Scottfree Analytics
- Role
- Head of Data Science at Scottfree Analytics Llc
- Location
- Toledo, OH, US
- LinkedIn followers
- 500 followers
About Scottfree Analytics
At Scottfree Analytics LLC, we pride ourselves on our expertise and commitment to…
Experience
Head of Data Science
May 2017 — Present
Data Science Consultants to Fortune 500 and international clients. Please refer to our consulting history below. Sole developer of open-source software AlphaPy, an AutoML framework downloaded over 125K times. The pipeline creates classification and regression models, combines multiple algorithms, and applies recursive feature elimination with cross-validation, grid search, and automatic model selection (blended or best model). AlphaPy also generates visualizations such as ROC curves, variable importance plots, and lift curves. The final model is pickled and can be deployed into the cloud as either a REST service or Flask route. See the documentation here: https://alphapy.readthedocs.io/en/latest/ Developed MarketFlow for market predictions and SportsFlow for sports predictions. Each of these programs loads data from various sources (such as IEX Cloud™ for real-time daily and intraday data) to reshape the time series data into a machine learning format.
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