Best Practices

Jul 6, 2025 Transfer Learning 50 min read

Transfer Learning (12): Industrial Applications and Best Practices

Series finale. A field guide to shipping transfer learning to production: when to use it, the end-to-end pipeline, compute and dollar economics, four landmark case studies, A/B testing, distribution-shift monitoring, and …

Jun 22, 2023 Docker and Containers 28 min read

Docker and Containers (7): Security — Running Containers Without Giving Away the Keys

Containers provide isolation, not security. Default Docker configurations run processes as root with full capabilities. This article shows how to lock containers down for production.