Build and Deploy Production Ready PyTorch Models

Explore the complete lifecycle of PyTorch model development and deployment using Azure Machine Learning in this 59-minute conference talk from NDC Porto 2022. Dive deep into the Azure Machine Learning Python SDK to manage data, train models at scale, and deploy them to production Kubernetes clusters. Gain a solid understanding of Azure Machine Learning services' technological building blocks and learn how to leverage integrated CI/CD tooling for efficient machine learning workflows. Discover how to track experiments, collaborate effectively, and streamline the process of building production-ready PyTorch models in the cloud.

Build and deploy production ready PyTorch models - Henk Boelman - NDC Porto 2022