MLSecOps Learning Path

Last updated: November 2025

I'm documenting my transition into MLSecOps. These are the resources that actually moved the needle.

Core Security Foundation

Coming soon: Books, courses, and resources that built the security background.

Machine Learning Fundamentals

Coming soon: Current learning stack including Hyperskill, DataCamp, and practical ML courses.

MLOps in Production

Coming soon: Tools and systems for deploying ML in production environments.

LLM Security & Operations

Coming soon: The cutting-edge differentiator - self-hosting, security implications, Ollama resources.

Infrastructure as Foundation

Coming soon: Your 20-year advantage - Kubernetes for ML, Proxmox for labs, production-grade homelab resources.