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Decoding AI Magazine

Proven content on designing, building, and shipping AI software that works.

Welcome to the Decoding AI Magazine

Real-world guides taking you from PoC purgatory to shipping AI products that work.

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๐ŸŽฏ The Playbook

Decoding AI is your weekly hub for learning how to design, build, and ship production-grade AI systems. End-to-end.

๐Ÿ—ž๏ธ Why Subscribe?

Joining Decoding AI you will learn about the entire lifecycle of an AI system, from data collection and system design to deployment, monitoring, and evaluation.

  • Real-World: No bed-time stories, just hands-on content.
  • Time-efficient: Every Tuesday, youโ€™ll get one free actionable tip in less than 8 minutes.
  • Future-proof: Learn the skills that will thrive in a future dominated by AI coding tools.

๐Ÿ“š The Knowledge Base

๐Ÿค Let's collaborate!

We'd love to collaborate with guest authors, brands and start-ups.

๐Ÿ“ง Reach out here

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  1. articles-code articles-code Public

    ๐Ÿ’ป Decoding ML articles hub: Hands-on articles with code on production-grade ML

    Jupyter Notebook 141 21

  2. llm-twin-course llm-twin-course Public

    ๐Ÿค– ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป for ๐—ณ๐—ฟ๐—ฒ๐—ฒ how to ๐—ฏ๐˜‚๐—ถ๐—น๐—ฑ an end-to-end ๐—ฝ๐—ฟ๐—ผ๐—ฑ๐˜‚๐—ฐ๐˜๐—ถ๐—ผ๐—ป-๐—ฟ๐—ฒ๐—ฎ๐—ฑ๐˜† ๐—Ÿ๐—Ÿ๐—  & ๐—ฅ๐—”๐—š ๐˜€๐˜†๐˜€๐˜๐—ฒ๐—บ using ๐—Ÿ๐—Ÿ๐— ๐—ข๐—ฝ๐˜€ best practices: ~ ๐˜ด๐˜ฐ๐˜ถ๐˜ณ๐˜ค๐˜ฆ ๐˜ค๐˜ฐ๐˜ฅ๐˜ฆ + 12 ๐˜ฉ๐˜ข๐˜ฏ๐˜ฅ๐˜ด-๐˜ฐ๐˜ฏ ๐˜ญ๐˜ฆ๐˜ด๐˜ด๐˜ฐ๐˜ฏ๐˜ด

    Python 4.3k 712

  3. personalized-recommender-course personalized-recommender-course Public

    ๐Ÿ‘• Open-source course on architecting, building and deploying a real-time personalized recommender for H&M fashion articles.

    Jupyter Notebook 591 120

  4. tabular-semantic-search-tutorial tabular-semantic-search-tutorial Public

    ๐Ÿ“š Tutorial on building a modern search app for Amazon e-commerce products leveraging tabular semantic search and natural language queries.

    Jupyter Notebook 87 21

  5. second-brain-ai-assistant-course second-brain-ai-assistant-course Public

    Learn to build your Second Brain AI assistant with LLMs, agents, RAG, fine-tuning, LLMOps and AI systems techniques.

    Jupyter Notebook 2.2k 399

  6. enterprise-mcp-course enterprise-mcp-course Public

    Learn to build from scratch an AI PR reviewer integrated with GitHub, Slack and Asana that scales within your organization.

    Python 245 54

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Showing 8 of 8 repositories
  • .github Public
    decodingai-magazine/.githubโ€™s past year of commit activity
    0 1 0 0 Updated Jan 18, 2026
  • enterprise-mcp-course Public

    Learn to build from scratch an AI PR reviewer integrated with GitHub, Slack and Asana that scales within your organization.

    decodingai-magazine/enterprise-mcp-courseโ€™s past year of commit activity
    Python 245 MIT 54 0 0 Updated Dec 6, 2025
  • second-brain-ai-assistant-course Public

    Learn to build your Second Brain AI assistant with LLMs, agents, RAG, fine-tuning, LLMOps and AI systems techniques.

    decodingai-magazine/second-brain-ai-assistant-courseโ€™s past year of commit activity
    Jupyter Notebook 2,194 MIT 399 4 1 Updated May 19, 2025
  • workshops Public
    decodingai-magazine/workshopsโ€™s past year of commit activity
    Python 15 MIT 11 0 0 Updated May 8, 2025
  • personalized-recommender-course Public

    ๐Ÿ‘• Open-source course on architecting, building and deploying a real-time personalized recommender for H&M fashion articles.

    decodingai-magazine/personalized-recommender-courseโ€™s past year of commit activity
    Jupyter Notebook 591 MIT 120 2 0 Updated Apr 26, 2025
  • tabular-semantic-search-tutorial Public

    ๐Ÿ“š Tutorial on building a modern search app for Amazon e-commerce products leveraging tabular semantic search and natural language queries.

    decodingai-magazine/tabular-semantic-search-tutorialโ€™s past year of commit activity
    Jupyter Notebook 87 MIT 21 2 0 Updated Apr 26, 2025
  • llm-twin-course Public

    ๐Ÿค– ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป for ๐—ณ๐—ฟ๐—ฒ๐—ฒ how to ๐—ฏ๐˜‚๐—ถ๐—น๐—ฑ an end-to-end ๐—ฝ๐—ฟ๐—ผ๐—ฑ๐˜‚๐—ฐ๐˜๐—ถ๐—ผ๐—ป-๐—ฟ๐—ฒ๐—ฎ๐—ฑ๐˜† ๐—Ÿ๐—Ÿ๐—  & ๐—ฅ๐—”๐—š ๐˜€๐˜†๐˜€๐˜๐—ฒ๐—บ using ๐—Ÿ๐—Ÿ๐— ๐—ข๐—ฝ๐˜€ best practices: ~ ๐˜ด๐˜ฐ๐˜ถ๐˜ณ๐˜ค๐˜ฆ ๐˜ค๐˜ฐ๐˜ฅ๐˜ฆ + 12 ๐˜ฉ๐˜ข๐˜ฏ๐˜ฅ๐˜ด-๐˜ฐ๐˜ฏ ๐˜ญ๐˜ฆ๐˜ด๐˜ด๐˜ฐ๐˜ฏ๐˜ด

    decodingai-magazine/llm-twin-courseโ€™s past year of commit activity
    Python 4,258 MIT 712 4 2 Updated Apr 26, 2025
  • articles-code Public

    ๐Ÿ’ป Decoding ML articles hub: Hands-on articles with code on production-grade ML

    decodingai-magazine/articles-codeโ€™s past year of commit activity
    Jupyter Notebook 141 MIT 21 0 0 Updated Mar 6, 2025