zixian2021/AI-interview-cards resource

Health v2 · maintenance only

Flags: no_releases no_license

Adoption not part of the score

1352 stars · 118 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated repository of over 1000 machine learning and deep learning interview questions and answers organized into 25 categories, including a dedicated LLM topic section. It is a study resource written primarily in Chinese for AI algorithm engineer job interviews.

Use cases

• prepare for machine learning algorithm engineer interviews
• review deep learning interview questions and answers
• study LLM interview questions
• brush up on topics like SVM, Transformer, and reinforcement learning before an interview
• find a categorized question bank for AI job screening prep

When to choose

• you are interviewing for ML/DL algorithm roles and want a large categorized Q&A bank
• you prefer Chinese-language interview prep material
• you want coverage spanning classical ML, deep learning, NLP, CV, and LLM topics

When to avoid

• you need runnable code or hands-on exercises rather than Q&A text
• you need English-only study material
• you need actively updated content, as the last update was August 2023

Facets

learning-resource · maturity maintenance

machine-learning deep-learning nlp llm-inference reinforcement-learning machine-learning deep-learning large-language-models tutorials cross-platform interview-preparation question-bank qa-cards chinese-language algorithm-interview natural-language-processing

Member repositories

For agents

markdown · JSON · MCP: product_card(name="zixian2021/AI-interview-cards")