- Internet Scale Service checklist : Succinct check list that cover the basics , nothing hearth shattering but often one or two key elements are forgotten in the designs might crumble down the line.
- On Designing and Deploying Internet-Scale Services : classic paper by James Hamilton of Windows Lives team on how to build very large scale internet service and operations.
- Talking Machines : excellent podcast providing a clear window into the world of machine learning.
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