ashish-kamboj / mlops

Repository contains the detail about ML model deployment and building end-to-end ML pipeline for production

Provide detail and implementation of different tools/libraries/frameworks for-

• Experiment Tracking
• Model Evaluation
• Model Packaging
• Model Versioning
• Model Deployment
• Model Monitoring
• Model Orchestration and pipelining

Idea here is to provide the detailed implementation of building end-to-end ML pipeline and cover all the specifics about deploying the ML model in production and How to maintain it after that.