niall-turbitt / e2e-mlopsLinks
[DEPRECATED] Demo repository implementing an end-to-end MLOps workflow on Databricks. Project derived from dbx basic python template
☆114Updated 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
Sorting:
- Example repo to kickstart integration with mlflow pipelines.☆77Updated 2 years ago
- Examples surrounding Databricks.☆60Updated last year
- ☆40Updated 3 years ago
- Demo of using the Nutter for testing of Databricks notebooks in the CI/CD pipeline☆153Updated 11 months ago
- 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 …☆240Updated 4 years ago
- Collection of Machine Learning Examples for Azure Databricks☆41Updated 4 years ago
- Capturing model drift and handling its response - Example webinar☆108Updated 6 years ago
- Accompanying solution accelerator notebook for the Databricks blog on transformer models☆15Updated 2 years ago
- The resources of the preparation course for Databricks Data Engineer Professional certification exam☆127Updated last month
- Azure Databricks MLOps sample for Python based source code using MLflow without using MLflow Project.☆90Updated 4 months ago
- Guide for databricks spark certification☆58Updated 4 years ago
- Introduction to performing Machine Learning on Snowflake☆125Updated 11 months ago
- ☆89Updated 4 months ago
- MLOps using Azure Databricks, Azure DevOps and Azure ML Services☆56Updated 4 years ago
- This repository provides various demos/examples of using Snowpark for Python.☆281Updated last year
- O'Reilly Book: [Data Algorithms with Spark] by Mahmoud Parsian☆219Updated 2 years ago
- Companion repository for the book 'Delta Lake Up and Running'☆47Updated 3 months ago
- ☆86Updated 2 years ago
- Example project for the course "Testing & Monitoring Machine Learning Model Deployments"☆136Updated last year
- E2E MLOps with Databricks☆14Updated 8 months ago
- Repository of sample Databricks notebooks☆265Updated last year
- A series of Jupyter notebooks that walk you through Machine Learning with Apache Spark ecosystem using Spark MLlib, PyTorch and TensorFlo…☆82Updated last year
- Demonstration of using Files in Repos with Databricks Delta Live Tables☆33Updated last year
- Basic and advanced MLflow examples for many ML flavors☆230Updated last year
- A tutorial for the Great Expectations library.☆71Updated 4 years ago
- Demo repository implementing an end-to-end MLOps workflow on Databricks, using Azure DevOps for CICD orchestration. Project derived from …☆31Updated 2 years ago
- Delta Lake helper methods in PySpark☆325Updated 10 months ago
- 🧱 A collection of supplementary utilities and helper notebooks to perform admin tasks on Databricks☆56Updated last month
- This is a showcase repository for the multi-genie agent solution☆15Updated last week
- Example of project using Databricks Asset Bundle☆39Updated 11 months ago