Decoding ML

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6 repositories

production-llm-rag-course
Public
Python
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MIT License
•0•1•0•2•Updated Jan 21, 2025Jan 21, 2025
information-retrieval-tutorials
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
•1•12•0•0•Updated Jan 16, 2025Jan 16, 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
•41•202•0•0•Updated Jan 10, 2025Jan 10, 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
•548•3.3k•5•0•Updated Dec 26, 2024Dec 26, 2024
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
•18•120•0•0•Updated Nov 29, 2024Nov 29, 2024
.github
Public
0•0•0•0•Updated Mar 20, 2024Mar 20, 2024