Cloud APIs are easier, but outsourcing isn't free
- The cost of API calls, data storage, and cloud instances will scale along with usage.
- Many companies that have used cloud APIs for machine learning today may eventually attempt to transition to self-hosted or self-trained models to gain more control over their machine learning pipelines.
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