Serverless: Can it Simplify Data Science Projects?
Towards Data Science, April 25, 2019
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Dependencies, parameters, run scripts and build
Load-balance, data partitions, model distribution and hyper params
Parallelism, GPU support, query tuning and caching
Monitoring, logging, versioning and security
CI/CD, rolling upgrades and A/B testing