GoogleCloudPlatform / ml-design-patternsLinks
Source code accompanying O'Reilly book: Machine Learning Design Patterns
☆2,050Updated 4 years ago
Alternatives and similar repositories for ml-design-patterns
Users that are interested in ml-design-patterns are comparing it to the libraries listed below
Sorting:
- Code repository for the O'Reilly publication "Building Machine Learning Pipelines" by Hannes Hapke & Catherine Nelson☆605Updated 2 years ago
- [Book-2021] Practical MLOps O'Reilly Book☆916Updated 11 months ago
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆3,270Updated last year
- ☆832Updated last month
- Public repo for DeepLearning.AI MLEP Specialization☆1,942Updated last year
- Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.☆1,224Updated 2 years ago
- Companion repository for the book Building Machine Learning Powered Applications☆700Updated 2 years ago
- 📝 Design doc template & examples for machine learning systems (requirements, methodology, implementation, etc.)☆634Updated 2 years ago
- CDF SIG MLOps☆630Updated last year
- MLOps examples☆2,059Updated last year
- Code for the online course "Deployment of Machine Learning Models"☆879Updated last year
- Code and files to go along with CS329s machine learning model deployment tutorial.☆616Updated 3 years ago
- An ongoing list of pandas quirks☆986Updated 2 years ago
- Clean Code concepts adapted for machine learning and data science. Now a free video series 😎 https://bit.ly/2yGDyqT☆731Updated 4 years ago
- System design patterns for machine learning☆2,857Updated 4 years ago
- This repository aims to map the ecosystem of artificial intelligence guidelines, principles, codes of ethics, standards, regulation and b…☆1,390Updated 2 months ago
- Full Stack Deep Learning Online Course☆910Updated 4 years ago
- https://huyenchip.com/ml-interviews-book/☆4,422Updated 9 months ago
- An end-to-end implementation of intent prediction with Metaflow and other cool tools☆872Updated 2 years ago
- Source for https://fullstackdeeplearning.com☆1,281Updated 8 months ago
- Complete deep learning project developed in Full Stack Deep Learning, 2022 edition. Generated automatically from https://github.com/full-…☆487Updated last year
- Lab materials for the Full Stack Deep Learning Course☆1,219Updated 3 years ago
- ☆707Updated 3 years ago
- A curated list of awesome MLOps tools☆4,919Updated 2 weeks ago
- AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker☆3,423Updated last year
- Complete deep learning project developed in Full Stack Deep Learning, Spring 2021☆447Updated 4 years ago
- Notes for Machine Learning Engineering for Production (MLOps) Specialization course by DeepLearning.AI & Andrew Ng☆384Updated 2 years ago
- Software Architecture for ML engineers☆414Updated 3 years ago
- This is an example of a Containerized Flask Application that can deploy to many target environments including: AWS, GCP and Azure.☆418Updated 11 months ago
- Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)☆4,083Updated last month