Production AI Systems for Java Developers: Advanced — Professional Course

Inventory the Inference Stack: Batch-to-Real-Time Gap and SLO Definition

Own the Inference Layer: Readiness Scoring and the 30-Day Ownership Plan

Detect Invisible Failures: Production ML Readiness and Canary Gate Design

Advanced Techniques: Canary Rollout Strategy, Drift Detection Architecture, and SLA Governance for Production ML

Module 4: How to architect and govern advanced inference infrastructure — canary traffic p…

Four Pillars Serving Audit: Gap Assessment and Model Card Governance

Capstone: Production Inference Maturity Assessment and Gap Closure Roadmap