*** For those just interested in the code and running it, you can find it off my github here: https://github.com/ScottBurger/steam_augury I’ve been interested in recommendation systems for a while and I thought I’d try my hand at a new implementation in Python. My previous version, built in R, leveraged lots of data pulled from… Continue reading Recommendation Systems with Python: steam_augury
Tonight I had another great speaking opportunity, this time at the lecture series Machine Learning for Enterprise Operations hosted by Grid Dynamics: The slides presented on how to use Google BigQuery with R to see how marketing channel attribution credit is shifted through the use of various statistical models can be found below: … Continue reading Attribution Modelling with Google BigQuery and R: Credit Where Credit is Due!
Yesterday was hot. Like really hot. According to reports, a new hottest June 12th in Seattle was recorded at 95 degrees (35 C). This is roughly how it felt walking outside briefly yesterday for me: Many in other parts of the US where it regularly gets that hot in the summer will laugh from… Continue reading Time to buy an AC unit in Seattle yet?
I had the fantastic opportunity to give a talk about the history of chess computation before a showing of the indie film Computer Chess. This was done in collaboration with Science on Screen, a series that hosts lectures related to a topic before a science-themed movie. For those interested, the slides from the talk can be… Continue reading How About a Nice Game of Chess?
It’s obvious that my previous blog posts show that I’m a little obsessed with tabletop board games at the moment. Like all people waist deep in their hobby, I’ve been having to steady myself multiple times in the Amazon shopping cart thinking “hmm…am I really interested in this game, or is it just that I’m… Continue reading How Interested In This Thing Am I Really?
War of the Ring is about as close to getting the entire Lord of the Rings experience in a single board game. It’s a masterpiece of theme and well designed game play mechanics where there’s never a dull moment. For such an epic game, I’m dedicating an entire blog post to the first over-the-board play… Continue reading A War of the Ring (with data)
My love of space and exploration throughout my life has been driven a lot by cool space missions and those impressive pictures you see of far distant galaxies. In particular, images form the Hubble Space Telescope really helped to drive my interest in the universe. I had been watching with great interest the launch of… Continue reading When Will the James Webb Space Telescope Launch?
This cycling off-season, I’ve been experimenting with races on the game platform Zwift. These are cute online races where your digital avatar races against other real people at the same time by connecting your bike’s power output through a stationary trainer to your computer. These races are put on by various communities like World… Continue reading Bike Racing and Clustering
I had the great privilege to give a talk on using data science on data from the board gaming world this year at PAX West. The source data and code used in the talk can be found my github account: https://github.com/scottburger/pax17. The presentation slides can be found below: Over 300 people showed up to the talk,… Continue reading The Data Science of Board Games @ PAX West
Every so often I’m at a loss to suggest what game I should recommend me and all my friends get together and play. Sometimes I’m at a loss for what game even I should be playing. After ruminating and playing around with some modelling scenarios, I think I may have designed a pretty decent game recommendation system… Continue reading Steam Games and Recommendation Systems