How to Do Descriptives Statistics in Python Using Numpy

This post was originally published hereIn this short post we are going to revisit the topic on how to carry out summary/descriptive statistics in Python. In the previous post, I used Pandas (but also SciPy and Numpy, see Descriptive Statistics Using Pytho… Read more


Better Python Testing: How to Mock AWS

At Atlassian, my fellow engineers and I often find ourselves creating tools that rapidly become crucial to our own workflows. Because of this, the practice of writing tests to ensure consistent behavior is almost second nature for us. We’re aware that thi... (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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