Dustin K MacDonald

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Year: 2022

Using Pandas to Iterate Through a List of Files

Posted on March 11, 2022March 11, 2022 by Dustin

Introduction For my Eastern University capstone, I had a few project ideas. One of them involved analyzing IRS XML data to predict nonprofit failure. Although I didn’t end up going with that idea (because so many of the records contain data quality issues), I did end up writing a number of data cleaning functions to…

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DTSC-670 Tips and Tricks

Posted on February 10, 2022February 11, 2022 by Dustin

Introduction DTSC-670 is the Foundations of Machine Learning Course at Eastern University. It’s a good course, definitely stretches your knowledge of matplotlib, Python, and scikit-learn as you learn how to build machine learning models and evaluate them. The purpose of this article is to explore some of the concepts in the course and give you…

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