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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
| Date | Stars |
|---|---|
| 2026-07-24 | 380 |
| 2026-07-25 | 380 |
| 2026-07-28 | 380 |
| 2026-07-30 | 380 |
| 2026-08-06 | 380 |
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# Awesome MLOPS A curated list of resources, tools, frameworks, articles, and projects related to Machine Learning Operations (MLOps).  ## Table of Contents - [Awesome MLOPS](#awesome-mlops) - [Table of Contents](#table-of-contents) - [Introduction](#introduction) - [Roadmaps](#roadmaps) - [One Video](#one-video) - [Playlists](#playlists) - [Youtube channels](#youtube-channels) - [Linkedin Accounts](#linkedin-accounts) - [Books](#books) - [Blogs](#blogs) - [Free Courses](#free-courses) - [Paid Courses](#paid-courses) - [Communities](#communities) - [Projects](#projects) - [Tools](#tools) - [Contributing](#contributing) ## Introduction Welcome to Awesome MLOps! This repository aims to gather the best resources related to MLOps, covering a wide range of topics including best practices, tools, frameworks, articles, and projects in the field of Machine Learning Operations. - [What is MLOps? | AWS](https://aws.amazon.com/what-is/mlops/) - [What is MLOps? | Nvidia](https://blogs.nvidia.com/blog/what-is-mlops/) - [What is MLOps? | Ubuntu](https://ubuntu.com/blog/what-is-mlops) - [Why Should You Use MLOps? | AWS](https://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-projects-why.html) - [Introduction to MLOps](https://blog.paperspace.com/introduction-to-mlops/) - [MLOps and the evolution of data science | IBM](https://www.ibm.com/blog/mlops-and-the-evolution-of-data-science/) - [MLOps: Enabling Operationalization of ML at Scale](https://www.iguazio.com/mlops/) ## Roadmaps - [Complete RoadMap To Learn AIOPS or MLOPS](https://www.youtube.com/watch?v=f8AtpzmRzFc) - [MLOps Roadmap | Secure Top Jobs Instantly](https://www.youtube.com/watch?v=RebzueX3Ih8) - [MLOps Roadmap 2024 | MLOps Career Path 2024 | MLOps Careers | Simplilearn](https://www.youtube.com/watch?v=xP_OPVt0Mr0) - [MLOps Explained | MLOps Roadmap | Future of Data & AI](https://www.youtube.com/watch?v=1JRcYSoyp8E) - [What is MLOps and how to get started? | MLOps series](https://www.youtube.com/watch?v=LdLFJUlPa4Y) ## One Video - [MLOps Full Course | MLOps Tutorial For Beginners | Machine Learning Operations | Intellipaat](https://www.youtube.com/watch?v=0Z0vZU6cMKY&t=1s) - [MLOps Course – Build Machine Learning Production Grade Projects](https://www.youtube.com/watch?v=-dJPoLm_gtE) - [MLOps Roadmap 2024 | MLOps Career Path 2024 | MLOps Careers | Simplilearn](https://www.youtube.com/watch?v=xP_OPVt0Mr0) - [Enterprise MLOps 101 | Nvidia](https://www.nvidia.com/en-us/on-demand/session/gtcspring23-s51616/) - [Best Practices to Accelerate ML Workflows and Reduce Computational Debt with MLOps | Nvidia](https://www.nvidia.com/en-us/on-demand/session/gtcfall20-a22204/) - [Introduction to Machine Learning Operations | Ubuntu](https://www.youtube.com/watch?v=_YjqHJNNnKE) ## Playlists - [Machine Learning Engineering for Production (MLOps)](https://www.youtube.com/playlist?list=PLkDaE6sCZn6GMoA0wbpJLi3t34Gd8l0aK) - [MLOps Zoomcamp 2022](https://www.youtube.com/playlist?list=PL3MmuxUbc_hLG1MoGNxJ9DmQSSM2bEdQT) - [MLOps Tutorials DVCorg](https://www.youtube.com/playlist?list=PL7WG7YrwYcnDBDuCkFbcyjnZQrdskFsBz) - [MLOps Hands On Implementation](https://www.youtube.com/playlist?list=PLwFaZuSL_mfou923msxLWAqxkj6Zcnt29) - [MLOPS Krish Naik](https://www.youtube.com/playlist?list=PLZoTAELRMXVOk1pRcOCaG5xtXxgMalpIe) - [MLOps - Machine Learning Operations](https://www.youtube.com/playlist?list=PL3N9eeOlCrP5a6OA473MA4KnOXWnUyV_J) - [Azure MLOps - DevOps for Machine Learning MG](https://www.youtube.com/playlist?list=PLiQS6N-W1p3m9squzZ2cPgGdH5SBhjY6f) ## Youtube channels - [MLOpscommunity](https://www.youtube.com/c/MLOpscommunity) - [Krish Naik](https://www.youtube.com/@krishnaik06) - [DSwithBappy](https://www.youtube.com/@dswithbappy) - [MLOps World: Machine Learning in Production](https://www.youtube.com/@mlopsworldmachinelearningi9769) - [MLOps Learners](https://www.youtube.com/@mlopslearners) - [DataTalksClub](https://www.youtu
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matched fp:2ab7da814351ab0c, topic:mlops, topic:kubeflow, topic:mlflow
matched fp:2ab7da814351ab0c, topic:gradio, topic:streamlit
