interview-questions

LeetCode for PyTorch — 65 ML/AI interview problems from real interviews at Google, Meta, Anthropic. Jupyter notebooks, an auto-grader, and an MCP AI tutor.

Here lies the resources and topics necessary for the role of Data Scientist and Machine Learning

🧱 AI 产品经理入门知识库:面试题库 · AI 基础 · 案例拆解 · 学习路线 | 无论是零基础转行还是持续进步,一个仓库就够了

A complete collection of RAG interview questions, answers (548 questions & 41 RAG types), system design scenarios, architecture patterns, and production-ready concepts.

Possibly futile attempt at grounding hype with theory and fundamentals

Interview questions and prep for AI Engineer, LLM Engineer, and Applied AI roles. Built for software engineers breaking into AI and ML practitioners levelling up: company-specific question sets, role-based study maps, worked answers, and from-scratch coding challenges.

An innovative platform that generates mock interview questions using the advanced Gemini API, aiding individuals in their interview preparation journey. If you have any feedback or area of improvement let us know by open a issue

Interview prep for LLM post-training, ML, system design, and coding — organized by career path.

A comprehensive, production-focused guide to acing AI/ML system design interviews at top tech companies.