Decoding ML

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5 repositories

personalized-recommender-course
Public
👕 An open-source course that will teach you how to build and deploy a real-time personalized recommender for H&M fashion articles.
python mlops feature-store personalized-recommendation real-time-deployment two-tower-neural-networks
Jupyter Notebook
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MIT License
•31•140•0•0•Updated Dec 23, 2024Dec 23, 2024
information-retrieval-tutorials
Public
📚 Tutorial on a tabular semantic search system for Amazon e-commerce products that enables natural language queries.
python information-retrieval
Jupyter Notebook
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MIT License
•2•6•0•0•Updated Dec 20, 2024Dec 20, 2024
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
•506•3.1k•2•0•Updated Dec 9, 2024Dec 9, 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•114•0•0•Updated Nov 29, 2024Nov 29, 2024
.github
Public
0•0•0•0•Updated Mar 20, 2024Mar 20, 2024