mlopscommunity / Reading-Group-Practical-MLOpsLinks
MLOpsCommunity's reading group for _Practical MLOps_ by Noah Gift and Alfredo Deza
☆51Updated 3 years ago
Alternatives and similar repositories for Reading-Group-Practical-MLOps
Users that are interested in Reading-Group-Practical-MLOps are comparing it to the libraries listed below
Sorting:
- The Fuzzy Labs guide to the universe of open source MLOps☆474Updated 6 months ago
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆255Updated last year
- An end-to-end implementation of intent prediction with Metaflow and other cool tools☆873Updated 2 years ago
- 🐶 A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one day🤞☆719Updated 2 years ago
- 🍫 Example code for a basic ML Platform based on Pulumi, FastAPI, DVC, MLFlow and more☆444Updated 4 years ago
- Joining the modern data stack with the modern ML stack☆201Updated 2 years ago
- A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.☆233Updated last year
- A simple guide to MLOps through ZenML and its various integrations.☆188Updated last year
- Basic and advanced MLflow examples for many ML flavors☆240Updated last year
- Recommendations at "Reasonable Scale": joining dataOps with recSys through dbt, Merlin and Metaflow☆241Updated 2 years ago
- Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...☆395Updated 3 years ago
- CDF SIG MLOps☆630Updated last year
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆151Updated last year
- ☆707Updated 3 years ago
- 🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.☆184Updated last year
- Software Architecture for ML engineers☆417Updated 3 years ago
- 🏬 modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud sto…☆397Updated 10 months ago
- 📝 Design doc template & examples for machine learning systems (requirements, methodology, implementation, etc.)☆626Updated 2 years ago
- ☆37Updated 3 years ago
- Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases wit…☆49Updated 4 years ago
- 🔍 Minimal examples of machine learning tests for implementation, behaviour, and performance.☆266Updated 3 years ago
- 🎲 A curated list of MLOps projects, tools and resources☆185Updated last year
- Partly lecture and partly a hands-on tutorial and workshop, this is a three part series on how to get started with MLflow. In this three …☆241Updated 5 years ago
- Template repository for data science lifecycle project☆200Updated 5 years ago
- Tutorials on creating a reproducible and maintainable data science project☆150Updated 3 years ago
- MLOps tutorial using Python, Docker and Kubernetes.☆405Updated last year
- Engineering MLOps, published by Packt☆190Updated last month
- Template repo for kickstarting recipes for regression use case☆55Updated last year
- Get started DVC project (NLP, random forest)☆189Updated last year
- Repository with sample code and instructions for "Continuous Intelligence" and "Continuous Delivery for Machine Learning: CD4ML" workshop…☆320Updated last year