zhengjingwei/machine-learning-interview resource

Health v2 · maintenance only

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Adoption not part of the score

1695 stars · 217 forks observed · 2026-08-28

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

A curated collection of machine learning and deep learning interview questions with answers, written primarily in Chinese. It covers fundamentals like loss functions, evaluation metrics, feature engineering, and classic algorithms such as KNN, SVM, and Naive Bayes.

Use cases

• prepare for a machine learning engineer interview
• review classic ML algorithm concepts before an interview
• study feature engineering interview questions
• practice deep learning interview questions
• refresh knowledge of SVM, KNN, and Naive Bayes theory

When to choose

• you are preparing for algorithm/ML engineer interviews and want a structured question bank
• you prefer Chinese-language study material
• you want a checklist-style review of ML fundamentals

When to avoid

• you need a runnable library or code tool
• you need up-to-date content on LLMs or modern deep learning topics
• you need English-language material or a maintained, actively updated resource

Facets

learning-resource · maturity maintenance

machine-learning deep-learning nlp machine-learning tutorials education cross-platform interview-preparation question-bank chinese-language study-notes

Member repositories

For agents

markdown · JSON · MCP: product_card(name="zhengjingwei/machine-learning-interview")