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Data Science Blog

Machine learning & data science for beginners and experts alike.
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Alteryx
Alteryx
virajparekh94
Dark Matter

passes-per-assist.png

 

This is meant to be used as a general tutorial for beginners with some experience in Python or R.

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Alteryx
Alteryx

 

random-points-clustered.pngStep by step tutorial on using K-Means clustering to analyze your customer base.

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gshotwell
Matter

 

r-excel-graph.pngWhy learning new things is hard, plus four fundamental differences between Excel and R

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Alteryx
Alteryx

 

flag_1.pngWhat is support vector machine and why should you use it?

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Kacawi
Matter

 

python-sklearn.pngThis cheat sheet is a handy reference for using the Scikit-Learn Python package

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Kacawi
Matter

 

datacamp-cheat.pngThis cheat sheet is a quick reference for Pandas beginners

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Alteryx Alumni (Retired)

 

random-forest-3.pngAn introduction to working with random forests using Python

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Alteryx
Alteryx

 

pig-with-classification.pngUsing a deep neural net to detect what's in an image.

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Alteryx Alumni (Retired)

 

see-you-later.pngUse SQL but new to python? Check out pandasql. An easy way for SQL users to learn pandas.

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Alteryx Alumni (Retired)

 

split-testing.pngWhat is split testing and how does it work in ScienceOps?

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Alteryx
Alteryx

 

track-steps-iphone.jpgAnalysis of iPhone step data using pandas timeseries, Rodeo, and ggplot

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Alteryx Alumni (Retired)

 

r-to-python.jpgMoving from R to Python? Make sure you know about these packages.

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Alteryx
Alteryx

 

citi-bikes.jpegA quick introduction to grouping in pandas with NYC Citi Bike data

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pm8k
Dark Matter

 

r_and_python.pngDiving into the RPy2 packages and using both R and Python in the same workspace.

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Alteryx
Alteryx

 

astros-opening.jpgHow to normalize data using feather and pandas.

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Alteryx
Alteryx

 

shark_cover.jpgSwimming with Sharks! An intro to Geoplotting with Python

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Alteryx
Alteryx

 

british-aa-spotter.jpgROC curves are a great tool for binary classification. Learn more in this post!

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Alteryx
Alteryx

 

6-plot-iris.pngIntroduction to plotting and graphics in R (without ggplot2)

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Alteryx
Alteryx

 

father-son-regression.pngA high level introduction to what linear regression is and how it works.

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Alteryx
Alteryx

 

texas.pngA highlight of 11 lesser-known Python libraries, that even you experienced Pythonistas may have not seen!

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Alteryx
Alteryx

 

out-of-ram.pngRunning code in parallel is tricky. This post shows how to quickly (and easily) parallelize your R code.

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Alteryx
Alteryx

 

bloated-gopher.jpgR can be a bit bloated someitmes. Learn how to make your R models more effecient.

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Alteryx
Alteryx

 

bayes-theorem-neon-sign.jpgHow to implement your own naive bayes classifier in Python and a detailed explanation of how it all works.

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