Courses Map

The table below organizes the Webis courses (see copyright), which cover relevant contents from our research areas. Clicking a table cell will bring you to the respective course slides. Choose a filter criterion to see at which universities or at what level our courses are taught.

Algorithmen und Datenstrukturen	Einführung Algorithm Engineering Sortieren Datenstrukturen Graphalgorithmen Anwendungen
Datenbanken	Einführung Konzeptueller Datenbankentwurf Logischer DB-Entwurf mit re‍lat. Modell Grundlagen re‍lat. Anfragesprachen SQL Entwurfstheorie relationaler Datenbanken Physikalischer Datenbankentwurf
Web-Technologie	Einführung Kommunikation und Protokolle Dokumentsprachen Server-Technologien Client-Technologien Architekturen und Middleware Semantic Web
Information Retrieval	Introduction Text Transformation Indexing Retrieval Models Users and Queries Result Presentation Evaluation Acquisition Cross-language Retrieval Distributed and Parallel Retrieval Multimedia Retrieval Other Application Domains
Natural Language Processing	Introduction Corpus Linguistics Words Syntax Semantics Pragmatics Speech NLP Architectures NLP Applications
Machine Learning	Introduction Machine Learning Basics Linear Models Neural Networks Support Vector Machines Decision Trees Bayesian Learning Learning Theory Deep Learning Ensemble Methods and Meta Learning Reinforcement Learning
Data Mining	Introduction Cluster Analysis Nearest Neighbor Strategies Latent Variables Analysis Association Analysis
Search Algorithms	Introduction Basic Search Algorithms Informed Search Searchspace Representation Search Theory Relaxed Models Game Playing Search Applications
Logik	Einführung Aussagenlogik Prädikatenlogik Nichtklassische Logiken Erweiterungen und Anwend. zur Logik
Modellierung wissensinten. Probleme	Einführung Wissensrepräsentation Begriffe der Modellierung Modellieren mit Constraints Diagnose Planen und Konfigurieren
Languages and Tools	LISP LISP Applications MapReduce Knowledge Representation Tools Docker
Lecturenotes Generic	Styleguide

© Maintainers of the Lecturenotes repository and main persons in charge are Benno Stein and Theo Lettmann, who also authored a large portion of the scripts. Our mission is to create first-class teaching resources for selected basic and advanced computer science topics, while putting high emphasis on both semantical and syntactical coherence. In this regard the mathematical language is unified across all units, as is the ''formalization dialectics'', but also the use of fonts, colors, and style, to mention only a few aspects.
Meanwhile other computer scientists have joined the team: Michael Granitzer (Passau University) as of 2013, Matthias Hagen (Friedrich Schiller University Jena) as of 2015, Martin Potthast (Leipzig University) as of 2017, Henning Wachsmuth (Paderborn University) as of 2018. The Lecturenotes scripts are continuously improved and extended; the scripts are freely available and their use is encouraged as long as they are not modified and a copyright note pointing to the authors is provided. Hints regarding the improvement or the use of the scripts are very welcome.

Benno Stein and Theo Lettmann

Courses Map

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ChatNoir

Netspeak

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