Course description

This course focuses on the analysis of messy real life data to perform predictions using statistical and machine learning methods. Material covered integrates the five key facets of an investigation using data data collectionódata wrangling cleaning and sampling to get a suitable data set; data managementóaccessing data quickly and reliably; exploratory data analysisógenerating hypotheses and building intuition; prediction or statistical learning; and communicationósummarizing results through visualization stories and interpretable summaries.

Instructor

  • Senior Preceptor in Statistics, Harvard University

Associated Schools

  • Harvard Division of Continuing Education

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