zixian2021/AI-interview-cards

• highreadme#1

  Reposition README's opening to clearly state purpose

  原因：

  当前

  # 2023.8.13更新：
  # 增加所有中高级问题的QA，新增LLM专题面试QA！
  结合面试与被面试的经验，手工整理，1000余道，20多个类目的深度学习&机器学习算法岗面试题目QA

  复制粘贴的修复

  复制

  This repository provides the most comprehensive collection of AI, Deep Learning, and Machine Learning algorithm interview questions and answers (QA), meticulously compiled from interview experiences. Featuring over 1000 questions across more than 20 categories, it's designed to help candidates prepare for algorithm engineering roles. 
  
  # 2023.8.13更新：
  增加所有中高级问题的QA，新增LLM专题面试QA！

  待办完成忽略
• highlicense#2

  Create a LICENSE file

  原因：

  复制粘贴的修复

  复制

  Create a `LICENSE` file in the repository root. For a content repository like this, consider a permissive license such as MIT or Apache-2.0 to clarify usage rights for others.

  待办完成忽略

本次扫描解析到的品类 GEO 通道：google/gemini-2.5-flash, deepseek/deepseek-v4-flash

• 品类问题

  Where can I find comprehensive interview questions for AI algorithm engineering roles?

  你：未被推荐
  AI 推荐顺序：

  1. Cracking the Coding Interview
  2. Machine Learning Interviews
  3. LeetCode
  4. HackerRank
  5. Glassdoor
  6. Levels.fyi
  7. Deep Learning Interviews: Hundreds of fully solved job interview questions from FAANG, top startups, and financial companies
  8. Towards Data Science

  AI 推荐了 8 个替代方案，却始终没点名 zixian2021/AI-interview-cards。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  Need advanced deep learning and machine learning interview questions with solutions.

  你：未被推荐
  AI 推荐顺序：

  1. ResNet-50
  2. XGBoost
  3. LightGBM
  4. CatBoost
  5. scikit-learn's `GradientBoostingClassifier`
  6. scikit-learn's `GradientBoostingRegressor`

  AI 推荐了 6 个替代方案，却始终没点名 zixian2021/AI-interview-cards。这就是要补上的差距。

  查看 AI 完整回答

• Metadata completeness

  fail

  建议：

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of zixian2021/AI-interview-cards?

  pass
  ✓AI 明确点名了 zixian2021/AI-interview-cards

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• If a team adopts zixian2021/AI-interview-cards in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 zixian2021/AI-interview-cards

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• In one sentence, what problem does the repo zixian2021/AI-interview-cards solve, and who is the primary audience?

  pass
  ⚠AI 未点名 zixian2021/AI-interview-cards —— 很可能在说另一个项目

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？