Abstract The increasing application of Machine Learning (ML) techniques in various areas has led designers to leverage ML accelerators like GPGPUs, TPUs and many more. However, choosing the most appropriate accelerator for such algorithm is very challenging as they commonly should adhere to tight constraints e.g., low power consumption, performance, Weiterlesen…
The first HIDA Annual Conference 2021 is the opportunity for Helmholtz Scientists in Information and Data Science to connect with researchers throughout the institutions: To exchange results and methods, to learn new things and to network. In particular, we invite PhD students and postdocs within the Helmholtz Association with a research Weiterlesen…
Cryptography is the key technology to ensure the security and privacy of IT-systems. The understanding of basic principles of cryptographic functions is an indispensable prerequisite for the development of modern IT systems. Contents This course will provide elementary knowledge in cryptography (in theory and practice). For example: asymmetric vs. symmetric Weiterlesen…
Programming is the essential tool for managing data sets and conducting data science methods. It is crucial for documentation work data preparation quality control of data sets data analyses transforming data into graphics and makes handling of even big data sets possible. Contents What actually is a programming language? What Weiterlesen…
Computer science is a key component for data science applications and research data management as methods and procedures rely on it. For instance, to enable fast access to information, data sets must be stored efficiently in data structures. Clever modelling and algorithmic processing hereby guarantee a fast search and selection Weiterlesen…
Data science approaches are based on statistical/mathematical methods as well as computer science competences. In this context, it is crucial to understand the basic principles of statistical methods. This will help to adequately apply statistical methods and to produce reliable statistical results. Contents This course provides an introduction into statistical Weiterlesen…
“An approximate answer to the right question is worth a great deal more than a precise answer to the wrong question” said the renowned statistician John Tukey as early as 1969. Based on my own experience in statistical consultations, much confusion occurs due to a mismatch between research question and Weiterlesen…
“In our free Online-Micro-Series, we want to provide engaging data literacy contents and skills in a digestive 60 minutes format. The Data Literacy Snacks take place online every second Wednesday, 1pm CEST starting on May 12, 2021. We invite you to join us for topics such as Research Data Management, Weiterlesen…
Wissenschaftlerinnen im Gespräch über ihre spannenden Karriewege in den Datenwissenschaften Data Science ist die Zukunft “Auf unserem Pre-Event zum Gender Summit diskutieren erfahrene Forscherinnen zusammen mit Nachwuchswissenschaftlerinnen aus den Datenwissenschaften: Biografien & Karrieren verlaufen selten linear. Dies gilt insbesondere für Karrieren in neuen und innovativen Forschungsfeldern. Deshalb wollen wir Impulse für Weiterlesen…
