awesome-ai-engineering README

The project's README from github.com/dipakkr/awesome-ai-engineering. As one markdown file: README.md.

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If you found this repository helpful in discovering new opportunities, don’t keep it to yourself — share it with your friends or batchmates so they can benefit too!

You can also connect with me on LinkedIn — always happy to network and exchange ideas. 🚀


Are you a college student or a working professional looking for resources to learn a new coding language? Are you looking to meet new people in your community or searching for global conferences, hackathons and competitions to attend? If so, you should definitely check this out.

When I was in college, I missed a lot of opportunities like hackathons, conferences, internships, workshops and many global events due to lack of awareness. I don't want the emerging developers to suffer the same as me. Hence, I and a bunch of other developers around have collected a list of resources for students. If you are in college, a college graduate, or just starting out as a developer, you should definitely check it out!

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AI Tools and Resources

🚀 Quick Start Guide

Complete Beginner? → Beginner-Friendly Resources
Want to Learn Trending Tech? → Web3 & Blockchain | AI & ML | Cybersecurity
Building Web Apps? → Modern Frontend | Backend Development
Mobile Development? → Mobile Development
Career Focused? → Student Programs | Interview Prep
Want to Compete? → Hackathons | Open Source


📋 Table of Contents

🎯 I Want To...

📚 Main Categories

  1. Programming Languages & Frameworks
  2. Student Programs & Opportunities
  3. Hackathons & Competitions
  4. Learning Resources
  5. Free Resources & Tools
  6. Interview Preparation
  7. Community & Networking
  8. Additional Resources

🔍 Quick Access


FYI


AI Tools and Resources

A curated list of AI tools and platforms to enhance your productivity

Programming Languages & Frameworks

Beginner-Friendly Resources :baby:

Perfect for absolute beginners! These resources assume no prior programming knowledge.

Python

Browse this link for detailed information on Python

AI & Machine Learning

Machine Learning

Browse this link for detailed information on Machine Learning and Deep Learning

Large Language Models (LLMs)

Deep Learning

Browse this link for detailed information on Machine Learning and Deep Learning

Web3 & Blockchain Development

The future of decentralized applications and smart contracts

Blockchain Platforms

Learning Resources

Development Tools & Frameworks

Best GitHub Repositories


Cybersecurity & Ethical Hacking

Protect systems and learn ethical hacking techniques

Learning Platforms

Certifications

Practice Platforms

awesome-ai-engineering (dipakkr/awesome-ai-engineering)

Searching Database…

这是什么?这是一份大型精选列表,涵盖大语言模型(LLM)、RAG、AI 智能体、MCP、微调、评估以及生产级 AI 系统等 AI 工程资源,同时还包括面向学生的更广泛学习资源,例如编程语言、黑客松、网络安全、区块链等。
这是一份完整的路线图,还是一堆分散的主题列表?它是一个大型索引,分为若干主要类别(编程语言、学生项目、黑客松、学习资源、面试准备等),并包含 AI/ML、Web3 和网络安全等热门技术的子章节。
列表是如何组织的,我怎样才能找到需要的内容?顶部有快速入门指南和目录,分别指向新手友好资源、Web3 与区块链、AI 与 ML、网络安全以及职业发展相关链接等章节,你可以直接跳到自己关心的主题。
完全的新手应该从哪里开始?初学者条目带有婴儿表情标记,适合所有人的推荐资源带有星星表情标记,付费内容带有美元符号表情标记,因此初学者可以据此筛选出适合自己的条目。
这些条目经过审核,还是只是一堆链接的堆砌?许多条目带有策展人备注,例如 'Recommended',或免费/付费标记,但文中没有说明任何审核流程,因此各章节的质量参差不齐,部分内容只是链接,未经评估。
它只涵盖 AI,还是也包括其他技术主题?尽管名称带有 AI-engineering,它实际上是一个广泛的学生资源中心,还涵盖 Web3/区块链、网络安全、Web 与移动开发、面试准备和黑客松。
这份列表还在更新吗?该仓库拥有 22k+ 星标,并包含 2025 年热门技术章节,表明它仍在积极维护,不过 README 中并未说明更新频率。
它是否深入涵盖 RAG 和 MCP 等大语言模型专题?是的,它设有专门的大语言模型章节,包含课程、GitHub 仓库、研究论文,以及用于测试 LLM 的 Playground,例如 OpenAI Playground 和 Hugging Face Inference。
Creator
dipakkr
Size
3.7 MB
Stars
22.4K
Updated
CommitJun 17
Age
8y
Commits · 90 Days