Project ReportJeff PapeCheng Chen

Pains• Losing bets• Unmeasurable stats(teamwork, chemistry, etc)• Coaches not understanding teams

Solutions• Construct dataset, implement AI algorithm• Extract new features• Model players/teams

Mock up

System architecture

Technical challenges• Constructing large dataset• Interacting efficiently with data• Designing/implementing machine learning algorithm

Secret sauce• New features• Detailed analysis and machine learning algorithm• Very large set of statistics

Milestones

Feature ChartPast Data Machine Learning Accuracy

Average Joe X

Online Betting Site X XX

Our Program X X XXX

Summary• Design and implement algorithm• Understand teams/players better• Make better game predictions