AI Security for Business Professionals: Threats & Defense

About this course

AI is already making decisions in your organization — and most security teams aren't ready. This course closes that gap.

UPDATE: CC now available in Spanish, French, German, Hindi, and Chinese!

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 calculusAI attack types: data poisoning, adversarial inputs, prompt injection, model theft, and backdoored modelsOWASP Top 10 for LLMs — and how to apply it to real systemsAI threat modeling using STRIDE adapted for ML pipelines and LLM applications

How to secure AI APIs, manage secrets, and detect abuse patterns in productionAI 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 ForSecurity analysts and SOC professionals working with AI-powered toolsIT managers and security architects evaluating or deploying AI systems

Developers building or integrating LLM-based applications

Complianc

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