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1. WI
2. News: 1/25/2022
Skills for professional life: Data Science

in the field of data mining from the beginning of March. Participants will gain an insight into the analysis of data in the corporate environment and work on case studies with real data sets. Modern software [...] participation is issued afterwards. Those who would like to deepen their knowledge in the field of data analysis and get to know practical studies are welcome to apply via the Moodle room of the professorship …
1. IPS
2. Research & Consult
3. Research Projects
4. 2023
ProData

t from a data-related perspective. This includes the integration of existing data from the different process steps and their cross-process analysis. In the first phase, a data science team will merge and [...] efficiently analyze this data and detect process and material anomalies to proactively and predictively monitor and improve process and part quality. Since data evaluation and analysis in the context of plastics [...] goal is to apply data science methods to efficiently analyze and predict process and material anomalies. This includes establishing a system for continuous data collection and analysis to support a continuous …
1. AI
2. Research
Scientists

“Statistical methods in toxicology and bioinformatics • Statistical analysis of gene expression data and clinical data • Survival analysis (analysis of event times)” Prof. Dr. Jakob Rehof Software Engineering [...] methods for spatially and/or temporally dependent data • Time series econometrics • Stochastic network analysis • Natural language processing, text data analysis, topic models and large language models • Economic [...] Statistical Learning” Prof. Dr. Emmanuel Müller Chair of Data Science and Data Engineering “Knowledge Discovery and Data Mining • Algorithms for Big Data Analytics • Verifiable Knowledge Discovery for Human …
1. STATML
2. Curriculum Vitae
Professional Activities

Modeling (since 2021) Guest Editor Advances in Data Analysis and Classification, Special Issue: 'New methodologies interconnecting Statistical Learning, Data Science, and Artificial Intelligence for high-quality [...] Advances in Statistical Analysis (since 2020) Journal of Agricultural, Biological and Environmental Statistics (since 2019) Referee Annals of Applied Statistics Bayesian Analysis Biometrical Journal Co [...] Computational Statistics Computational Statistics and Data Analysis Journal of Applied Econometrics Journal of the American Statistical Association Journal of Computational and Graphical Statistics Journal …
1. MSIND
2. Studies
3. Teaching
Python Course SS 23

project The course will be held in German . Content Basics in Python Data structures Control structures Functions Pandas and data analysis Registration Via LimeSurvey. Link will be send to course mailing list [...] teaches basics in Python. Essential commands and functions of Python and packages relevant for data analysis are explained. This is done through hands-on programming exercises and in digital format. Org …
1. EconStat
Chair of Econometrics and Statistics

application of quantitative methods for the analysis of economic issues. The main focus is on Time series analysis, panel data analysis, forecasting methods, financial data. Further information on individual research …
acm_3315568.3329965.bib

= {The development of a high-quality data-flow analysis---one that is precise and scalable---is a challenging task. A concrete client analysis not only requires data-flow but, in addition, type-hierarchy [...] development of an analysis by requiring only a description of the data-flow problem to be solved and a set of framework parameters. Yet, analysis writers often struggle when an analysis does not behave as [...] correctly parameterized algorithms. Therefore, many static analysis frameworks have been developed that provide analysis writers with generic data-flow solvers as well as those additional pieces of information …
bib, 2 KB
1. AI
2. Study Programs
Safe Artificial Intelligence

program fits and extends the research profile of TU Dortmund in the area of “Data Analysis, Modeling and Simulation” . Data Analysis is not only a key discipline of modern science, but it also induces safety [...] Computer Science Safe Artificial Intelligence - Master of Science © Pixabay The increasing use of large data resources and automated decision systems raises the demand for safe, reliable, and trustworthy intelligent …
1. Master of Science (M.Sc.)
Data Science in Sports and Health

The degree program is an English-language Master of Science program with a focus on data analysis in scientific disciplines of sports science. This interdisciplinary program is designed for sports scientists [...] in sports science, the program serves as an excellent complement to the existing Master's program "Data Science" of the Faculty of Statistics. …
1. EC
2. News: 7/3/2024
Successful completion of the dissertation!

colleague Philip Stahmann has successfully completed his dissertation on the topic of AI-based data analysis in digitized production at the Department of Management Support and Information Systems at the [...] applications as well as methods of artificial intelligence, esp. machine and deep learning, for data analysis in the fields of industry and medicine . Congratulations and we look forward to further collaboration …