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Stars

MLOps

18 repositories

A curated list of data engineering tools for software developers

7,133 1,282 Updated Feb 17, 2025

This is a repo with links to everything you'd ever want to learn about data engineering

Jupyter Notebook 26,879 5,486 Updated Feb 22, 2025

A curated list of references for MLOps

12,937 1,928 Updated Nov 21, 2024

An Awesome List of Open-Source Data Engineering Projects

2,360 399 Updated Oct 4, 2024

AWS-native chatbot using Bedrock + Claude (+Nova and Mistral)

TypeScript 1,045 384 Updated Mar 3, 2025

An awesome & curated list of best LLMOps tools for developers

Shell 4,490 431 Updated Feb 11, 2025

๐Ÿ˜Ž A curated list of awesome MLOps tools

Python 4,343 601 Updated Nov 29, 2024

LLM Zoomcamp - a free online course about real-life applications of LLMs. In 10 weeks you will learn how to build an AI system that answers questions about your knowledge base.

Jupyter Notebook 3,156 523 Updated Feb 3, 2025

MLOps maturity assessment

60 9 Updated Apr 23, 2023

A collection of resources to learn about MLOPs.

931 52 Updated Feb 26, 2023

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

18,142 2,307 Updated Mar 4, 2025

Reference architecture for machine learning operations

37 13 Updated Jul 23, 2020

AWS AI Stack โ€“ A ready-to-use, full-stack boilerplate project for building serverless AI applications on AWS

JavaScript 962 90 Updated Nov 12, 2024

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 3,658 598 Updated Dec 26, 2024

customer-satisfaction

Python 135 85 Updated Jul 28, 2024

Refine high-quality datasets and visual AI models

Python 9,247 606 Updated Mar 4, 2025

The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery ๐Ÿง‘โ€๐Ÿ”ฌ

Jupyter Notebook 9,124 1,333 Updated Feb 7, 2025