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General Data Science Means Cross-Language Tools, Training, and Documentation

Data science is often a case of brining the tools to the problems and data, instead of insisting on bringing the problems and data to the tools.

To support cross-language data science we have been working on cross-language tools, documentation, and training.

For example:

vtreat data preparation package for supervised machine learning available both for vtreat R users and for vtreat Python users. Video lectures: advanced data preparation for R users video, and advanced data preparation for Python users video.

We have task-oriented cross-linked documentation:

Categories: Administrativia Opinion Tutorials

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Data Scientist and trainer at Win Vector LLC. One of the authors of Practical Data Science with R.

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