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Does anyone have recommendations on a platform for online pipeline deployment with integration with ML models?
What I mean by a platform for online pipeline deployment with ML:
• Real-time, not batch workflows
• Can do pure data processing using API (i.e., input, return output)
• Can do ML prediction + Downstream Data Processing using API (i.e., input, prediction with ML model, perform data processing, return output)
• Data/Model versioning is nice to have
• Experiment Tracking is nice to have