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Self-paced courses

Prof. Dr. Christoph Meinel

WWW, the world wide web or shortly the web - really nothing more than an information service on the Internet – has changed our world by creating a whole new digital world that is closely intertwine...

  • Self-paced since Dec 19, 2023
  • Internet
  • Record of Achievement
  • en
AI Service Center Team

Gain a basic understanding of how numerical representations transform language! Explore the world of text embeddings in this online course, covering essential topics such as tokenization, historica...

  • Self-paced since Dec 17, 2023
  • Big Data and AI, Data Science
  • Confirmation of Participation
  • en
Prof. Dr. Harald Sack

Despite the fact that it affects our lives on a daily basis, most of us are unfamiliar with the concept of a knowledge graph. When we ask Alexa about tomorrow's weather or use Google to look up the...

  • Self-paced since Nov 21, 2023
  • Big Data and AI
  • Record of Achievement
  • en
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
AI Service Center Team

On 11th July, 2023, the first KISZ workshop on "Pre-trained AI Models: The speech-to-summary example" takes place. The contents of the workshop will be prepared in this Background Talk format, whi...

  • Self-paced since Sep 30, 2023
  • Big Data and AI
  • en
Mohamed Elhayany, Hendrik Steinbeck

The ultimate goal of the bootcamp is to cultivate strong data science skills with an emphasis on machine learning techniques to satisfactorily meet and exceed the requests of the Data science world...

  • Self-paced since Jul 16, 2023
  • Data Science, Programming
  • 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
Dr. Anne Kayem

They have made encyclopedias obsolete: Web search engines like Google or Bing provide us with the information we are looking for at lightning speed. Surveys have shown that every Internet user sear...

  • Self-paced since Mar 20, 2023
  • Fundamentals
  • 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
Mathias Renner, Ferdinand Mütsch, Johannes Rudolph, Robin Lamberti

This two-week free course is about resource-efficient software engineering. We'll discuss how to apply climate-friendly decisions and actions along the life cycle of software development and their ...

  • Self-paced since Apr 13, 2022
  • Programming
  • Record of Achievement
  • 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 2021. New forms of malware have evolved, even more disruptiv...

  • Self-paced since Mar 2, 2022
  • Cybersecurity
  • Record of Achievement
  • en