awesome-generative-ai-guide

Free

A one stop repository for generative AI research updates, interview resources, notebooks and much more!

AI ChatbotsFreeFree tier

Type

Open Source

Visit Website GitHub (26.5k stars)

About awesome-generative-ai-guide

Awesome Generative AI Guide is a comprehensive open-source repository that serves as a one-stop resource for generative AI research updates, interview preparation, and learning materials. It includes role-specific roadmaps, over 1,000 interview questions, 10 real-world system design questions with code, and free course recommendations. The content is reverse-engineered from 500+ real job descriptions and conversations with hiring managers at top tech companies (FAANG+), startups, and other organizations.

Key Features

Role-specific learning roadmaps for AI interviews

Over 1,000 interview questions

10 real-world system design questions with code solutions

Curated free course recommendations

Content reverse-engineered from 500+ real job descriptions

Open-source and community-driven

Pros & Cons

Pros

Comprehensive and well-organized resource for AI interviews
Based on real job descriptions and hiring manager insights
Free and open-source
Includes practical system design examples with code

Cons

Primarily focused on interview preparation rather than general generative AI learning
May require frequent updates to stay current with rapidly changing AI field

Best For

Preparing for AI/ML job interviews at FAANG+ and startupsPracticing system design for AI rolesStaying updated with generative AI researchBuilding a structured study plan for machine learning interviews

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FAQ

What does the AI interview hub include?

The hub includes role-specific roadmaps, over 1,000 interview questions, 10 real-world system design questions with code, and free course recommendations. It is reverse-engineered from 500+ real job descriptions and conversations with hiring managers at FAANG+ companies and startups.