Preparation

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

【三年面试五年模拟】AIGC/LLM/AI Agent算法工程师面试资源平台。涵盖AIGC、LLM大模型、AI Agent、具身智能、传统深度学习、计算机视觉、自然语言处理、自动驾驶、机器学习、强化学习、大数据挖掘、世界模型、元宇宙、AGI等AI行业面试笔试干货经验与核心跨周期知识。

Your Cheat Sheet for AI Engineering Interview – Questions and Answers.

Scalable data pre processing and curation toolkit for LLMs

Machine learning with dataframes

Open source project for data preparation for GenAI applications

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’…

The free, open companion to the original Grokking the System Design Interview course by DesignGurus.io.

Visual knowledge bank for understanding large language models, with 180 concept cards from tokenization to deployment.

Go web crawler to scrape documentation sites and convert content to clean Markdown for LLM ingestion (RAG, training data).

A complete collection of RAG interview questions, answers (505 questions & 41 RAG types), system design scenarios, architecture patterns, and production-ready c…

Production AI Systems, Agentic AI & Distributed Infrastructure

Open-source, voice-first AI mock interviewer. Upload your CV + a job description, practice out loud with an adaptive multilingual interviewer, get scored and co…

🚀 A powerful tool to automatically generate descriptive tags for image datasets using both WD Tagger and VLM, with a user-friendly web UI. Perfect for preparin…

Interview prep portal - dashboard, application tracker, interview prep, skills matrix, company research