MLOps on Highly Sensitive Data - Strict Confinement, Confidential Computing, and Tokenization Protecting Privacy
14 min

MLOps on Highly Sensitive Data - Strict Confinement, Confidential Computing, and Tokenization Protecting Privacy

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Maciej Mazur Andreea Munteanu
mlops kubernetes kubeflow confidential-computing tokenization data-privacy strict-confinement apparmor intel-sgx amd-trusted-zones devsecops ai-ml
Modern, typed Python for (multimodal) ML: From training to deployment
58 min

Modern, typed Python for (multimodal) ML: From training to deployment

PyCon - PyCon US 2023
Johannes Messner
python type-hints machine-learning mlops data-validation fastapi pydantic docarray deployment multimodal-ai tensor-shapes