Christina Ellis

I am a practicing Senior Data Scientist with a masters degree in statistics. Between academic research experience and industry experience, I have over 10 years of experience building out systems to extract insights from data. I specialize in building production-ready machine learning models that are used in client-facing APIs and have a penchant for presenting results to non-technical stakeholders and executives.

Removing outliers

Are you wondering how to treat the outliers in your dataset? In this article we tell you everything you need to know about handling and removing outliers. First we discuss the most important considerations you should keep in mind when determining how to handle outliers. After that, we discuss different methods you can use to handle …

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