Scholar

Andreas Christian Mueller

Google Scholar ID: 8NTO5XIAAAAJ

Microsoft

Machine LearningAutomatic Machine LearningComputer systems for machine learning

Citations & Impact

All-time

Citations

11,846

H-index

i10-index

Publications

Co-authors

list available

Contact

Publications

20 items

Browse publications on Google Scholar (top-right) ↗

Resume (English only)

Academic Achievements

Core developer and co-maintainer of scikit-learn, a widely used open-source machine learning library in academia and industry
Author and maintainer of PyStruct, a Python library for structured learning and prediction
Author and maintainer of wordcloud, a popular Python word-cloud generator supporting arbitrary shapes and dense packing
Published the O'Reilly book 'Introduction to Machine Learning with Python'
Delivered the O'Reilly video course 'Advanced Machine Learning with Scikit-Learn'

Background

Machine Learning Scientist and Software Engineer
Mission: create open tools to lower the barrier to entry for machine learning applications
Promote reproducible science and democratize access to high-quality machine learning algorithms
Author of the O'Reilly book 'Introduction to Machine Learning with Python'
The book emphasizes practical understanding through code and illustrations rather than heavy mathematics
Focuses on using scikit-learn to build effective machine learning pipelines

Co-authors

30 total