GateXAIML / Recommended Books
DevOps and MLOps
Why this subject matters: DevOps and MLOps are what turn a working model or codebase into something reliably running in production — a fast-growing specialization as companies realize that "it works on my laptop" doesn't scale.
Standard reference
The Phoenix Project
A novel-style introduction to DevOps culture and principles — unusually readable for a technical management book.
In-depth
The DevOps Handbook
The practical companion to The Phoenix Project — concrete practices for continuous delivery and reliability.
Practice & problems
Introducing MLOps
Focused specifically on the ML lifecycle — versioning models and data, monitoring drift, and automating retraining.
