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Data Science


Understanding a Diverse User Base with Frequency Segmentation at Scale

How we developed a bespoke frequency-recency segmentation to understand our users' diverse usage patterns.

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Cuong Duong, Naomi StuartMar 16, 2023
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Machine Learning

Machine learning hyperparameter optimization with Argo

How the hyperparameters of our machine learning models are tuned at Canva.

Ryan Lin, Yiran Jing, Paul TuneSep 16, 2021
Data Science

Subscription analytics at scale

Evolving Canva's subscription data architecture to enable data-driven decision making.

Chuxin Huang, Paul Tune, Grant NobleJul 15, 2021

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