Master AI threat modeling, prompt injection, data poisoning & OWASP LLM Top 10 — no math required.
AI is already making decisions in your organization — and most security teams aren’t ready. This course closes that gap.
What you’ll learn
- Understand, at a basic level, what AI and Machine learning really is..
- Understand the security challenges associated with AI.
- Identify opportunities to leverage AI in a secure way.
- Provide guidance to your organization for safe AI deployment.
Course Content
- AI Basics –> 2 lectures • 23min.
- AI Security Landscape –> 2 lectures • 23min.
- AI Threat Modeling –> 2 lectures • 17min.
- Securing AI in Production –> 2 lectures • 17min.
- AI Governance, Compliance & Regulation –> 2 lectures • 19min.
- AI Security for Leadership –> 1 lecture • 16min.
Requirements
AI is already making decisions in your organization — and most security teams aren’t ready. This course closes that gap.
AI Security for Business Professionals is a practical, non-mathematical course for security analysts, managers, and developers who need to understand how AI systems can be attacked, defended, and governed — without a data science background.
You’ll learn to identify real AI threats, build threat models for AI systems, harden AI deployments in production, and apply governance frameworks that satisfy auditors and executives alike.
What You’ll Learn
- How AI and machine learning actually work — intuition, not calculus
- AI attack types: data poisoning, adversarial inputs, prompt injection, model theft, and backdoored models
- OWASP Top 10 for LLMs — and how to apply it to real systems
- AI threat modeling using STRIDE adapted for ML pipelines and LLM applications
- How to secure AI APIs, manage secrets, and detect abuse patterns in production
- AI governance, risk frameworks (NIST AI RMF, EU AI Act), and compliance essentials
- How to communicate AI risk to executives, auditors, and non-technical stakeholders
Hands-On From Day One
Every module includes practical exercises. You’ll run Jupyter notebooks that demonstrate data poisoning attacks, prompt injection exploits, and model behavior — then apply defenses. Role-play scenarios put you in real conversations with vendors, managers, and engineering leads so you can practice the skills that matter in the field.
Who This Course Is For
- Security analysts and SOC professionals working with AI-powered tools
- IT managers and security architects evaluating or deploying AI systems
- Developers building or integrating LLM-based applications
- Compliance and risk professionals responsible for AI governance
- Business leaders who need to ask the right security questions about AI
No prior AI or machine learning experience required. If you can read a dashboard and write a risk memo, you’re ready for this course.