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It's Your Data, Master It.
MLflow for Model Deployment
Overview
Skills Needed
Learn to deploy machine learning models with MLflow. Explore packaging, serving, and more. Enroll now!
Basic knowledge of machine learning concepts
Familiarity with Python programming
Outline
Introduction to Model Deployment with MLflow
Packaging ML Models with MLflow
Model Serving and Inference with MLflow
Scalable Model Deployment Architectures
MLflow Model Monitoring and Management
Model Versioning and Rollbacks
Custom Model Serving with MLflow
MLflow Model Deployment Best Practices
Deployment Automation with MLflow Projects
Real-world Model Deployment Challenges
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