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Data Science at the Command Line
This hands-on guide demonstrates how the flexibility of the command line can help you become a more efficient and productive data scientist. You’ll learn how to combine small, yet powerful, command-line tools to quickly obtain, scrub, explore, and model your data.
datascience  data  commandline  cli  python  book  shell 
3 days ago by cothrun
A Visualization Grammar | Vega
Vega is a library for doing flexible plotting (from JSON) on the web.
javascript  datascience 
3 days ago by davison
Anaconda Python/R Distribution - Anaconda
The open-source Anaconda Distribution is the easiest way to perform Python/R data science and machine learning on Linux, Windows, and Mac OS X. With over 11 million users worldwide, it is the industry standard for developing, testing, and training on a single machine, enabling individual data scientists to:

Quickly download 1,500+ Python/R data science packages
Manage libraries, dependencies, and environments with Conda
Develop and train machine learning and deep learning models with scikit-learn, TensorFlow, and Theano
Analyze data with scalability and performance with Dask, NumPy, pandas, and Numba
Visualize results with Matplotlib, Bokeh, Datashader, and Holoviews
python  r  data  datascience  analysis 
3 days ago by pgorrindo

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