Popular GitHub Repositories for Interviews Preparation

Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.

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

Mac app for crushing tech interviews with AI

2026 AI/ML internship & new graduate job list updated daily

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

2025 AI/ML internship & new graduate job list updated daily

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。

Prepping tables for machine learning

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

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

Scalable data pre processing and curation toolkit for LLMs

Open source project for data preparation of LLM application builders

[Pedestron] Generalizable Pedestrian Detection: The Elephant In The Room. @ CVPR2021

? AIGC 求职面经、必备基础知识、提示词工程、ChatGPT、Stable Diffusion、Prompt、Embedding、Fintune 等 AIGC 求职你所需要知道的一切~

Data Preparation for Satellite Machine Learning

List of DL topics and resources essential for cracking interviews

Resources I used for ML Engineer, Applied Scientist and Quant Researcher interviews.

VerticaPy is a Python library that exposes sci-kit like functionality to conduct data science projects on data stored in Vertica, thus taking advantage Vertica’s speed and built-in analytics and machine learning capabilities.

An open source book to learn data science, data analysis and machine learning, suitable for all ages!