Popular GitHub Repositories for Practice Exams

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）

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

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

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.

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

Best practice TTS based on BERT and VITS with some Natural Speech Features Of Microsoft; Support ONNX streaming out!

Automatically find issues in image datasets and practice data-centric computer vision.

Beginner-friendly AI conversation practice application / 更适合新手的 AI 口语对话练习应用 (Been busy lately, but still maintaining)

计算机视觉实践和探索/Practice and explorations in computer vision.

Computer Vision Practice

A holistic way of understanding how Llama and its components run in practice, with code and detailed documentation.

GPT Interviewer - Practice interview with AI interviewer based on job descriptions and resume

Bootcamp to learn the basics for Machine Learning

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

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.