Recently, there has been a national push to use machine learning (ML) and artificial
intelligence (AI) to advance engineering techniques in all disciplines ranging from advanced …

Overfitting and generalization is an important concept in Machine Learning as only models
that generalize are interesting for general applications. Yet some students have trouble …

Students from engineering & management with a focus on vocational activities such as
machining or accounting tend to lack the necessary computer science foundations to build …

With the second edition of Teaching ML, the continuous interest of the community to expand,
endorse and validate teaching methods in Machine Learning related fields is strongly …

The development of data science and artificial intelligence (DS/AI) will change the skills
expected by society and the form of teaching (DS/AI) courses in higher education. This …

This thesis aims to extend an existing Open Educational Resource (OER), which is available
as a GitHub repository, and provide an organized introduction to basic machine learning …