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Prof. Dr. Markus Goldhacker

Beamtet, Professor für Data Science, Ostbayerische Technische Hochschule Regensburg
Regensburg, Germany

Skills

Machine learning
Data Science
Python
Künstliche Intelligenz
MatLab
Amazon Web Services
RapidMiner
Boto3
Big Data
Data Mining
Data Analysis
LaTeX
R
Dash
Shiny
SPSS
C++
Cloud Computing
PyCharm
InfluxDB
IntelliJ
JupyterLab
Git
Scrum
Jira
Confluence
KANBAN
Bitbucket
Edge Computing
IIoT Platform
Automatisierung
Predictive Maintenance
Condition Based Monitoring
Anomaly Detection
Visualisierung
Microservices
Sales Forecasting
Deep Learning
Neuronale Netze
CRISP-DM
Einwerbung von Drittmitteln
Beziehung zu universitärer machine learning Gruppe
Use Cases
Signal processing
Kernspintomographie
Scientific Programming
Connectivity
Zeitreihenanalyse
Multivariate Statistik
Scientific Writing
Scientific research
Computational Physics
Medizintechnik
Signal detection theory
Neuroinformatik
Microsoft Azure
EEG
Neurowissenschaften
Cognitive Science
Medizinische Informatik
Agile Softwareentwicklung
Software Testing
Jenkins
Docker
Human Machine Interface
IoT
Physik
Psychologie
Supervision Abschlussarbeiten
Lehre
Linux
Medizinische Bildverarbeitung
Optimierung
Spark
Scala
Markdown
SAP
Keras
Tensorflow
Forschung und Entwicklung
Softwareentwicklung
Hochschuldidaktik
Interdisziplinäres Fachwissen

Timeline

Professional experience for Markus Goldhacker

  • Current 4 years and 5 months, since Sep 2020

    Professor für Data Science

    Ostbayerische Technische Hochschule Regensburg
  • 2 years and 4 months, Apr 2018 - Jul 2020

    Data Scientist

    Syskron X GmbH

  • 9 months, Jul 2017 - Mar 2018

    Data Scientist

    Syskron GmbH

  • 5 months, Feb 2017 - Jun 2017

    Data Scientist

    Universitätsklinikum Regensburg
  • 4 years and 8 months, Feb 2012 - Sep 2016

    Workgroup Manager

    Universität Regensburg
  • 6 years and 3 months, Jul 2010 - Sep 2016

    Wissenschaftlicher Mitarbeiter

    Universität Regensburg

    Research assistant at the Department of Experimental Psychology at the University of Regensburg (Chair: Prof. Dr. M. W. Greenlee)

  • 7 years and 7 months, Mar 2009 - Sep 2016

    Wissenschaftlicher Mitarbeiter

    Universität Regensburg

    Research assistant at the Department of Biophysics, Computational Intelligence and Machine Learning Group at the University of Regensburg (Workgroup: Prof. Dr. E. W. Lang)

  • 5 months, Oct 2012 - Feb 2013

    Dozent

    Eckert Schulen
  • 1 year, Jan 2011 - Dec 2011

    Hochschul-Praktikant

    Universität Regensburg
  • 3 months, Jun 2007 - Aug 2007

    Working Student

    Siemens VDO

Educational background for Markus Goldhacker

  • 4 years and 9 months, May 2012 - Jan 2017

    Physik

    Universität Regensburg

    Dissertation zum Thema "Frequency-resolved dynamic functional connectivity and scale stability of connectivity-states"; Schwerpunkte: Machine Learning, medizinische Bildverarbeitung, Big Data

  • 4 years and 6 months, Oct 2007 - Mar 2012

    Psychologie

    Universität Regensburg

    Diplomarbeit zum Thema "Influence of perceptual learning on parameters of signal detection theory"; Schwerpunkte: Medizinische Bildgebung, medizinische Bildverarbeitung, funktionelle Kernspintomographie, statistische Analyse

  • 5 years and 6 months, Oct 2004 - Mar 2010

    Physik

    Universität Regensburg

    Diplomarbeit zum Thema "Machine-learning algorithms for analyzing spatiotemporal brain activities in perceptual learning"; Schwerpunkte: Machine Learning, Computational Physics, medizinische Bildverarbeitung

Languages

  • German

    First language

  • English

    Fluent

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