Monkeying Around with Machine Learning Workflows

Machine Learning at SurveyMonkey

SurveyMonkey collects around 3 million responses each day, which has amassed into an extensive treasure chest of structured and unstructured survey data over the years. While the raw data has been analyzed and processed for the SurveyMonkey data businesses—Benchmarks and Audience—we’ve only just begun to perform more sophisticated statistical machine learning on the data. More specifically, some of the problems we are currently tackling are in the area of natural language processing (NLP) such as:
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