In addition, I was able to look at how the commonality of each playstyle has fluctuated throughout the years as the game has changed. I could then use the players' playstyles from NBA 2K to compare my findings. Since the NBA is evolving (being called a "positionless league" by analysts), I wanted to see if I could cluster players into unique categories that could explain the way they play more accurately than their listed positions. This was my second machine learning project, and first time implementing unsupervised learning.Īs a huge NBA (and video game) fan, I got this idea from the NBA 2K games, in which each player is labeled with a "playstyle" in addition to their positions. WARNING: See important flashing images and other health and safety information at Launch yourself into the immersive Apex Legends™ universe! Team up in a strategic battle royale shooter game that features Legendary character-based gameplay, best-in-class squad battles, and fast-paced combat.Using unsupervised learning to cluster NBA players into unique categories that explain their playstyles more accurately than their listed positions. Visit help.ea.com for assistance or inquiries.ĮA may retire online features after 30 days’ notice posted on ea.com/service-updates. Privacy and Cookie Policy: privacy.ea.com Log out of Google Play Game Services before installation if you don’t want to share your game play with friends. Play with Michael Jordan: Go 1-on-1 in a street court duel or play him on a Legends team. Includes optional in-game purchases of virtual currency that can be used to acquire virtual in-game items, including a random selection of virtual in-game items. Take on Legendary NBA Players: All-Star teams from each of five past decades. Contains direct links to the Internet and social networking sites intended for an audience over 13.
Collects data through third-party ad-serving and analytics technology (See Privacy & Cookie Policy for details). Requires an Internet connection (network fees may apply). This app: Requires acceptance of EA’s Privacy & Cookie Policy and User Agreement.
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