niall-turbitt / e2e-mlops-azureLinks
Demo repository implementing an end-to-end MLOps workflow on Databricks, using Azure DevOps for CICD orchestration. Project derived from dbx basic python template
☆30Updated 2 years ago
Alternatives and similar repositories for e2e-mlops-azure
Users that are interested in e2e-mlops-azure are comparing it to the libraries listed below
Sorting:
- [DEPRECATED] Demo repository implementing an end-to-end MLOps workflow on Databricks. Project derived from dbx basic python template☆113Updated 2 years ago
- Financial Risk Assessment System☆20Updated 6 months ago
- Azure Databricks MLOps sample for Python based source code using MLflow without using MLflow Project.☆89Updated 3 months ago
- Create a fully automated, end-to-end IRIS Training and Deployment using Azure MLOps☆63Updated 3 years ago
- Slides for "Feature engineering for time series forecasting" talk☆60Updated 2 years ago
- Machine Learning Engineering with MLflow, published by Packt☆115Updated 11 months ago
- Free Open-source ML observability course for data scientists and ML engineers. Learn how to monitor and debug your ML models in productio…☆89Updated last year
- Example code and notebooks related to mlflow, llmops, etc.☆43Updated 11 months ago
- Develop and deploy a real-time feature pipeline in Python, using Bytewax 🐝 and Hopsworks Feature Store.☆135Updated last year
- MLOps using Azure Databricks, Azure DevOps and Azure ML Services☆56Updated 4 years ago
- Fetch, transform and plot real-time OHLC data from Coinbase using Bytewax, Bokeh and Streamlit☆129Updated last year
- Example project with a CNN to train a Pokémon type classifier, adapted for DTC workshop☆35Updated last year
- ☆15Updated 2 years ago
- E2E MLOps with Databricks☆14Updated 6 months ago
- Syllabus for Artificial Intelligence for Product Innovation Master of Engineering: https://ai.meng.duke.edu/degree☆32Updated 2 years ago
- ☆20Updated last year
- Managing Data and Model Drift with Azure Machine Learning☆45Updated 2 years ago
- Predict if a reservation will be canceled using robust Machine Learning pipelines with Airflow and Mlflow☆63Updated last year
- ☆16Updated last year
- ML Ops Accelerator: Databricks & Azure Machine Learning Unification☆77Updated 10 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
- Example repo to kickstart integration with mlflow recipes.☆44Updated 4 months ago
- An End-to-End Implementation of AutoML with H2O, MLflow, FastAPI, and Streamlit for Insurance Cross-Sell☆77Updated 3 years ago
- ☆38Updated 2 years ago
- Official code repo for the O'Reilly Book - Machine Learning for High-Risk Applications☆103Updated 2 years ago
- An end-to-end project on customer segmentation☆81Updated 2 years ago
- Deploying Models to Production with Mlflow and AWS Sagemaker☆22Updated 3 years ago
- Incremental ML learning in the real-world☆67Updated 3 months ago
- Essential PySpark for Scalable Data Analytics, published by Packt☆45Updated 2 years ago
- Azure MLOps☆148Updated last year