AI Security, Safety & Governance Interview Kit
What is this course?
This course is a practical, interview-focused guide to building and securing real-world AI systems.
It goes beyond theory and focuses on how modern AI systems actually work in production. You will learn how systems break, how attackers exploit them, and how to design secure, reliable, and responsible AI applications.
The content is structured around real interview scenarios, system design thinking, and production-level challenges across LLMs, RAG systems, and agent-based architectures.
What you will learn
By the end of this course, you will be able to:
- Identify vulnerabilities across LLM, RAG, and agent-based systems
- Understand real-world attack techniques like prompt injection, data leakage, and tool misuse
- Design secure AI systems with proper guardrails and layered defenses
- Apply threat modeling and think in terms of trust boundaries
- Build production-ready architectures with security, reliability, and scalability in mind
- Handle failure scenarios, monitoring, and incident response
- Understand governance, compliance, and responsible AI practices
- Explain your thinking clearly in interviews with structured answers
How this course is structured
The course follows a complete learning path:
- Foundations → How AI systems work and where risks originate
- Attack Surface → Where systems can break
- Attack Techniques → How systems are exploited
- Defense & Guardrails → How to protect systems
- System Design → How to build secure systems end-to-end
- Governance → How to deploy responsibly
- Use Cases → Real-world scenarios across industries
Each section includes carefully designed questions that simulate real interview conversations and push you to think deeply.
Who is this course for?
This course is ideal for:
- AI Engineers preparing for product-based or system design interviews
- Machine Learning Engineers working with LLMs, RAG, or agents
- Data Scientists moving into production AI systems
- Backend Engineers transitioning into AI systems
- Anyone who wants to understand how to secure and ship AI systems in real-world environments
Why this course stands out
Most courses focus on building models.
This course focuses on:
How real AI systems behave, fail, and need to be secured in production
You will not just learn concepts.
You will learn how to think like an engineer who can design, defend, and deploy AI systems confidently.
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