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An Example Machine Learning Notebook

Created/Published/Taught by:
Randy Olson
Jason H. Moore

Content Found Via:
KDnuggets

Free? Yes

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From GitHub:

“In this notebook, I’m going to go over a basic Python data analysis pipeline from start to finish to show you what a typical data science workflow looks like.

In addition to providing code examples, I also hope to imbue in you a sense of good practices so you can be a more effective — and more collaborative — data scientist.

I will be following along with the data analysis checklist from The Elements of Data Analytic Style, which I strongly recommend reading as a free and quick guidebook to performing outstanding data analysis.”

Recommended Prerequisites: requires Python and several packages: NumPy, pandas, scikit-learn, matplotlib, Seaborn

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