nogibjj / mlops-template
mlops template
☆225Updated last year
Related projects ⓘ
Alternatives and complementary repositories for mlops-template
- Example application of using Pytorch with fastapi and AWS App Runner☆27Updated last year
- Learn how to create, develop, and maintain a state-of-the-art MLOps code base☆290Updated 3 months ago
- This is an example of a Containerized Flask Application that can deploy to many target environments including: AWS, GCP and Azure.☆395Updated 5 months ago
- Develop and deploy a real-time feature pipeline in Python, using Bytewax 🐝 and Hopsworks Feature Store.☆124Updated last year
- Start building and deploying Python packages and Docker images for MLOps tasks.☆332Updated 3 months ago
- Example notebook to work with ONNX using Hugging Face libraries☆25Updated last year
- MLOps maturity assessment☆57Updated last year
- Azure MLOps☆115Updated 8 months ago
- Tutorials on creating a reproducible and maintainable data science project☆137Updated 2 years ago
- Demo for CI/CD in a machine learning project☆93Updated last year
- Repository with code examples of mlflow☆63Updated last week
- Free Open-source ML observability course for data scientists and ML engineers. Learn how to monitor and debug your ML models in productio…☆69Updated 10 months ago
- Engineering MLOps, published by Packt☆176Updated last year
- Practical Deep Learning at Scale with MLFlow, published by Packt☆157Updated 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 …☆234Updated 4 years ago
- Sample MLFlow projects☆21Updated 2 years ago
- This is a sample repo☆30Updated 7 months ago
- LLM-powered RAG Question Answering Slack bot for DataTalksClub Zoomcamps☆51Updated 3 weeks ago
- Find data quality issues and clean your data in a single line of code with a Scikit-Learn compatible Transformer.☆126Updated 10 months ago
- Real-time Feature Pipelines in Python ⚡☆236Updated 7 months ago
- Notes for Machine Learning Engineering for Production (MLOps) Specialization course by DeepLearning.AI & Andrew Ng☆349Updated last year
- Syllabus for Artificial Intelligence for Product Innovation Master of Engineering: https://ai.meng.duke.edu/degree☆33Updated last year
- Practical guide to build end-to-end machine learning pipeline and deploy your model in production,☆58Updated last year
- An example MLFlow project☆48Updated 2 years ago
- Kickstart your MLOps initiative with a flexible, robust, and productive Python package.☆653Updated 3 months ago
- Machine Learning for Imbalanced Data, published by Packt☆261Updated 5 months ago
- Official code repo for the O'Reilly Book - Machine Learning for High-Risk Applications☆96Updated last year
- Project bike sharing predictor☆54Updated last month
- Deploy Flask Machine Learning Application on Azure App Services☆101Updated last year
- Machine Learning Engineering with MLflow, published by Packt☆114Updated 4 months ago