Engineering

Challenges & Solutions for Production Recommendation Systems

How to deal with unseen data, optimise response times, and update models frequently.

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Scaling Machine Learning Pipelines

How to parallelize and distribute your Python machine learning pipelines with Luigi, Docker, and Kubernetes

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