From the course: SQL Server Machine Learning Services: Python
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The Anaconda open-source packages
From the course: SQL Server Machine Learning Services: Python
The Anaconda open-source packages
- [Instructor] One of the factors that contributes to Python's popularity is its extensibility. New capabilities can easily be added by installing additional packages that bring new abilities to the language. When we installed machine learning services on our SQL Server instance, you might remember something about accepting a license agreement from Anaconda. Anaconda is a distribution of Python that already includes a wide selection of some of the most popular add-on packages and it's what Microsoft uses to bring these features to SQL Server. If we visit the Anaconda Website at this URL, you can get a feel for many of the packages that are included. I'm going to scroll down on this page and you'll see that we can develop and train machine learning algorithms with scikit-learn or we could analyze data with Dask, NumPy, pandas, and Numba. Also we can visualize results with Matplotlib or Bokeh. The links like this one here, for Matplotlib will take you to the official sites for each…
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The Anaconda open-source packages7m 27s
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Functions in the revoscalepy package1m 48s
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Model, train, and score with microsoftml1m 16s
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Produce graphics with MatPlotLib7m 53s
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Get descriptive statistics with pandas7m 45s
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Challenge: Sample a data frame1m 12s
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Solution: Sample a data frame5m 21s
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