Jeroen Janssens
Autor von Data Science at the Command Line: Facing the Future with Time-Tested Tools
Über den Autor
Jeroen Janssens, a Senior Data Scientist at YPlan in New York, specializes in machine learning, anomaly detection, and data visualization. He holds an MSc in Artificial Intelligence from Maastricht University and a PhD in Machine Learning from Tilburg University. Jeroen is passionate about building mehr anzeigen open source tools for data science. weniger anzeigen
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Data Science at the Command Line: Facing the Future… von Jeroen Janssens
A really great description of command line tools and how to use and combine them to perform basic data operations with the OSEMN model (Obtain, Scrub, Explore, Model, iNterpret) of data science. I do this at work quite a bit, but I learned about some new tools and methods. The premise of the book is that you can perform many of these data operations (except interpretation) using chains of these well-tested tools.
Great book, easy examples (some have outdated links) - to this really under-rated topic. While the book is plenty shorter than most books on data science, it walks through many tools that help a lot for command line tasks.
Working with Linux since quite a while, many of the tools are well known, many are not, and Joeren has a lot of tools added himself, especially to make repetitive tasks easier.
If anything, exploring some more options of some tools, or help to install a few of the more complex programs might be good, but overall: excellent.… (mehr)
Working with Linux since quite a while, many of the tools are well known, many are not, and Joeren has a lot of tools added himself, especially to make repetitive tasks easier.
If anything, exploring some more options of some tools, or help to install a few of the more complex programs might be good, but overall: excellent.… (mehr)
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