Machine Learning for Fun: Finding Bigfoot with the Nexosis API


Bigfoot has been a staple of American folklore since the 19th century. The stories originate from Native Americans in the Pacific Northwest and likely go back centuries or more. The term sasquatch itself is an Anglicized derivative of the Halkomelem word sásq’ets.

Many people are convinced that Bigfoot is real. Others suggest that he is a cultural phenomenon. Some just want to believe. There is even a group, the Bigfoot Field Researchers Organization, that tracks Bigfoot sightings. They have data— thousands of reports—available on the Internet. And, where there is data, we can apply the power of machine learning.

Let’s get to the bottom of this mystery! To do it, we are going to use the Nexosis Machine Learning API. With the API, we’ll forecast the predicted number of sightings for the coming months and years. We’ll measure the impact of key cultural phenomena—primarily the airing of the X-Files—on Bigfoot sightings. And, we’ll see if we can classify some bigfoot sightings of our own using natural language processing.

So, come and learn how to use the API, the types of problems you can solve with it, and how to use it from your favorite programming language.

The truth is out there.

Speaker - Guy Royse

Guy Royse works as a Developer Evangelist at Nexosis. He has programmed in numerous languages –many of them semi-colon delimited — but has more recently been working with JavaScript and Ruby. An early adopter of the maker movement, he purchased his first soldering iron in 1988. Guy is also the chief organizer for the Columbus JavaScript User Group and is active in the local development community. In his personal life, Guy is a hard-boiled geek interested in role-playing games, science fiction, and technology. He also has a slightly less geeky interest in history and linguistics. In his spare time he volunteers as Cubmaster for his kids’ Cub Scout Pack.


Thursday, 2/22/2018, 6:00 – 8:00pm


Due to circumstances out of our control, we are unable to use our regular meeting location at the Microsoft Office.

Please come join us at the ICC office which you can find just off the Cleveland Ave exit of 270 on the northeast side of town.

Google Map of 2500 Corporate Exchange Dr, Columbus, OH 43231

Information Control Company
2500 Corporate Exchange Drive
Columbus, OH 43231

Networking / Geek Dinner


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