Tool & Platform
Intermediate
Kaggle Competitions
Kaggle · Hands-on Projects
A data science competition community with real datasets and leaderboards — a great arena to test your skills after the basics.
🏗️ Hands-on Projects
Project ideas, competition platforms and runnable practice repos · 6 resources (6 checked)
🌱 AI Fundamentals📐 Machine Learning🔬 Deep Learning🧠 Large Language Models💬 Prompting & Apps💻 AI-Assisted Coding🤖 AI Agent Development🔌 MCP Protocol📚 RAG & Retrieval🚀 Deployment & Serving🏗️ Hands-on Projects🎨 Multimodal & AIGC🛠️ Open Source & Tools📰 Community & News🧰 Tools & API Platforms
Open Source Project
Beginner
Project Based Learning Tutorial Collection
GitHub 社区 · Hands-on Projects
A project tutorial collection organized by language, each with clear goals and steps — learn by doing.
Open Source Project
Advanced
Build Your Own X
codecrafters · Hands-on Projects
A big collection of tutorials for building technologies from scratch — databases, editors, neural network engines, and other hardcore projects.
Open Source Project
Intermediate
Awesome LLM Apps
Shubham Saboo · Hands-on Projects
A collection of LLM projects organized by use case, with runnable examples for RAG, agent, and multimodal apps.
Open Source Project
Intermediate
gpt-engineer
gpt-engineer · Hands-on Projects
An open-source project that generates an entire codebase from a one-line prompt — an early landmark experiment in AI programming.
Open Source Project
Intermediate
LLM Fine-Tuning Datasets Collection
Maxime Labonne · Hands-on Projects
A curated collection of fine-tuning-ready datasets, organized by conversation, instruction, and preference types, with quality notes.
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