Building an Effective CI/CD Pipeline for Machine Learning
A CI/CD (Continuous Integration and Continuous Delivery) pipeline is critical for automating the deployment, testing, and monitoring of machine learning models. Unlike traditional software, machine learning CI/CD pipelines must handle complex data workflows, manage evolving data sets, and monitor models for performance drift. By implementing a robust CI/CD pipeline for ML, teams can maintain efficiency … Read more