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Commits on Jul 17, 2015

• Fixed link anchor for Boto.

  donnemartin

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• Fixed #9: Add notebook info for Boto, the official AWS SDK for Python.

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Commits on Jul 14, 2015

• Fixed #8: Add requirements file to help with installation for users who prefer not to use Anaconda.

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Commits on Jul 10, 2015

• Added link to data developer setup, scripts, and tools repo.

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Commits on Jul 8, 2015

• Fixed #6, matplotlib-applied.ipynb imports issues.

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Commits on Jul 7, 2015

• Updated credits section with statistical inference reference. Fixed #5.

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Commits on Jul 5, 2015

• Fixed nbviewer links for random sampling and hypothesis testing.

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Commits on Jul 4, 2015

• Moved statistical inference section below scikit-learn section.

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• Added brief SciPy description from http://docs.scipy.org/doc/scipy/reference/tutorial/general.html.

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• Added the following to the statistical inference scipy section: effect size, random sampling, and hypothesis testing.

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• Added to statistical inference section with scipy: hypothesis testing notebook.

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• Added to statistical inference section with scipy: random sampling notebook

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• Added to statistical inference section with scipy: effect size notebook

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• Updated repo name for install instructions.

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Commits on Jun 26, 2015

• Moved repo animation to the top so that it is visible on mobile devices without having to expand the entire README.

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• Added note about notebooks being tested with Python 2.7.x.

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Commits on Jun 24, 2015

• Added contributions section.

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• Updated IPython Notebook Setup section to link to Python 3 and Spark 1.4 setup. Labeled Python 2 setup links.

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• Tweaked RDD collect() description to be more descriptive.

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Commits on Jun 19, 2015

• Added author and GitHub repo link to notebooks.

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Commits on Jun 16, 2015

• Added links to Pelican, Pyramid, Flask, Bottle. Mentioned Tornado as an alternative.

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• Fixed #1, added mention of Disco Project to MapReduce section.

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Commits on Jun 14, 2015

• Updated LICENSE to include notice of third party content.

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• Added reference to Python for Data Analysis.

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• Follow-up to previous commit, left out regex notebook.

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• Added customer churn analysis.

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• Added regex reference to README.

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• Applied the following discussed in the README to notebooks themselves vs the actual README links to the notebooks: Some notebooks I reference were created by other authors, who are credited within …

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Commits on Jun 13, 2015

• Added regex references.

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• Added Titanic random forest results csv file.

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• Combined pandas notebooks until pandas I/O and pandas cleaning are further developed.

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• Tweaked Jekyll and Django descriptions, noting alternatives.

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Commits on Jun 11, 2015

• Tweaked repo intro description.

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• Added matplotlib applied notebook, with visualizations appied to Kaggle competitions for exploratory data analysis. This was separated from the original matplotlib notebook that contained both gen…

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• Follow-up to previous commit: Tweaked repo intro to help clarify which notebooks I created vs those I reference from other authors.

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