# Generative AI Interviews

Ace your interviews at AI-first and AI-powered companies. Learn to explain how Gen AI really works, where it fails, and how to use it responsibly. Understand how top tech companies build and deploy AI products and how generative AI works in production, from LLMs and RAG systems to real-world deployment.

## Taught by

Raj Singh, ML Engineer, Snap

Puntis Palazzolo, Responsible AI Lead, LinkedIn

Oleh Shkinder, AI Product Manager

## What people like about this course

Chao S. - General AI course that's great for beginners.

## What you'll find in this course

- 16 lessons  
- 4 hours

### Generative AI Interviews

- 4 modules  
- 16 lessons

### Overview

- 5 lessons  
  - [Welcome to Exponent’s Generative AI Course](/content/courses/gen-ai-interviews/gen-ai-welcome/index.html)  
  - [What is Generative AI?](/content/courses/gen-ai-interviews/what-is-gen-ai/index.html)  
  - [Generative AI Glossary](/content/courses/gen-ai-interviews/gen-ai-glossary/index.html)  
  - [Top AI Companies to Work For](/content/courses/gen-ai-interviews/ai-companies-list/index.html)  
  - [What’s next in Generative AI?](/content/courses/gen-ai-interviews/gen-ai-whats-next/index.html)

### Understanding Generative AI

- 6 lessons  
  - [How Gen AI Knowledge is Tested in Interviews](/content/courses/gen-ai-interviews/how-gen-ai-knowledge-is-tested/index.html)  
  - [How Generative AI Works (Without the Jargon)](/content/courses/gen-ai-interviews/how-gen-ai-works/index.html)  
  - [Generative AI and Hallucinations](/content/courses/gen-ai-interviews/gen-ai-hallucinations/index.html)  
  - [Generative AI and Security](/content/courses/gen-ai-interviews/gen-ai-security/index.html)  
  - [Generative AI Evaluation](/content/courses/gen-ai-interviews/gen-ai-evaluation/index.html)  
  - [Bias, Fairness, and Responsible AI](/content/courses/gen-ai-interviews/bias-fairness-and-responsible-ai/index.html)

### Using Generative AI

- 5 lessons  
  - [How Prompt Engineering is Tested in Interviews](/content/courses/gen-ai-interviews/how-prompt-engineering-is-tested/index.html)  
  - [How to Approach Prompt Engineering in Interviews](/content/courses/gen-ai-interviews/prompt-engineering-approach/index.html)  
  - [How to Vibe Code in an Interview](/content/courses/gen-ai-interviews/gen-ai-prototyping/index.html)  
  - [Walkthrough: AI Prototyping](/content/courses/gen-ai-interviews/ai-prototyping-walkthrough/index.html)  
  - [Retrieval-Augmented Generation](/content/courses/gen-ai-interviews/retrieval-augmented-generation/index.html)

### Mock Interviews

- Coming soon

### Frequently asked questions

#### What's included in the Exponent membership?

With a paid monthly or annual membership, you’ll get:

- Full access to this interview course and 100+ other **interview prep courses and modules**.
- Hundreds of **real interview questions, answers, and walkthroughs**.
- Self-paced **video lessons** with expert interview answer frameworks.
- Access to **interview rubrics and sample answers** for common interview types.
- Unlimited access to **peer-to-peer mock interviews** for product sense, behavioral, and more.
- Access to **AI tools** for mock interview feedback.
- A complete library of **company-specific interview guides**.
- Membership in our private **Slack community**.

#### How does the money-back guarantee work?

If you aren’t satisfied with your membership for any reason, reach out to us and let us know how we can help. We offer full refunds within 5 days of purchase.

#### How does Exponent's Slack channel work?

The Exponent Slack Channel is a private community of thousands of other Exponent members. Our Slack Channel has relevant, fresh information on acing interviews and recent interview experiences shared by candidates like yourself.