Popular GitHub Repositories for Interview Practice

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

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）

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

A one stop repository for generative AI research updates, interview resources, notebooks and much more!

A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities

主要记录大语言大模型（LLMs） 算法（应用）工程师相关的知识及面试题

深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）

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

A helpful 5-page machine learning cheatsheet to assist with exam reviews, interview prep, and anything in-between.

A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2025 without ANY background in the field and stay up-to-date with the latest news and state-of-the-art techniques!

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

Machine Learning Resources, Practice and Research

A best practice for tensorflow project template architecture.

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

? Awesome System for Machine Learning ⚡️ AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Model), GenAI (Generative AI). ? OSDI, NSDI, SIGCOMM, SoCC, MLSys, etc. ?️ Llama3, Mistral, etc. ?‍? Video Tutorials.

Datawhale成员整理的面经，内容包括机器学习，CV，NLP，推荐，开发等，欢迎大家star

记录cv算法工程师的成长之路，分享计算机视觉和模型压缩部署技术栈笔记。https://harleyszhang.github.io/cv_note/

AIGC-interview/CV-interview/LLMs-interview面试问题与答案集合仓，同时包含工作和科研过程中的新想法、新问题、新资源与新项目

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

?‍??‍? AI 엔지니어 기술 면접 스터디 (⭐️ 2k+)