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MLOps integrates machine learning with DevOps practices to streamline the model development lifecycle, focusing on automation, reproducibility, and performance monitoring. This blog details a practical project to build a House Price Predictor using Azure DevOps for CI/CD, covering setup, data processing, feature engineering, model training, and deployment to Azure Kubernetes Service.
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