#learn data science
1101 related articles
Expert Opinions·3 min
The Faster AI Writes Code, the Deeper the Maintenance Cost Trap
AI coding tools may double output speed, but maintenance costs could quadruple. James Shore reveals the technical debt trap behind AI assistants and the math every team must understand.
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Tutorials·3 min
The Complete Guide to MLflow: An Open-Source AI Engineering Platform from Experiment Tracking to LLM Deployment
A deep dive into the MLflow open-source AI engineering platform, covering experiment tracking, LLM evaluation, model deployment, and monitoring to help teams efficiently manage the ML lifecycle.
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Expert Opinions·3 min
Reinventing the Wheel: Why Building From Scratch Is the Shortcut to the Technical Frontier
Developer Andrew Quinn compressed a 3GB SQLite database into a 7MB FST file, sharing a profound insight: reinventing four or five wheels by hand beats passive study at pushing you to the technical frontier.
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Tutorials·2 min
OpenClaw Orange Book: An In-Depth Guide to the Open-Source AI Agent Framework
In-depth look at the OpenClaw Orange Book open-source project covering AI Agent framework components, tech ecosystem, and practical development methodology.
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Tutorials·3 min
Hermes Agent Chinese Guide: 16 Volumes, 300K Words from Beginner to Multi-Agent Orchestration
Deep dive into hermes-agent-guide: a 16-volume, 300K-word Chinese manual covering installation, memory systems, skill ecosystems, multi-Agent orchestration, and enterprise deployment.
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Tutorials·3 min
Hermes Agent Orange Book: A Practical Guide to the 3600+ Star Open-Source AI Agent Framework
A deep dive into Nous Research's Hermes Agent open-source AI framework and the community Orange Book guide covering tool calling, reasoning, multi-Agent collaboration, and more.
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Product Reviews·3 min
Dash Open-Source Data Agent: 6-Layer Context Anchoring + Self-Learning That Gets Smarter with Use
Deep dive into Dash by agno-agi: a self-learning data agent built on systems engineering principles, featuring 6-layer context anchoring and query-driven continuous evolution.
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Tutorials·3 min
74K Stars on GitHub: The Most Comprehensive Open-Source Learning Guide for Prompt Engineering, RAG & AI Agents
Deep dive into the 74K-star GitHub project Prompt Engineering Guide, covering prompt techniques, context engineering, RAG, AI Agents, and complete learning paths for developers.
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Tech Frontiers·2 min
Paper-to-Notebook: Upload a Paper PDF and Generate PyTorch Code with One Click
Paper-to-Notebook is an open-source tool by VizuaraAI powered by Gemini 2.5 Pro that converts research paper PDFs into runnable PyTorch Jupyter Notebooks, accelerating AI paper reproduction.
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Product Reviews·3 min
Deep Dive into CowAgent: The Open-Source AI Agent Framework with 44,000 Stars
Deep analysis of CowAgent (formerly chatgpt-on-wechat), a 44K-star open-source AI Agent framework with proactive thinking, task planning, skill creation, and multi-platform support for building personal AI assistants and enterprise digital employees.
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Product Reviews·3 min
CowAgent Open-Source AI Agent Deep Dive: The Super Intelligent Assistant with 44K GitHub Stars
A deep dive into CowAgent, the 44K-star open-source AI Agent on GitHub. Supports WeChat, WeCom, Feishu, and more, with DeepSeek, GPT-4o, Claude compatibility and full Agent capabilities.
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Research·3 min
UK AISI Assessment Report: GPT-5.5 Cybersecurity Capabilities on Par with Claude Mythos
UK AISI releases GPT-5.5 cybersecurity assessment showing vulnerability discovery capabilities on par with Claude Mythos, but with GPT-5.5 already publicly available, raising new AI safety governance concerns.
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Tutorials·1 min
Programmer Yupi's Open-Source Coding Bible: The Most Comprehensive Learning Roadmap for 2026
Explore Programmer Yupi's open-source codefather project on GitHub — a comprehensive 2026 programming learning roadmap covering Java, Python, frontend, AI apps, RAG, and AI Agent development.
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Tutorials·1 min
Comprehensive Free Programming Resources: Covering Major Languages and AI Development
A curated GitHub repo offering free programming resources covering Java, Python, JavaScript, AI development, interview prep, and learning roadmaps for developers.
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Product Reviews·1 min
GitHub 8K+ Stars Project: Deep Dive into the Most Comprehensive LLM Learning Resource Repository
Deep dive into awesome-LLM-resources, a GitHub 8K+ star project offering the most comprehensive LLM learning resources covering Agents, MCP, multimodal AI, and more.
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Product Reviews·1 min
nanobot: Ultra-Lightweight Personal AI Agent Goes Viral on GitHub
nanobot, an ultra-lightweight personal AI Agent from HKUDS, has gone viral on GitHub with 41K+ Stars. Learn why this minimalist framework is reshaping the AI Agent landscape.
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Tutorials·3 min
Building an iNaturalist Observation Display Tool Over a Weekend with a Phone + Claude Code: Full Workflow
Simon Willison built an iNaturalist observation display tool from scratch using his phone and Claude Code while camping. Full breakdown of the three-layer data pipeline architecture and AI-assisted mobile development workflow.
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Tutorials·2 min
Simon Willison's Full Journey: Building a Wildlife Sightings Feature for His Blog Using Claude Code on His Phone
Simon Willison used Claude Code for web on his phone to add iNaturalist wildlife sightings to his blog, going from prototype to production in one day.
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Product Reviews·2 min
OpenMemory: Local Persistent Memory Storage for Shared Context Across AI Tools
OpenMemory is an open-source local memory storage solution providing a unified memory layer for Claude Desktop, GitHub Copilot, and other LLM apps, enabling shared context while ensuring data privacy.
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Tutorials·3 min
Microsoft's Open-Source Generative AI Course: 21 Lessons to Build AI Apps from Scratch (110K Stars)
Microsoft's official open-source Generative AI for Beginners course features 21 lessons covering LLM fundamentals, Prompt Engineering, and hands-on AI app development. 110K+ GitHub Stars, Jupyter Notebook-based learning for developers.
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