Shopify’s Playbook for Scaling Machine Learning — Solmaz Shahalizadeh @ Shopify Engineering Blog

If you’re at the start of building ML infrastructure and launching models it’s worth reading. Good structured points about what to focus on in each period of maturity.

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MLOps best practices — Towards Data Science @ Medium.

A quite extensive description of common pitfalls, which ML engineer may observe in process of ML products delivery in conjunction with best practices description.

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