King.AI

the future is here

Inspiration

We want to use AI to redefine what it means to make smart basketball decisions. This team is passionate about using data to spark success in real-world settings.

What it does

Use ML libraries to discover the most and least successful players in the league. Find the relationship between skills to discover the true bottlenecks of success. Use neural network to predict probability of success in the future given these newly discovered key attributes.

How we built it

Python, scikitlearn, keras

Challenges we ran into

discovering the difference between general characteristics of successful players and true bottlenecks of successful players.

Accomplishments that we're proud of

We discovered what skills drive success. As a result of this, we can conclude which players should be drafted by the Kings next season, what skills they may be lacking in, and true player ranking based on essential features