visenger / awesome-mlopsLinks
A curated list of references for MLOps
☆13,229Updated 8 months ago
Alternatives and similar repositories for awesome-mlops
Users that are interested in awesome-mlops are comparing it to the libraries listed below
Sorting:
- A curated list of awesome MLOps tools☆4,632Updated last week
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆3,156Updated 11 months ago
- ☆12Updated last year
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning☆18,774Updated 2 weeks ago
- ☆7,833Updated 10 months ago
- 📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.☆28,116Updated last year
- A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dm…☆9,482Updated 2 years ago
- ZenML 🙏: MLOps for Reliable AI: from Classical AI to Agents. https://zenml.io.☆4,737Updated this week
- https://huyenchip.com/ml-interviews-book/☆3,795Updated 4 months ago
- Free MLOps course from DataTalks.Club☆13,036Updated 2 weeks ago
- System design patterns for machine learning☆2,685Updated 3 years ago
- A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)☆7,370Updated 9 months ago
- ♾️ CML - Continuous Machine Learning | CI/CD for ML☆4,115Updated last month
- MLOps examples☆1,994Updated 11 months ago
- This repository aims to map the ecosystem of artificial intelligence guidelines, principles, codes of ethics, standards, regulation and b…☆1,344Updated 6 months ago
- A guideline for building practical production-level deep learning systems to be deployed in real world applications.☆4,486Updated last month
- Source code accompanying O'Reilly book: Machine Learning Design Patterns☆2,010Updated 4 years ago
- Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. Fro…☆6,419Updated this week
- Data science interview questions and answers☆9,391Updated 3 months ago
- Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.☆11,139Updated last year
- Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)☆3,058Updated last year
- 📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.☆2,858Updated 2 years ago
- Public repo for DeepLearning.AI MLEP Specialization☆1,914Updated 8 months ago