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Data


Service-aligned Data Platform Architecture

How the data analytics platform team scaled data ingestion from various services at Canva.

Jaskirat Grover, Justin TyJun 9, 2022
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Computer Vision

Going Deeper with Depth Maps

How we use machine learning to estimate depth and salience maps for photos in Canva.

Kerry HalupkaDec 15, 2021
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
Search and Relevance

Building a Data-Driven Autocorrection System

This post explains how we built a data-driven system that can perform autocorrection at scale across languages.

Ashwanth FernandoJul 19, 2019

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