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1. MIKRO
2. Teaching
3. Winter term
Causal analysis: Economics meets Data Science

causal analysis. Causal analysis examines the extent to which the causal effect of a certain measure (e.g. minimum wage) on a certain variable (e.g. unemployment) can be derived from observable data. For [...] microeconometrics and data science are used, which have a broad field of application in economics, data science, or strategic management. The course combines the theory of causal analysis with its application [...] Bachelor Causal analysis: Economics meets Data Science Module: Module 8a-d: Microeconomics I Lecturer: Prof. Dr. Lukas Buchheim M. Sc. Marc Schmidt Scope / Credits: 4 SWS / 7,5 Credits Course type: Lecture …
1. AQUA
2. Research
3. Projects
QuARUm

Decisions for Earth Science Data Problem In the analysis of geochemical data, ensuring data quality is essential. Samples copntaminated by detritus may lead to erroneous analysis results and need to be identified [...] moment, performing data cleaning requires repetitive manual work, wasting time and effort. Automating data cleaning tasks would free scientists from this manual effort, leading to better data quality and more [...] simple, user-friendly for crearing automated custom build quality assessments of measured data and literature data. Funding The QuARUm project is conducted in collaboration with Constructor University and …
1. IPS
2. News: 11/30/2020
Second milestone in AKKORD achieved - Report of the fifth consortium meeting

presentation of an overview of all planned analysis modules as well as an elaborated version of the concept of the data backend with a demonstration of the Data Model Canvas completed the overview of the [...] topics “Q2025” and the analysis of data from networked devices. ERCO is working on integrated order forecasting, which is being implemented with RapidMiner. Meanwhile, an analysis of ERCO’s social media [...] comparisons and research as well as avoiding multiple solution development by automated analysis of process data. NEOCOSMO was able to make the Work&Learn platform live for internal use and carry the first …
1. MSIND
2. Studies
3. Theses
Completed Theses

Burim Ramosaj, in cooperation with PARC - Palo Alto Research Center) Functional Data Analysis for Baterry Cell Production Data Machine-Learning-basierte Fehlervorhersage in Druckluftsystemen anhand von S [...] of using Text-Data for Prediction Models in Time-to-Event Analysis Anomalieerkennung in elektrischen Strömen bei industriellen Pumpen Trustworthiness of ChatGPT: A comprehensive analysis of various aspects [...] ve Training? A Statistical Analysis with MANOVA and Structural Equation Models 2017 An Analysis of the Probabilistic Index Model with Application to Neuropsychological Data from Dementia Research Modellierung …
1. Sport
2. Research Groups
3. AB 7: Data Analytics in Sport Sciences
Research AB 7

health Wearable accelerometry Activity reconition Compositional time-use data analysis Movement behavior profile analysis Data-driven health Deep learning Machine learning Emerging topics we are interested [...] Research The research group of Data Analytics in Sport Scince is overall interested in applied machine learning and data science on fields of applications realted to movement, sports, and health. Topic …
1. Fakultät Statistik
2. Event: 4/11/2024
Statistik im Beruf: Football meets Data Science

give a few insights into the data we work with in professional football and how it is collected. I will also give a brief insight into the professional field of data analysis in professional football and [...] and what information we gain through data analysis. The presentation will take place on April 11, 2024 at 4:15 p.m. in M/E 21. The lecture language is German. …
1. Fakultät Statistik
2. Event: 11/22/2022
FAIR Workshop on Sequence & Streaming Data Analysis

Streaming Data Analysis. The goal of this workshop is to obtain a basic understanding of similarity measures, classification and clustering algorithms for sequence data as well as streaming data analysis. Further …
1. Physik
2. Research
3. Research Focus: Particle Physics
Prof. Dr. Johannes Albrecht - Department of Physics

antimatter were created in equal parts in the Big Bang. Huge amounts of data and extremely rare processes pose challenges in data analysis, which are tackled using state-of-the-art methods such as machine learning [...] There here in the field of artificial intelligence and data processing also a natural connection to computer science. In addition to data analysis, we also research and then build novel particle detectors [...] detectors. The experience we have gained in the fields of data analysis and detector physics also forms the basis of our work in the field of medical physics. Here we are dealing with questions of dosimetry …
1. Spatial Modelling Lab
2. Event: 12/4/2020
RAM Colloquium with Prof. Dr Bernd Resch

methods for data analysis, knowledge generation and information visualisation. This talk outlines opportunities and innovative methods (including machine learning approaches) of data-driven analysis for hu [...] use of disruptive digital technologies like mobile phones, cities have transitioned from data-scarce to data-rich environments. A variety of large-scale human-generated datasets, wearable sensing technologies [...] human-generated data to generate new insights into geospatial social phenomena. …
1. BD
2. Studies
Courses

Learning GLM Data Science in Context Introduction to Data Science I Pre-Course Data Science (Alexander Gerharz) Prerequisite Reading Courses Summer term 2020 Survival Analysis Introduction to Data Science II [...] Mathematical Statistics Survival Analysis Introduction to Data Science 1 Data Sience in Context Summer term 2022 Advanced Statistical Learning GLM Winter term 2021/22 Survival Analysis Summer term 2021 Advanced [...] II Winter term 2019/20 Advanced Statistical Learning GLM Introduction to Data Science I Pre-Course Data Science (Alexander Gerharz) Summer term 2019 Statistics IV: Statistical methods Winter term 2018/19 …