Donia Robinson

Machine Learning

KDD Cup Educational Data Mining Challenge
Used mined educational data to predict future performance based on day-to-day tutoring methods
Built a machine learning algorithm that identified important features, pre-processed the data, categorized text fields using K-Means clustering, and made predictions on test sets using Random Forest Classifier
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Books I Recommend

The Confidence Code: The Science and Art of Self-Assurance - What Women Should Know
Katty Kay and Claire Shipman
Taking the Stage: How Women Can Speak Up, Stand Out, and Succeed
Judith Humphrey
First, Break All The Rules
Marcus Buckingham and Curt Coffman
Stumbling on Happiness
Daniel Gilbert

Find Me Elsewhere

Custom Coded Twitter Bot (@happyspacebot)

Built a Twitter bot that retrieves an encouraging quote via an API, a NASA photo via another API, combines them, and tweets the result
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