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walkinglabs / hands-on-modern-rl

🚀 An open-source, hands-on curriculum bridging the gap from basic RL concepts to LLM alignment, RLVR, and advanced Agentic systems.

▲ ~35/7d ★ 4.8k Jupyter Notebook 2d ago
leandromoreira / digital_video_introduction

A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding). Translations: 🇺🇸 🇨🇳 🇯🇵 🇮🇹 🇰🇷 🇷🇺 🇧🇷 🇪🇸

▲ 14/7d ★ 16k Jupyter Notebook 🔥 1mo ago
NirDiamant / Prompt_Engineering

22 prompt engineering techniques with hands-on Jupyter Notebook tutorials, from fundamental concepts to advanced strategies for leveraging LLMs.

▲ ~7/7d ★ 7.9k Jupyter Notebook 1d ago
calmrocks / ai-engineer-notebooks

Hands-on, framework-free Colab notebooks for the AI Engineer / Forward Deployed Engineer (FDE) skill set — model APIs, structured output, tool calling, RAG, evals-as-the-spine, agents (loop from scratch, tool design, guardrails, MCP, Skills), fine-tuning vs LoRA, prompt-injection/security, LLMOps, and customer craft. Runs on the free Groq API.

▲ ~5/7d ★ 708 Jupyter Notebook 16d ago
pinecone-io / examples

Jupyter Notebooks to help you get hands-on with Pinecone vector databases

▲ ~0/7d ★ 3.0k Jupyter Notebook 2d ago
DataFabric-Academy / ms-fabric-data-science

Hands-on Microsoft Fabric Data Science labs (FreshMart churn) with Thai study notes, PySpark/MLflow, and DP-604-aligned learning path.