feast-dev / feast-aws-credit-scoring-tutorialLinks
Feast AWS guide using Redshift / Spectrum / DynamoDB to build a credit scoring model
☆67Updated 3 years ago
Alternatives and similar repositories for feast-aws-credit-scoring-tutorial
Users that are interested in feast-aws-credit-scoring-tutorial are comparing it to the libraries listed below
Sorting:
- End to End example integrating MLFlow and Seldon Core☆52Updated 4 years ago
- A workshop with several modules to help learn Feast, an open-source feature store☆92Updated 3 months ago
- A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.☆233Updated last year
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆255Updated 11 months ago
- Code samples for the Effective Data Science Infrastructure book☆115Updated 2 years ago
- End to end MLRun demos☆93Updated last month
- A tool to deploy a mostly serverless MLflow tracking server on a GCP project with one command☆71Updated 4 months ago
- Joining the modern data stack with the modern ML stack☆199Updated 2 years ago
- 🍫 Example code for a basic ML Platform based on Pulumi, FastAPI, DVC, MLFlow and more☆442Updated 3 years ago
- Ingesting data with Pulumi, AWS lambdas and Snowflake in a scalable, fully replayable manner☆71Updated 3 years ago
- A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profil…☆87Updated last year
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆40Updated 8 months ago
- Example repo to kickstart integration with mlflow pipelines.☆77Updated 2 years ago
- A repository that showcases how you can use ZenML with Git☆70Updated last month
- Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...☆393Updated 2 years ago
- Capturing model drift and handling its response - Example webinar☆108Updated 6 years ago
- Recommendations at "Reasonable Scale": joining dataOps with recSys through dbt, Merlin and Metaflow☆240Updated 2 years ago
- 🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.☆183Updated last year
- Scaling Python Machine Learning☆50Updated 2 years ago
- Repo that relates to the Medium blog 'Keeping your ML model in shape with Kafka, Airflow' and MLFlow'☆121Updated 2 years ago
- A series of Jupyter notebooks that walk you through Machine Learning with Apache Spark ecosystem using Spark MLlib, PyTorch and TensorFlo…☆83Updated last year
- Anovos - An Open Source Library for Scalable feature engineering Using Apache-Spark☆74Updated 2 years ago
- A series of workshop modules introducing Feast feature store.☆19Updated 3 years ago
- Kedro Plugin to support running workflows on Kubeflow Pipelines☆55Updated 3 months ago
- A Python package for sending model inference data, data metrics, and model metrics☆34Updated last year
- A MLOps platform using prefect, mlflow, FastAPI, Prometheus/Grafana und streamlit☆92Updated 3 years ago
- Reference code base for ML Engineering, Manning Publications☆131Updated 4 years ago
- Concept drift monitoring for HA model servers.☆102Updated 2 years ago
- Using a feature store to connect the DataOps and MLOps workflows to enable collaborative teams to develop efficiently.☆57Updated 3 years 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