Essential Statistics for Data Science: A Case Study Using Python, Part I

Essential Statistics for Data Science: A Case Study using Python, Part I System requirements: Language: Python 3.5 Libraries: statsmodels, pandas, matplotlib Data: available here Our last post dove straight into linear regression. In this post, we’ll take… Read more


Introduction to web scraping with Python

Data is the core of predictive modeling, visualization, and analytics. Unfortunately, the needed data is not always readily available to the user, it is most often unstructured. The biggest source of data is the Internet, and with programming, we can extr... (more…)

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Python Hashes and Equality

Most Python programmers don’t spend a lot of time thinking about how equality and hashing works. It usually just works. However there’s quite a bit of gotchas and edge cases that can lead to subtle and frustrating bugs once one starts to customize their... (more…)

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