/mlops-playbook

The MLOps Playbook is designed to provide a centralized hub of curated resources for studying and mastering the principles, tools, and best practices of MLOps.

MIT LicenseMIT

๐Ÿ“‘ MLOps Playbook

ML in Production - Don't just train, let your model fulfill it's destiny!

   

The Secret Sauce

๐Ÿ“”  Books โš™๏ธ  Repos ๐Ÿ“ฐ  Blogs & Channels ๐Ÿ†’  Cool Projects
MLOps: Operationalizing Data Science MLOps Roadmap & Curriculum Props to MLOps! mlops.toys
Designing ML Systems: An Iterative Process for Production-Ready Applications MLOps Zoomcamp neptune.ai gpt4all
Build ML Powerd Applications Learning ML Algorithms from Scratch MLOps.Community Feast
An Intro to Statistical Learning with Applications in Python Open Source ML University ml-ops.org Flask+Gunicorn+Nginx
Yannic Kilcher's Channel nanoGPT
Aladdin Persson's Channel RedPajama: Data
Andrej Karpathy's Channel Serverless ML Projects
Aleksa Gordiฤ‡ - The AI Epiphany Made with ML