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Alex Chen, Senior Developer

Machine Learning Integration Patterns

Integrating machine learning into production systems requires careful planning. This article covers proven patterns.

We discuss model serving architectures, feature stores, monitoring strategies, and A/B testing frameworks.

Case studies illustrate how organizations have successfully operationalized their ML initiatives.

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