outerbounds / tutorialsLinks
☆13Updated last year
Alternatives and similar repositories for tutorials
Users that are interested in tutorials are comparing it to the libraries listed below
Sorting:
- A PaaS End-to-End ML Setup with Metaflow, Serverless and SageMaker.☆37Updated 4 years ago
- Template-based generation of DAG cards from Metaflow classes, inspired by Google cards for machine learning models.☆30Updated 3 years ago
- Codes, scripts, and notebooks on various aspects of transformer models.☆27Updated 2 years ago
- Three examples of recommendation system pipelines with NVIDIA Merlin and Redis☆63Updated 5 months ago
- Recommendations at "Reasonable Scale": joining dataOps with recSys through dbt, Merlin and Metaflow☆240Updated 2 years ago
- Materials for my 2021 NYU class on NLP and ML Systems (Master of Engineering).☆96Updated 2 years ago
- A reference implementation of an end to end, open-source MLOps platform.☆15Updated 2 years ago
- Public repository for the Search Fundamentals course taught by Daniel Tunkelang and Grant Ingersoll. Available at https://corise.com/cour…☆46Updated last year
- A repository that showcases how you can use ZenML with Git☆70Updated 2 months ago
- Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases wit…☆49Updated 3 years ago
- ☆25Updated 7 months ago
- It's all in the name☆81Updated 2 years ago
- 🤗 Collection of examples on how to train, deploy and monitor HuggingFace models in Google Cloud Vertex AI☆21Updated last year
- Metaflow flows for analyzing topics and sentiments in Hacker News☆22Updated last year
- Machine Learning Projects with Flytekit☆37Updated 2 years ago
- This is a repository for the Duke University Cloud Computing course project on Serveless Data Engineering Pipeline. For this project, I r…☆20Updated 4 years ago
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆149Updated last year
- 🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects☆82Updated 3 years ago
- An efficient, to-the-point, and easy-to-use checklist to following when deploying an ML model into production.☆30Updated 2 years ago
- Joining the modern data stack with the modern ML stack☆199Updated 2 years ago
- Slides and notebook for the workshop on building a search system☆22Updated last year
- ☆104Updated last year
- Code samples for the Effective Data Science Infrastructure book☆115Updated 2 years ago
- Listens MLFlow model registry changes and deploy models based on configurations☆20Updated 2 years ago
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆40Updated 8 months ago
- Check for data drift between two OpenAI multi-turn chat jsonl files.☆37Updated last year
- 🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.☆183Updated last year
- Metaflow tutorials for ODSC West 2021☆64Updated 3 years ago
- A Chainlit App Used to Showcase: Async, Caching, Additional Chainlit Methods, and more!☆11Updated last year
- Fast model deployment on AWS Lambda☆14Updated last year