(2019). Hands-on machine learning with scikit-learn, keras, and TensorFlow (2nd ed.). Sebastopol, CA: O’Reilly Media.  Bishop., C. (2016). Pattern Recognition and Machine Learning. New York, NY: Springer [...] Studierenden solide Grundlagen in Deep Learning erworben. Insbesondere sind sie in der Lage:  den Stand der Technik von Machine Learning und Deep Learning zu verstehen  können die verschiedenen [...] concepts and their functionality  Introduction to Robot operation system (ROS)  Introduction to mapping and pathfinding algorithms  Introduction to robotic simulation tools  Insight into robot

resilience to power outages, cyberattacks and crises. • Private monies and systems may contribute to efficiency but are profit-driven, which limits the extent to which they can contribute to the public [...] cash and, establish rights to access and pay in cash. The cash infrastructure must be adapted to the needs of cash users, who otherwise will have no option but to shift to electronic payment alternatives [...] important for people who find it difficult to make ends meet. • Cash provides tourists and foreign visitors to a country with a certainty about being able to pay. In light of these benefits, many

resilience to power outages, cyberattacks and crises. • Private monies and systems may contribute to efficiency but are profit-driven, which limits the extent to which they can contribute to the public [...] cash and, establish rights to access and pay in cash. The cash infrastructure must be adapted to the needs of cash users, who otherwise will have no option but to shift to electronic payment alternatives [...] important for people who find it difficult to make ends meet. • Cash provides tourists and foreign visitors to a country with a certainty about being able to pay. In light of these benefits, many

prevented to attend the inspection on August 8th, this must be announced in good time on the bulletin board (Schwarzes Brett). Students who would like to view their exam then have the opportunity to request [...] stated. In order to meet deadlines, inspection must be possible within four calendar weeks from the day the grades are announced. The agreed appointment must be observed, there is no right to catch up on [...] und Erstkorrektor- innen. The inspection will take place on Friday, August 8th, 2024, from 9:00 to 12:00 at the MBUT Faculty with the respective first correctors 2. Sollten Erstkorrektoren

will conduct independent research to gather and analyze diverse data sources relevant to sustainable development. • They will apply statistical and computational methods to analyze financial and sustainability [...] Examination*1) Type/Scope incl. Weighting *2) Learning Objectives/Competencies to be Assessed Learning portfolio Written: Reports on lab works (70 %), Test (20%) Orally: [...] Examination*1) Type/Scope incl. Weighting *2) Learning Objectives/Competencies to be Assessed Learning portfolio Written: Presentation (20 %), Test: (20%) Orally: Discussion

will conduct independent research to gather and analyze diverse data sources relevant to sustainable development. • They will apply statistical and computational methods to analyze financial and sustainability [...] Examination*1) Type/Scope incl. Weighting *2) Learning Objectives/Competencies to be Assessed Learning portfolio Written: Reports on lab works (70 %), Test (20%) Orally: [...] Examination*1) Type/Scope incl. Weighting *2) Learning Objectives/Competencies to be Assessed Learning portfolio Written: Presentation (20 %), Test: (20%) Orally: Discussion

on to object-oriented programming, including an overview of the language syntax and how to develop simple applications. Students will learn how to write custom classes and methods, and how to test [...] presented at the project kickoff and are to be worked on successively. Each student has to contribute individually to the common task. The overall results are to be submitted in the group in the form [...] Competence and Self-competence): • You are also able to present solutions that have been created, to discuss their quality and alternatives and to reflect on their problem-solving strategy in a technical

Last, but not least: Thanks to small student groups, professors, lecturers and support 3 staff quickly get to know you by name. We are quickly accessible and try to address any problems that might [...] universities Many elective modules, entrepreneurship and research projects to realize own ideas, different study paths to address different language levels Understand and apply the necessary technology [...] providing you with all the necessary info to get you started. 1 OTH Amberg-Weiden – Medical Engineering - Prof. Burkhard Stolz page Happy to help Kathrin Forster Student‘s Office Telefon

Practical Machine Learning Tools and Techniques, Morgan Kaufmann, 2018. A. Géron: Hands-on Machine Learning with Scikit-Learn, Keras and Tensor Flow, O’Reilly, 2019. S. Raschka: Machine Learning mit Python [...] Verfahren des Supervised und des Unsupervised Learning • Implementierung und Anwendung von Machine Learning-Methoden in einer Software-Bibliothek (z.B. Scikit-learn) Lehrmaterial / Literatur Teaching [...] TensorFlow 2 und Scikit-learn: das Praxis-Handbuch für Data Science, Deep Learning und Predictive Analytics, mitp-Verlag, 2021. C. M. Bishop: Pattern Recognition and Machine Learning, Springer Verlag, 2016

science and the machine learning domain • Understanding some of the most widely used machine learning methods • Being able to implement a machine learning pipeline in order to solve real world problems [...] Voraussetzungen* Prerequisites This course is an introduction to ML. There is no need to have any prior knowledge about machine learning *Hinweis: Beachten Sie auch die Voraussetzungen nach Prüf [...] limited to linear regression and classification, Support vector machines and Deep neural networks. 3) Introduction to Python programming for data science. 4) Applying machine learning models on

Prüfungsvorbereitung: 30 h Gesamtaufwand: 150 h Lernziele / Qualifikationen des Moduls Learning Outcomes Nach dem erfolgreichen Absolvieren des Moduls verfügen die Studierenden über die folgenden [...] 60 h Prüfungsvorbereitung: 30 h Gesamtzeit: 150 h Lernziele / Qualifikationen des Moduls Learning Outcomes Nach dem erfolgreichen Absolvieren des Moduls verfügen die Studierenden über die folgenden [...] Prüfungsvorbereitung: 30 h Gesamtaufwand: 150 h Lernziele / Qualifikationen des Moduls Learning Outcomes Nach dem erfolgreichen Absolvieren des Moduls verfügen die Studierenden über die folgenden

experience or eagerness to learn quickly how to identify, implement, and leverage tools such as Google, LinkedIn Sales Navigator, or others for prospect research, and a CRM system to manage the pipeline [...] tools we come up with, we need to keep it simple – outcome matters). • Ability to translate strategic plans into practice, following a hands-on approach and way of working to make effective and efficient [...] we aim to meet as a team on a regular basis at our site in Amberg. • Base salary and additional performance-based benefits following your results and business growth. • Willingness and ability to join the

) by June 14th 2024. All contributions to the conference proceedings will then be reviewed. In addition to the quality of the content, the reference to at least one of the main topics of the conference [...] after the review process. If your contribution to the conference proceedings is accepted, you will then have time to revise your contribution if necessary and to incorporate the feedback from the review. [...] consent of the rights holder to transfer the rights of use to OTH Amberg-Weiden for presentation in print products and on internet portals as part of the international Meeting of the STACK Community 2024

They learn to identify these situations and to appear interculturally competent. • Personal competence (social competence and self-competence): Students acquire the interdisciplinary ability to perform [...] • In addition to theoretical knowledge, students also acquire the ability to apply process engineering principles in practice, both independently and in a team. • They are able to critically analyse [...] interculturality. They learn the theoretical basics of intercultural communication and understanding. • Methodological competence: Students are able to apply strategies to improve the handling of

Bayern SU Kl oder ModA oder Präs oder mdlP 1 16 INT International Affairs & Intercultural Meeting 5 4 Heckmann Heckmann SU/Ü ModA 2 21 SK1 Symbolische Künstliche Intelligenz 1 (Logik & Semantik) [...] 2 24 INF Informatik Grundlagen 5 4 Wiehl Wiehl SU/Ü Kl 90 Minuten 2 25 EKM Ethik, Kognition & Meeting 5 4 Heckmann Heckmann, Ranisch SU/Ü Präs 2 26 BWI Betriebswirtschaftslehre & Innovationsmanagement [...] Software Engineering für KI 5 5 Rebholz Neumann, Rebholz SU/Ü Kl 90 Minuten 5 51 ML1 Machine Learning 1 5 4 Brunner Brunner SU/Ü Kl 60 Minuten 5 52 BCN Big Data, Cloud & NoSQL 5 4 Neumann Neumann

1 14 INF Informatik Grundlagen 5 4 Wiehl Wiehl SU/Ü Kl 90 Minuten 1 15 EKM Ethik, Kognition & Meeting 5 4 Heckmann Heckmann, Ranisch SU/Ü Präs 1 16 BWI Betriebswirtschaftslehre & Innovationsmanagement [...] Software Engineering für KI 5 5 Rebholz Neumann, Rebholz SU/Ü Kl 90 Minuten 4 41 ML1 Machine Learning 1 5 4 Brunner Brunner SU/Ü Kl 60 Minuten 4 42 BCN Big Data, Cloud & NoSQL 5 4 Neumann Neumann [...] SpringSchool 5 4 Heckmann N.N., Dozierende der Fakultäten EMI/MBUT Sem Präs 6 61 ML2 Machine Learning 2 5 4 Brunner N.N. SU/Ü, Pr ModA 6 62 KPG KI Projekt Gaming 5 4 Meiller Meiller, Nierhoff Proj

true Author Michael Wiehl producer Microsoft: Print To PDF access_permission:can_modify true pdf:docinfo:producer Microsoft: Print To PDF pdf:docinfo:created 2024-06-05T07:27:46Z Studienplan [...] (SWS) ECTS % AI basics vision & robotics (summer) 0 0 8 10 0 0 4 5 0 0 12 15 17% 1.1 Deep Learning (DPLE) 4 5 4 5 1.2 Computer vision and AI (CVAE) 4 5 4 5 1.3 Autonomous robots (AURE) 4 5 4 5 [...] 0 0 AI basics data & language (winter) 8 10 0 0 4 5 0 0 0 0 12 15 17% 2.1 Machine Learning (MALE) 4 5 4 5 2.2 Modern Databases and NoSQL (MDNE) 4 5 4 5 2.3 NLP and Information retrieval (NLPE) 4 5 4

true Author Michael Wiehl producer Microsoft: Print To PDF access_permission:can_modify true pdf:docinfo:producer Microsoft: Print To PDF pdf:docinfo:created 2024-06-05T07:25:13Z Studienplan [...] Deep Learning (DPLE) 4 5 4 5 1.2 Computer vision and AI (CVAE) 4 5 4 5 1.3 Autonomous robots (AURE) 4 5 4 5 0 0 AI basics data & language (winter) 12 15 0 0 0 0 12 15 17% 2.1 Machine Learning (MALE)

true Author Jan Ortmann producer Microsoft: Print To PDF access_permission:can_modify true pdf:docinfo:producer Microsoft: Print To PDF pdf:docinfo:created 2024-06-04T15:11:08Z 20240 [...] bereits im 4. Semester begonnen) (MA) Masterseminar (MS) Modellbasierte Entwicklung (MBE) Machine Learning (MAL) Informationstheorie, Codierung und Digitale Kommunikationssysteme (ICK) Grundlagen der

true Author Jan Ortmann producer Microsoft: Print To PDF access_permission:can_modify true pdf:docinfo:producer Microsoft: Print To PDF pdf:docinfo:created 2024-06-04T15:10:43Z 20240 [...] Interdisziplinäres Modul (IDM) Wahlpflichtmodul Master-Arbeit (MA) Masterseminar (MS) Machine Learning (MAL) Informationstheorie, Codierung und Digitale Kommunikationssysteme (ICK) Wahlpflichtmodul

wish to take a part-time job, your pay will also need to be transferred to a German account. You can open a personal current account in person at a local bank (close to your accommo- dation or to the [...] with industry as is committed to finding solutions to real-world problems through its research. From energy technology to artificial intelligence, from business informatics to medical tech- nology and, of [...] insurance policy then needs to be submitted to a statutory health insurance company, which will send electronic confirmation to the university of your insurance status. Please write to the Students’ Office

Andreas Sälinger, Frank Hutter. 2022. Learning Synthetic Environments and Reward Networks for Reinforcement Learning. In: The Tenth International Conference on Learning Representations, ICLR 2022, Virtual [...] Low Resource Data. In: Proceedings of the 2nd Workshop on Pattern-based Approaches to NLP in the Age of Deep Learning , pages 92–102, Singapore. Association for Computational Linguistics. DOI 10.18653/v1/2023 [...] analyses of the ChaLearn AutoDL challenge 2019. CoRR abs/2201.03801. https://arxiv.org/abs/2201.03801 . Fabio Ferreira, Thomas Nierhoff, Andreas Saelinger, Frank Hutter. 2022. Learning Synthetic Environments

(2.1) to (2.3). All three parties conclude the contract provided that the contractually agreed payments (per project) to the entrepreneur, to the bank, and to the household are in line with (2.1) to (2.4) [...] reduces the ability to fund investment. Finally, an economy prone to a simultaneous monetary policy and macroprudential policy shock responds almost equally to an economy prone to a single monetary policy [...] minimum return that is necessary to induce bankers to monitor is given by Rb t = µIt ∆p , (2.2) and the minimum return that is necessary to induce entrepreneurs to choose the project variant without

(2.1) to (2.3). All three parties conclude the contract provided that the contractually agreed payments (per project) to the entrepreneur, to the bank, and to the household are in line with (2.1) to (2.4) [...] reduces the ability to fund investment. Finally, an economy prone to a simultaneous monetary policy and macroprudential policy shock responds almost equally to an economy prone to a single monetary policy [...] minimum return that is necessary to induce bankers to monitor is given by Rb t = µIt ∆p , (2.2) and the minimum return that is necessary to induce entrepreneurs to choose the project variant without

Definitive Guide to ARM Cortex-M3 and Cortex-M4 Processors, Newnes, 2013 D. W. Lewis: Fundamentals of Embedded Software with the ARM Cortex-M3, Pearson, 2012 M. Trevor: The Designer’s Guide to the Cortex-M [...] bereitung Präsenzstudium, Prüfungs- vorbereitung) Lernziele / Qualifikationen des Moduls Learning Outcomes Nach dem erfolgreichen Absolvieren des Moduls verfügen die Studierenden über die folgenden [...] Selbststudium: 90 h Prüfungsvorbereitung: 60 h Lernziele / Qualifikationen des Moduls Learning Outcomes Nach dem erfolgreichen Absolvieren des Moduls verfügen die Studierenden über die folgenden