-01-13 | |
| Unit. Bernoulli's Formel | mlu-2021 ul-2021 | 2025-01-13 | |
| Part. Das Gesetz der großen Zahlen | |||
| Unit. Einführung zum Gesetz der großen Zahlen | |||
| Unit. Die Tschebyscheffsche Ungleichung | mlu-2021 ul-2021 | 2023-12-23 | |
| Unit. Bernoulli's Gesetz der großen Zahlen | mlu-2021 ul-2021 | 2023-12-23 | |
| Unit. Borel's Gesetz der großen Zahlen | mlu-2021 ul-2021 | 2023-12-23 | |
| Part. Die Normalverteilung | |||
| Unit. Der lokale Grenzwertsatz | |||
| Unit. Der integrale Grenzwertsatz | |||
| Unit. Die Normalverteilung | |||
| Unit. Der zentrale Grenzwertsatz | |||
| Unit. Das Wahrscheinlichkeitsnetz der Normalverteilung | |||
| Part. Hypothesentests | |||
| Unit. Alternative Tests | |||
| Unit. Signifikanztests | |||
| Collection. Web-Technologie | |||
|---|---|---|---|
| Part. Einführung | |||
| Unit. Organisation, Literatur | buw-2020 | 2025-12-13 | |
| Unit. Problemstellungen, Begriffe | buw-2020 | 2025-12-13 | |
| Part. Kommunikation und Protokolle für Web-Systeme | |||
| Unit. Internetworking | buw-2020 | 2025-04-30 | |
| Unit. Client-Server-Interaktionsmodell | buw-2020 | 2025-04-30 | |
| Unit. HTTP-Protokoll, Grundlagen TLS | buw-2020 | 2025-04-30 | |
| Unit. Zeichen und Codierung | 2025-04-30 | ||
| Part. Dokumentsprachen | |||
| Unit. Auszeichnungssprachen | buw-2020 | 2025-06-11 | |
| Unit. HTML | buw-2020 | 2025-06-11 | |
| Unit. Cascading Stylesheets CSS | buw-2020 | 2025-06-11 | |
| Unit. XML-Grundlagen | buw-2020 | 2025-06-11 | |
| Unit. XML-Schema | buw-2020 | 2025-06-11 | |
| Unit. Die XSL-Familie | buw-2020 | 2025-06-11 | |
| Unit. Parse-Paradigmen und APIs für XML | buw-2020 | 2025-06-11 | |
| Part. Server-Technologien | |||
| Unit. Web-Server, Container und -Frameworks, Template Engines | buw-2020 | 2025-06-18 | |
| Unit. Exkurs: Reguläre Ausdrücke, PHP | buw-2020 | 2025-06-18 | |
| Part. Client-Technologien | |||
| Unit. Web-Clients, Exkurs: Programmiersprachen | buw-2020 | 2025-07-02 | |
| Unit. JavaScript | 2025-07-02 | ||
| Unit. WebAssembly | |||
| Part. Architekturen und Middleware | |||
| Unit. Client-Server-Architekturen, Ajax, REST | 2025-07-02 | ||
| Unit. WebSockets, RPC, Message-oriented-Middleware | |||
| Part. Semantic Web | |||
| Unit. Motivation Semantic Web | 2025-01-13 | ||
| Unit. Einführung RDF | 2025-01-13 | ||
| Unit. RDF-Anwendungen | |||
| Unit. RDF Vocabulary Description Language: RDF Schema | 2025-01-13 | ||
| Unit. Semantik von RDF und RDFS | 2025-01-13 | ||
| Unit. Ontologien und OWL | 2025-01-13 | ||
| Unit. OWL-Anwendungen und Werkzeuge | |||
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