Christoph Molnar — Machine Learning Author, Educator, and Consultant
Welcome
I help practitioners and researchers apply machine learning effectively, with a special focus on interpretability and responsible AI practices.
Currently Working on ML for Remote Sensing
My latest obsession is satellite data. That’s why I write “Machine Learning for Remote Sensing”. I want the book to be the go-to resource for every machine learner working with satellite data. It’s an exciting time to work with satellite data. Massive amounts of data and ML being our best bet to make sense of it. A lot is happening in this space (pun intended), from embedding models to explainability. My plan is to finish the book in winter 2025. You can read the in-progress version here: https://book.ml4rs.com
Services
As a machine learning specialist, I provide following services:
- Consulting for organizations implementing ML solutions
- Workshops on interpretable machine learning and statistical modeling
- Educational resources through books and technical content
Featured Book
My latest book explores how to use supervised machine learning effectively for scientific applications. It guides researchers through the proper use of ML techniques in scientific contexts, emphasizing methodological rigor and interpretability.
View all my books including titles on interpretable ML, conformal prediction, and modeling mindsets.