Next Steps / Broad Framework:
- Find and collect data
- find datasets, apis, historical/live data etc
Data Types:
- 1.i) Historic Betting odds and results, opening & closing
- 1.ii) Data Golf - historic player performance
- 1.iii) Real time - injury status, player momentum / flailing
- 1.iv) Course data - weather, location, travel time, etc.
- 1.v) Anything else
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Clean and Preprocess Data
- Handle missing values
- standardize data
- possible feauture engineering
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Model Development
- Define a goal/what we want to predict using our data (eg. final round wins, live in game betting, over/unders etc)
- Make sure to use appropriate model for each of problem
- Maybe look into other alternative data we can use to improve model as much as possible
-
Backtest and optimize
- traning/ test split
- possibly simulate historical bets
- Performance Report
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Real time
- JS will give 50-100$ for you to fuck around with and try to win, feel free to contribute if succesful