MLSecOps

Machine Learning Security Operations - managing AI/ML security pipelines and operations

AI/ML High Priority July 2025

5

Learning Resources
Emerging Skill in AI/ML Domain

Emerging role for professionals who can secure AI systems and manage AI-driven incidents

Market Drivers:
  • Urgency score: 6.5/10
  • Identified through AI-powered workforce analysis
  • Growing importance in modern technology stack
Timeline

Growing demand - important for career advancement

Free Learning Resources 5 Resources
Open access educational materials and documentation
foundation Required
Machine Learning for Security Analysts

Practical guide to applying ML techniques in security analysis

Video 1h30m
foundation Required
AI Security Tools and Platforms

Overview of leading AI-powered security tools and platforms

Documentation 0h45m
intermediate
Introduction to AI-Enhanced Security Operations

Comprehensive overview of how AI is transforming cybersecurity operations

Course 2h0m
intermediate
AI Orchestration with Microsoft Security Copilot | Flight School

Ryan Munsch introduces AI orchestration in Microsoft Security Copilot, explaining how it uses retrie...

Youtube_video
intermediate
Shadow AI: The MOST DANGEROUS Insider Risk of 2025

An eye-opening video discussing the hidden threat of Shadow AI, its impact on data, compliance, and ...

Youtube_video