RARE PERSPECTIVES: The AI and Machine Learning Podcast artwork

RRP #3: Andy Müller on scikit-learn and open source

RARE PERSPECTIVES: The AI and Machine Learning Podcast

English - April 23, 2017 12:09 - 48 minutes - 44 MB - ★★★★ - 5 ratings
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Previous Episode: RRP #2: John D. Cook on math consulting, Python and going solo
Next Episode: RRP #4: Leonid Boytsov on kNN search and information retrieval

Episode Summary: Andreas Müller talks about how he fell in love with scikit-learn and his continuous work there as the package maintainer. We also cover his work at Amazon and why he left to work on open source; his recent book on machine learning in Python; sustainability and future of sklearn in the "deep learning world", and his impressions of ... Read More


Episode Summary: Andreas Müller talks about how he fell in love with scikit-learn and his continuous work there as the package maintainer. We also cover his work at Amazon and why he left to work on open source; his recent book on machine learning in Python; sustainability and future of sklearn in the "deep learning world", and his impressions of New York as a German citizen.


Links & resources:


For the Martians: Scikit-learn ML library and Andy's sklearn cheat-sheet diagram.


Andy's personal website with his software, talks and publications.


A. Mueller, S. Guido: Introduction to Machine Learning with Python, A Guide for Data Scientists, book available at O'Reilly.


Methods for Learning Structured Prediction in Semantic Segmentation, Andy's PhD thesis [PDF].


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