door Petra Heck | jul 13, 2022
Since AI systems (software systems with a machine learning component in it) are becoming more omnipresent in our daily lives, a lot of discussion is going on, on for example the ethical aspects of such systems. There are many examples of AI systems that take...
door Petra Heck | sep 10, 2021
In my previous post on AI engineering I defined the concepts involved in this new discipline and explained that with the current state of the practice, AI engineers could also be named machine learning (ML) engineers. Burkov (2020) defines ML engineering as a mix...
door Petra Heck | apr 16, 2021
In recent years more and more software applications contain machine learning components (Ozkaya, 2020). This means that software engineers should learn how to build these type of systems (Menzies, 2019). Instead of just code, also datasets and machine learning models...
door Petra Heck | apr 9, 2020
“As an ICT student or professional, you need to solve all kind of ICT challenges. Answering the questions and tackling the problems or opportunities of your ICT project requires practical research and often a combination of various ICT research methods. The toolkit on...
door Petra Heck | mrt 18, 2020
In a previous post I argued that engineering machine learning applications is different from traditional (rule-based) software engineering. I identified eight challenges for engineering machine learning applications: Data requirements engineering including data...
