3-Day Instructor-Led Programme
Learn how to secure AI pipelines including training, deployment and monitoring across MLOps environments. This mentor-led programme uses practical scenarios to address supply chain risks, controls and model protection.
Duration
3 Days
Price
$1,997
As organisations scale AI adoption, securing the full AI lifecycle becomes critical. From data ingestion and model training to deployment and monitoring, each stage introduces unique risks that can impact model integrity, reliability, and trust.
This programme focuses on securing AI pipelines and MLOps environments, including model training security, AI supply chain risks, software bill of materials (SBOM) for AI, deployment hardening, and monitoring for model abuse. Participants gain a structured understanding of how to protect AI systems end-to-end.
Delivered as a mentor-led programme using practical scenarios, this course equips participants to design secure AI pipelines, implement controls, and ensure resilience against emerging threats in production environments.
Secure pipeline design labs, threat modelling exercises, and MLOps security scenarios.
Mentors guide secure architecture design, risk analysis, and real-world AI security challenges.
Develop secure AI pipeline and MLOps protection expertise.
Analyse risks across AI pipelines
Design secure MLOps architectures
Implement controls for training and deployment
Evaluate AI supply chain vulnerabilities
Communicate security strategies and risks
Lead secure AI system implementation
Experience with AI, ML, or data systems.
Basic understanding of cybersecurity principles.
Familiarity with cloud or DevOps environments.
Step-by-step learning journey from basics to professional practice
Master these in-demand skills through hands-on practice
A clear view of the roles this programme supports, what typically comes next, and where learners progress over time
Choose the learning format that works best for you and your team
Instructor-Led Training
Join live instructor-led sessions from anywhere. Interactive, engaging, and flexible.
Price per person
Group enrolments and early planning options available.
All prices are exclusive of VAT where applicable. Group enrolments and custom packages available on request.
Not everyone learns best in a group. If you want focused guidance, faster clarity, and confidence you can use on the job, our 1-to-1 Fast-Track Training gives you private, mentor-led support tailored to your experience and goals.
"Many learners choose 1-to-1 when they want understanding, not memorisation."
Everything you need to know about the certification exams
You will receive an Xcademia certificate of completion based on participation and successful completion of labs and scenario simulations.
Credential
On successful completion of Securing AI Pipelines & MLOps, learners receive an Xcademia Certificate of Completion. This standalone certificate is issued directly by Xcademia and is aligned with globally recognised frameworks and best practices.
Everything you need to know about this course
AI engineers, security professionals, and DevOps practitioners working with AI systems.
Take the next step in your professional development