cancel
Showing results for 
Search instead for 
Did you mean: 

Data Science Blog

Machine learning & data science for beginners and experts alike.
 You are using an unsupported browser for translation. Please switch to another browser.

Community Content Engineer
Community Content Engineer

WORD2VEC.png

Word embeddings are vector representations of words, where more similar words will have similar locations in vector space. First developed by a team of researchers at Google led by Thomas Mikolov, and discussed in the paper Efficient Estimation of Word Representations in Vector Space, word2vec is a popular group of models that produce word embeddings by training shallow neural networks. In this blog post, we apply a word2vec model to the Alteryx Community texts to develop Alteryx-specific word embeddings.

Read more...

Community Content Engineer
Community Content Engineer

GOLDACRE BANNER.png

Reproducibility, the open sharing of data, and expanding on the research of others are all at the heart of the scientific process, and we live in an exciting time where it is more possible than ever. This year's Inspire Europe Closing Keynote speaker Dr. Ben Goldacre has recently published a paper examining compliance with the European Commission's guideline that all Clinical Trials registered in the EU Clinical Trials Register must report results to the European Medicines Agency within 12 months of the trial's completion. The bulk of the paper's analysis was performed in the statistical software Stata. With tools like Alteryx or Python, we have easy and open-source ways to process data and derive new knowledge. In this blog, we reproduce some of Goldacre et al.'s analysis in Alteryx and Python and provide both formats for you to further explore the data on your own. 

Read more...

Alteryx
Alteryx

vacancy.jpg

Let's see if we can cut down our energy consumption - FROM 97.7 QUADRILLION BTU!

Read more...

Atom

BUILD banner.png

Royden Onishi explains how he & Ryan Andrew created their Image Vectorizer tool with the Python SDK and reflects on their experience in the Alteryx BUILD hackathon.

Read more...

Alteryx
Alteryx

levelling-up-banner.jpg

Ever wondered how to build a new analytic tool from scratch using the Alteryx Python SDK, but didn’t know where to start? This blog post takes you through the absolute basics to get you up and running - You’ll be creating brand new tools, connectors and advanced analytics in no time with this step-by-step beginners guide!

Read more...

Sr. Community Content Manager
Sr. Community Content Manager

icon.pngHow to create a Gender Classification tool with the Python SDK based on example code in chapter 1 - Language and Computation - of Applied Text Analysis with Python.

Read more...

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.

Read more...

Alteryx
Alteryx

 

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

Read more...

Alteryx
Alteryx

 

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

Read more...

Kacawi
Matter

 

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

Read more...

Kacawi
Matter

 

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

Read more...

Alteryx Alumni (Retired)

 

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

Read more...

Alteryx
Alteryx

 

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

Read more...

Alteryx Alumni (Retired)

 

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

Read more...

Alteryx
Alteryx

 

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

Read more...

Alteryx Alumni (Retired)

 

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

Read more...

Alteryx
Alteryx

 

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

Read more...

pm8k
Dark Matter

 

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

Read more...

Alteryx
Alteryx

 

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

Read more...

Alteryx
Alteryx

 

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

Read more...

Alteryx
Alteryx

 

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

Read more...

Alteryx
Alteryx

 

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

Read more...

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.

Read more...