niall-turbitt / e2e-mlops
[DEPRECATED] Demo repository implementing an end-to-end MLOps workflow on Databricks. Project derived from dbx basic python template
☆110Updated 2 years ago
Alternatives and similar repositories for e2e-mlops:
Users that are interested in e2e-mlops are comparing it to the libraries listed below
- Example repo to kickstart integration with mlflow pipelines.☆74Updated 2 years ago
- Demo of using the Nutter for testing of Databricks notebooks in the CI/CD pipeline☆150Updated 6 months ago
- E2E MLOps with Databricks☆14Updated 2 months ago
- ☆39Updated 2 years ago
- Azure Databricks MLOps sample for Python based source code using MLflow without using MLflow Project.☆83Updated 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 …☆236Updated 4 years ago
- A Databricks framework for quick Agent solutions☆20Updated 10 months ago
- Delta Lake helper methods in PySpark☆315Updated 5 months ago
- Collection of Machine Learning Examples for Azure Databricks☆40Updated 4 years ago
- ☆27Updated 2 years ago
- The resources of the preparation course for Databricks Data Engineer Professional certification exam☆102Updated 2 months ago
- Demo repository implementing an end-to-end MLOps workflow on Databricks, using Azure DevOps for CICD orchestration. Project derived from …☆28Updated 2 years ago
- Capturing model drift and handling its response - Example webinar☆107Updated 5 years ago
- Demo of Streamlit application with Databricks SQL Endpoint☆36Updated 2 years ago
- Example project for the course "Testing & Monitoring Machine Learning Model Deployments"☆133Updated last year
- Databricks CI/CD using Azure DevOps☆20Updated 2 years ago
- A Python Library to support running data quality rules while the spark job is running⚡☆171Updated 3 weeks ago
- Basic and advanced MLflow examples for many ML flavors☆218Updated 6 months ago
- An example MLFlow project☆48Updated last month
- A series of Jupyter notebooks that walk you through Machine Learning with Apache Spark ecosystem using Spark MLlib, PyTorch and TensorFlo…☆81Updated last year
- devops-for-databricks☆60Updated 7 months ago
- ☆84Updated last year
- Demonstration of using Files in Repos with Databricks Delta Live Tables☆30Updated 7 months ago
- 🧱 A collection of supplementary utilities and helper notebooks to perform admin tasks on Databricks☆54Updated 2 months ago
- Example of project using Databricks Asset Bundle☆24Updated 6 months ago
- ☆10Updated 2 years ago
- Databricks Implementation of the TPC-DI Specification using Traditional Notebooks and/or Delta Live Tables☆80Updated 2 months ago
- Repository of sample Databricks notebooks☆254Updated 10 months ago
- Examples surrounding Databricks.☆57Updated 7 months ago
- The Lakehouse Engine is a configuration driven Spark framework, written in Python, serving as a scalable and distributed engine for sever…☆234Updated last week