mercari / ml-system-design-patternLinks
System design patterns for machine learning
☆2,766Updated 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
Sorting:
- Source code accompanying O'Reilly book: Machine Learning Design Patterns☆2,034Updated 4 years ago
- machine learning system examples☆309Updated 2 years ago
- WIP: Roadmap to becoming a machine learning engineer in 2020☆2,191Updated 4 years ago
- 📝 Design doc template & examples for machine learning systems (requirements, methodology, implementation, etc.)☆621Updated 2 years ago
- https://huyenchip.com/ml-interviews-book/☆4,165Updated 6 months ago
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆3,206Updated last year
- A curated list of references for MLOps☆13,353Updated 10 months ago
- A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dm…☆9,588Updated 2 years ago
- ☆8,257Updated last year
- Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.☆1,184Updated 2 years ago
- CDF SIG MLOps☆628Updated 10 months ago
- Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)☆3,562Updated last year
- [Book-2021] Practical MLOps O'Reilly Book☆859Updated 8 months ago
- Full Stack Deep Learning Online Course☆903Updated 4 years ago
- A guideline for building practical production-level deep learning systems to be deployed in real world applications.☆4,519Updated 3 months ago
- MLOps examples☆2,026Updated last year
- An end-to-end implementation of intent prediction with Metaflow and other cool tools☆870Updated 2 years ago
- A curated list of awesome MLOps tools☆4,749Updated 2 months ago
- 🤓 A curated awesome list of Machine Learning Engineering resources. Feel free to contribute!☆296Updated 11 months ago
- An ongoing list of pandas quirks☆980Updated 2 years ago
- This repository aims to map the ecosystem of artificial intelligence guidelines, principles, codes of ethics, standards, regulation and b…☆1,366Updated 8 months ago
- A curated list of articles that cover the software engineering best practices for building machine learning applications.☆1,314Updated last year
- Source for https://fullstackdeeplearning.com☆1,259Updated 5 months ago
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning☆19,252Updated this week
- Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.☆11,482Updated 2 years ago
- Interactive Tools for Machine Learning, Deep Learning and Math☆2,777Updated last year
- Lab materials for the Full Stack Deep Learning Course☆1,216Updated 3 years ago
- This repo is meant to serve as a guide for Machine Learning/AI technical interviews.☆6,948Updated 3 months ago
- Software Architecture for ML engineers☆413Updated 3 years ago
- ☆704Updated 3 years ago