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AI DevOps Pipeline with CI/CD Insights by Dhairyasheel Desai is a document available to read on EtoBox.

What is AI DevOps Pipeline with CI/CD Insights about?

The project aims to create an end-to-end AI DevOps pipeline for automating the lifecycle of machine learning models, ensuring scalable deployment using various tools like Python, TensorFlow, and Docker. Key components include CI/CD implementation with GitHub Actions, model deployment on AWS, and performance monitoring using Prometheus and Grafana. The project has real-world applications in industries such as healthcare, finance, and retail, and the final model achieved 93% accuracy.

Author

Dhairyasheel Desai

Language

EN