Great article Adora! I particularly like the quote on virtual worlds being more meaningful than real life :D Check out “Life 2.0" on Netflix — perfect examples of that quote!
Hi Adhi, sorry I don’t have the data anymore. It should be better to update the source to get the latest data from OpenDota.com & Steam API also as the team list and match ids are already outdated.
Thanks for your article and code Matt, they were really great references. The DOTA 2 tournament has had a LOT of upsets, and my predictions are way off the mark! :D I’ve been thinking of several ways to improve the algorithm though, mostly focusing more on players than teams as DOTA 2 team compositions are more fluid. Cheers and hope to see more of your work!
#LabanTNC! That’s great, hope you do get into it. This visualization on machine learning helped me understand the basics:
This introduction to machine learning by Adam Geitgey is also awesome: