mercari / ml-system-design-pattern
System design patterns for machine learning
☆2,551Updated 3 years ago
Alternatives and similar repositories for ml-system-design-pattern:
Users that are interested in ml-system-design-pattern are comparing it to the libraries listed below
- A curated list of references for MLOps☆12,987Updated 4 months ago
- Source code accompanying O'Reilly book: Machine Learning Design Patterns☆1,944Updated 3 years ago
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆3,069Updated 7 months ago
- machine learning system examples☆297Updated 2 years ago
- [Book-2021] Practical MLOps O'Reilly Book☆764Updated 2 months ago
- Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)☆2,625Updated 8 months ago
- A curated list of awesome MLOps tools☆4,369Updated 3 months ago
- MLOps examples☆1,906Updated 7 months ago
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning☆18,229Updated this week
- WIP: Roadmap to becoming a machine learning engineer in 2020☆2,150Updated 3 years ago
- https://huyenchip.com/ml-interviews-book/☆3,649Updated 9 months ago
- ☆7,061Updated 6 months ago
- Public repo for DeepLearning.AI MLEP Specialization☆1,879Updated 4 months ago
- A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"☆9,356Updated last year
- Data science interview questions with answers. Not ideally (yet)☆1,607Updated 2 years ago
- Complete deep learning project developed in Full Stack Deep Learning, 2022 edition. Generated automatically from https://github.com/full-…☆462Updated last year
- A guideline for building practical production-level deep learning systems to be deployed in real world applications.☆4,416Updated last year
- Machine Learning and Computer Vision Engineer - Technical Interview Questions☆3,368Updated 2 months ago
- Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. Fro…☆5,863Updated this week
- 📝 Design doc template & examples for machine learning systems (requirements, methodology, implementation, etc.)☆586Updated 2 years ago
- CDF SIG MLOps☆615Updated 3 months ago
- Full Stack Deep Learning Online Course☆893Updated 3 years ago
- Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.☆1,140Updated last year
- Clean Code concepts adapted for machine learning and data science. Now a free video series 😎 https://bit.ly/2yGDyqT☆723Updated 3 years ago
- A curated list of articles that cover the software engineering best practices for building machine learning applications.☆1,268Updated 11 months ago
- This repository aims to map the ecosystem of artificial intelligence guidelines, principles, codes of ethics, standards, regulation and b…☆1,305Updated 2 months ago
- Lab materials for the Full Stack Deep Learning Course☆1,209Updated 2 years ago
- ZenML 🙏: The bridge between ML and Ops. https://zenml.io.☆4,472Updated this week
- ✍️ A carefully curated list of NLP paper summaries☆1,479Updated 3 years ago
- A repo for data science related questions and answers☆2,420Updated 2 years ago