I feel very fortunate to work for an employer like Shopify, that places a lot of value in continuous learning and self development. One of the many benefits that we...
I’m a huge sucker for Marvel cinematic and in this article I will do a fun exercise with building a simple interactive 3D network graph based on the relationship between...
PCA is one of the most popular techniques for dimensionality reduction. If you have no idea what I mean by dimensionality reduction, check out part 1 of this topic. In...
What is dimensionality reduction? The name might sound fancier than what it actually is. It is simply the process of reducing the number of dimensions in a dataset aka reducing...
Baysian Change Point analysis using PyMC3 to detect changes in marketing conversions. A real life example using analysis done at Shopify during COVID-19 pandemic.
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