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It's Your Data, Master It.
Apache Submarine for Model Serving
Overview
Skills Needed
Learn to deploy deep learning models with Apache Submarine. Explore model serving, inference, and more. Enroll now!
Intermediate knowledge of Apache Submarine fundamentals
Understanding of model deployment concepts
Outline
Introduction to Model Serving with Apache Submarine
Building Scalable Model Serving Pipelines
Model Versioning and A/B Testing
Real-time Inference with Apache Submarine
Efficient Model Serving Architectures
Scaling Model Serving Infrastructure
Handling Model Updates and Rollbacks
Model Performance Monitoring and Logging
Integrating Apache Submarine with Microservices
Best Practices for Deep Learning Model Serving
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