mlopscommunity / Reading-Group-Practical-MLOps
MLOpsCommunity's reading group for _Practical MLOps_ by Noah Gift and Alfredo Deza
☆49Updated 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
- Joining the modern data stack with the modern ML stack☆195Updated last year
- The Fuzzy Labs guide to the universe of open source MLOps☆461Updated 9 months ago
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆255Updated 6 months ago
- Code samples for the Effective Data Science Infrastructure book☆115Updated last year
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆145Updated last year
- 🐶 A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one day🤞☆719Updated last year
- Recommendations at "Reasonable Scale": joining dataOps with recSys through dbt, Merlin and Metaflow☆237Updated 2 years ago
- A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profil…☆75Updated 11 months ago
- A Collection of GitHub Actions That Facilitate MLOps☆208Updated 2 years ago
- 🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.☆182Updated 9 months ago
- 🎲 A curated list of MLOps projects, tools and resources☆186Updated 11 months ago
- Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases wit…☆48Updated 3 years ago
- 🍫 Example code for a basic ML Platform based on Pulumi, FastAPI, DVC, MLFlow and more☆440Updated 3 years ago
- Template repository for data science lifecycle project☆191Updated 4 years ago
- 🔍 Minimal examples of machine learning tests for implementation, behaviour, and performance.☆262Updated 2 years ago
- Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...☆390Updated 2 years ago
- Software Architecture for ML engineers☆400Updated 2 years ago
- ☆26Updated 2 years ago
- An end-to-end implementation of intent prediction with Metaflow and other cool tools☆859Updated last year
- 🏬 modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud sto…☆389Updated 3 months ago
- Feast AWS guide using Redshift / Spectrum / DynamoDB to build a credit scoring model☆63Updated 3 years ago
- A simple guide to MLOps through ZenML and its various integrations.☆186Updated last year
- Concept drift monitoring for HA model servers.☆101Updated 2 years ago
- Tutorials on creating a reproducible and maintainable data science project☆143Updated 2 years ago
- Streamline scikit-learn model comparison.☆145Updated 2 years ago
- Repository with sample code and instructions for "Continuous Intelligence" and "Continuous Delivery for Machine Learning: CD4ML" workshop…☆319Updated 8 months ago
- A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.☆232Updated last year
- Example repo to kickstart integration with mlflow pipelines.☆76Updated 2 years ago
- End to End example integrating MLFlow and Seldon Core☆51Updated 4 years ago
- Get started DVC project (NLP, random forest)☆179Updated 10 months ago