Popular GitHub Repositories for Interview Preparation

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

200+ detailed flashcards useful for reviewing topics in machine learning, computer vision, and computer science.

AI算法工程师面试宝典：三年面试经验，五年模拟题库！本书涵盖AIGC、传统深度学习、自动驾驶、机器学习、计算机视觉、自然语言处理、强化学习、具身智能、元宇宙、AGI等人工智能领域的面试笔试真题及实用技巧，助你轻松应对AI行业挑战。

【三年面试五年模拟】AI算法工程师面试秘籍。涵盖AIGC、传统深度学习、自动驾驶、机器学习、计算机视觉、自然语言处理、强化学习、具身智能、元宇宙、AGI等AI行业面试笔试经验与干货知识。

LLMs interview notes and answers:该仓库主要记录大模型（LLMs）算法工程师相关的面试题和参考答案

Welcome to the LLMs Interview Prep Guide! This GitHub repository offers a curated set of interview questions and answers tailored for Data Scientists. Enhance your understanding of Large Language Models, prepare for technical interviews, and excel in the evolving landscape of data science with a focus on LLM applications.

Utilizing GPT to assist interviewees, help answer questions and write code

? 1704 Machine Learning, Data Science & Python Interview Questions (ANSWERED) To Kill Your Next ML & DS Interview. Get All Answers + PDFs on MLStack.Cafe. Post your ML Jobs ?

Data Science, Machine Learning, Deep Learning, NLP, Python & Library's cheat Sheet - Interview Questions & Notes

Realtime Interview Copilot is a web application that assists users in crafting responses during interviews. It leverages real-time audio transcription and AI-powered response generation to provide relevant and concise answers.

AI Mock Interviewer

Possibly futile attempt at grounding hype with theory and fundamentals

Quick recall notes and tutorial links for various Math, Machine learning and Deep Learning concepts. Basically, links from where my understanding was maximized.

Speech & Audio Algorithms and Machine Learning Interview Questions

Real-time transcription, AI-driven answer suggestions, and interview simulation using Next.js, React, Azure Speech, Gemini and OpenAI. Supercharge your interview skills! Check this for Demo

LinkedEdge: Unlock Your Interview Success with LinkedEdge, your AI-powered job interview preparation assistant.

LLM Interview Preparation Assistant using RAG, ElasticSearch and Ollama/ChatGPT

Comprehensive resources on Generative AI, including a detailed roadmap, projects, use cases, interview preparation, and coding preparation.

一个基于Vapi和Love平台构建的，提供逼真面试通话体验的系统

InterviewPro is your AI-powered job interview assistant, providing tailored interview prep, personalized questions, professional cover letters, and application emails. Boost confidence, save time, and stand out with smart, data-driven insights.