Maschinelles Lernen in der Produktion WS 23/24
Maschinelles Lernen in der Produktion (Fakultät Maschinenwesen)
Methoden des maschinellen Lernens finden zunehmend Einzug im Produktionsumfeld. Durch die zunehmende Digitalisierung in der Fertigung werden zeitgemäße Lösungen benötigt, um effektiv mit der rasant wachsenden Datenmenge zu arbeiten. In der LV werden die theoretischen Methoden zum maschinellen Lernen im Produktionsumfeld mit praktischen Anwendungen in Verbindung gebracht. Dazu gehören:
- Erfassung von Daten aus Sensoren und Maschinen
- Vorverarbeitung und Verknüpfung von Daten
- Maschinelle Lernalgorithmen, u.a. SVM, Entscheidungsbäume, Neuronale Netze, sowie deren Anwendung und Bewertung.
Machine learning methods are increasingly gaining a foothold in the production environment. Due to the increasing digitization in manufacturing, up-to-date solutions are needed to work effectively with the rapidly growing amount of data. In the course, the theoretical methods for machine learning in the production environment are related to practical applications. These include:
- Acquisition of data from sensors and machines
- Pre-processing and linking of data
- Machine learning algorithms, including SVM, decision trees, neural networks, and their application and evaluation.
| Lecturer | Prof. Dr. Ajla Skrbic |
| Time and Place | Monday (5), GER/037 |
| Start | November 6, 2023 |
| Eligible Students | Students enrolled in the Bachelor’s degree International Relations (mandatory for the 1st Semester); students enrolled in the Master’s degree International Relations (Harmonisierungsmodul); students with a minor in Law |
| Content |
This introduction to Public International Law will cover fundamental aspects of public international law, namely subjects and sources of international law, its relationship to municipal law, and fundamental principles, such as those of sovereign equality, non-interference, state immunity, the settlement of disputes by peaceful means, state responsibility, and the prohibition of the use of force, including its exceptions. The course will feature several case studies and discuss current debates. These will, among others, include the question of Palestinian statehood, the status of Crimea, international terrorism, and the disputed legality of humanitarian interventions. |
| Literature |
A sourcebook and reading material will be provided. Further reading on fundamental principles of international law: Besson/Tasioulas, The Philosophy of International Law, OUP 2010; Fassbender/Aust (Eds.), Basistexte: Völkerrechtsdenken, Nomos UTB 2012. |
| Further Information | The course will be held in English. |
| Klausurtermin | 9 February 2024, 11:10, HÜL/S186 |
- Dieser Inhalt ist freigegeben von 01.10.2023 14:01 Uhr bis 30.03.2024 14:01 Uhr.