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Self-paced courses

Prof. Dr. Ralf Herbrich

Probabilistic machine learning has gained a lot of practical relevance over the past 15 years as it is highly data-efficient, allows practitioners to easily incorporate domain expertise and, due to...

  • Self-paced since Oct 18, 2023
  • Big Data and AI
  • Record of Achievement
  • en
Prof. Dr. Vesselin Iossifov, Nils König

Efficiency in computer science often refers to the runtime or memory usage, that a certain algorithm needs to produce an output. However, efficiency can also describe the amount of energy, that is ...

  • Self-paced since Apr 26, 2023
  • Programming
  • Record of Achievement
  • en
Prof. Dr. Shravan Vasishth, Dr. Anna Laurinavichyute

Bayesian data analysis is increasingly becoming the tool of choice for many data-analysis problems.

This free course on Bayesian data analysis will teach you basic ideas about random variables an...

  • Self-paced since Mar 13, 2023
  • Big Data and AI
  • Record of Achievement
  • en
PD Dr. Haojin Yang, Joseph Bethge (Teaching Team)

Compared to Cloud Computing, which is centralized in computing and data storage, Edge Computing brings computation and data storage closer to data sources.

Edge AI combines edge computing and AI t...

  • Self-paced since Oct 26, 2022
  • Big Data and AI, Cloud and Operating Systems
  • Record of Achievement
  • en
Prof. Dr. Christoph Meinel

Wussten Sie, dass das Konzept der Blockchain aus dem Jahr 2008 stammt und letztlich eine Reaktion auf die zweifelhafte Rolle der Banken war, die sich in der Welt-Finanzkrise gezeigt hat? Während et...

  • Self-paced since May 11, 2022
  • Cybersecurity, Internet
  • Record of Achievement
  • de
Christiane Hagedorn, Selina Reinhard, Sebastian Serth, Dr. Thomas Staubitz, Hendrik Steinbeck, Ralf Teusner

Du hast bereits den Java-Kurs auf openHPI gemacht und die Einführung in Collections war dir zu schnell oder nicht detailliert genug? Du willst Datenstrukturen in Java besser kennenlernen? Du wollte...

  • Self-paced since Dec 8, 2021
  • Programming
  • Record of Achievement
  • de
Prof. Dr. Bert Arnrich

Wir kennen sie bereits aus unserem Alltag: Fitnessarmbänder und Apps, die uns dabei unterstützen, gesünder zu leben und unsere persönlichen Gesundheitsdaten im Blick zu behalten.
Der Kurs "Connecte...

  • Self-paced since Oct 27, 2021
  • Digital Health
  • Record of Achievement
  • de
Prof. Dr. Mathias Weske, Prof. Dr. Henrik Leopold

Process mining is widely used in organizations to improve the understanding of business processes, based on data. Therefore, process mining is also called “data science for business processes”. Whi...

  • Self-paced since May 19, 2021
  • Enterprise Computing
  • Record of Achievement
  • en
clean-IT Initiative

Digitalization is a game changer in the pursuit of a sustainable future. The latest digital technologies and applications like cloud, AI, and mobile devices enable us to achieve the Sustainable Dev...

  • Self-paced since Mar 31, 2021
  • Big Data and AI, Cloud and Operating Systems
  • Confirmation of Participation
  • en
Prof. Dr. Christoph Meinel

In this course we will discuss a huge problem on the Internet: The spread of malware.
The number of cyber attacks has increased again in 2020. New forms of malware have evolved, even more disruptiv...

  • Self-paced since Feb 24, 2021
  • Cybersecurity, Internet
  • Record of Achievement
  • en
Prof. Dr. Christoph Meinel

The average Internet user has more than 25 Internet accounts, which are created for a wide variety of purposes. Besides accounts for e-mail services or social networks, users need access to learnin...

  • Self-paced since Feb 10, 2021
  • Cybersecurity, Internet
  • Record of Achievement
  • en
Prof. Dr. Christoph Meinel

A message on the Internet is sent through several networks and via different stations on its way to the target system. The individual stations are responsible for ensuring that the message is prope...

  • Self-paced since Jan 27, 2021
  • Cybersecurity, Internet
  • Record of Achievement
  • en