– The author and publisher rely on sales; a direct "free PDF" search mostly leads to pirate sites, which often host malware or outdated drafts.

The book by Faisal Masood and Ross Brigoli is a comprehensive guide to building a self-serving, open-source MLOps platform. Faisal Masood, a Principal Architect and AI/ML Lead at AWS (formerly at Red Hat), brings over 20 years of experience to this practical handbook. Core Themes of the Book

The convergence of Kubernetes and ML represents the maturation of the AI field. By adopting these orchestration techniques, organizations can move away from manual, fragile deployments toward scalable, automated systems that can handle the massive data demands of the future.