315386775/DeepLearing-Interview-Awesome-2024 resource

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2885 stars · 244 forks observed · 2026-08-28

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

A curated collection of deep learning, LLM, and computer vision interview questions with detailed answers, organized into six topic modules including AIGC, perception algorithms, and hand-written code exercises. It also collects new ideas, resources, and projects from research and industry work, updated continuously.

Use cases

• prepare for deep learning algorithm interviews
• study LLM interview questions with answers
• review computer vision and perception algorithm interview topics
• practice hand-written ML code for interviews
• find curated resources on large language models and AIGC
• learn LoRA and fine-tuning concepts for job interviews

When to choose

• you are preparing for ML/DL algorithm engineer interviews at tech companies
• you want a continuously updated question bank covering LLMs, CV, and AIGC
• you prefer Chinese-language explanations with detailed answer references

When to avoid

• you need a structured course or textbook rather than a question-answer list
• you need English-language interview material
• you want runnable production code rather than study notes

Facets

learning-resource · maturity active

documentation developer-tools deep-learning machine-learning large-language-models computer-vision tutorials awesome-lists python cross-platform interview-questions llms aigc pytorch leetcode self-driving medical-imaging chinese-language

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