Decoding ML

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8 repositories

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 enterprise mcp ai-agents ai-engineering
Python
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MIT License
•22•149•0•0•Updated Sep 12, 2025Sep 12, 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.
python data-engineering openai agents fine-tuning rag mlops ai-systems huggingface llm
Jupyter Notebook
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MIT License
•263•1.5k•4•0•Updated May 19, 2025May 19, 2025
workshops
Public
Python
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MIT License
•9•11•0•0•Updated May 8, 2025May 8, 2025
personalized-recommender-course
Public
👕 Open-source course on architecting, building and deploying a real-time personalized recommender for H&M fashion articles.
python tutorial course recommender-system mlops feature-store personalized-recommendation two-tower-neural-networks
Jupyter Notebook
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MIT License
•112•558•0•0•Updated Apr 26, 2025Apr 26, 2025
tabular-semantic-search-tutorial
Public
📚 Tutorial on building a modern search app for Amazon e-commerce products leveraging tabular semantic search and natural language queries.
python information-retrieval rest-api tabular-data semantic-search
Jupyter Notebook
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MIT License
•19•85•2•0•Updated Apr 26, 2025Apr 26, 2025
.github
Public
1•0•0•0•Updated Apr 26, 2025Apr 26, 2025
llm-twin-course
Public
🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽𝘀 best practices: ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 12 𝘩𝘢𝘯𝘥𝘴-𝘰𝘯 𝘭𝘦𝘴𝘴𝘰𝘯𝘴
docker aws course infrastructure-as-code machine-learning-engineering comet-ml rag mlops pulumi qdrant
Python
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MIT License
•689•4.1k•4•0•Updated Apr 26, 2025Apr 26, 2025
articles-code
Public
💻 Decoding ML articles hub: Hands-on articles with code on production-grade ML
computer-vision system-design machine-learning-engineering mlops large-language-models ml-system-design
Jupyter Notebook
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MIT License
•21•139•0•0•Updated Mar 6, 2025Mar 6, 2025