Barteus / kubeflow-examplesLinks
Group of example notebooks and scripts used for kubeflow demos and component validations
☆24Updated 2 years ago
Alternatives and similar repositories for kubeflow-examples
Users that are interested in kubeflow-examples are comparing it to the libraries listed below
Sorting:
- Feast AWS guide using Redshift / Spectrum / DynamoDB to build a credit scoring model☆63Updated 3 years ago
- This repository aims to develop a step-by-step tutorial on how to build a Kubeflow Pipeline from scratch in your local machine.☆41Updated last year
- Sample MLOps Workflow: Recognizing Digits with Kubeflow☆184Updated last year
- MLOps maturity assessment☆61Updated 2 years ago
- Using a feature store to connect the DataOps and MLOps workflows to enable collaborative teams to develop efficiently.☆56Updated 2 years ago
- An end-to-end example of MLOps on Google Cloud using TensorFlow, TFX, and Vertex AI☆386Updated last year
- Curriculum and roadmap from 0 to Mastery for MLOps. Adding value to your machine learning model by deploying it for people to use it to s…☆183Updated 3 years ago
- Practical Deep Learning at Scale with MLFlow, published by Packt☆160Updated last year
- Free Open-source ML observability course for data scientists and ML engineers. Learn how to monitor and debug your ML models in productio…☆85Updated last year
- Machine Learning Engineering with MLflow, published by Packt☆115Updated 11 months ago
- Deploying Models to Production with Mlflow and AWS Sagemaker☆22Updated 3 years ago
- Project demonstrating dual model deployment scenarios using Vertex AI (GCP).☆34Updated 3 years ago
- Demo Computer Vision Project☆62Updated 2 years ago
- Best practices for engineering ML pipelines.☆35Updated 2 years ago
- ☆14Updated 2 years ago
- Demo for CI/CD in a machine learning project☆106Updated last year
- This project shows how to serve an ONNX-optimized image classification model as a web service with FastAPI, Docker, and Kubernetes.☆216Updated 2 years ago
- Code labs for Vertex AI☆46Updated 3 years ago
- Reference architecture for machine learning operations☆37Updated 4 years ago
- Demo for Using GitHub Actions in MLOps☆40Updated 2 years ago
- Use the "develop" branch☆31Updated 6 months ago
- MLOps Lab Example using PyTorch to predict Yelp Reviews☆21Updated 4 years ago
- A MLOps platform using prefect, mlflow, FastAPI, Prometheus/Grafana und streamlit☆82Updated 2 years ago
- Develop and deploy a real-time feature pipeline in Python, using Bytewax 🐝 and Hopsworks Feature Store.☆135Updated last year
- MLOps stack example using Airflow, MLflow and other popular tools.☆44Updated 2 years ago
- MLOps pipeline for NVIDIA Merlin on GKE☆41Updated 3 years ago
- This repository contains sample code, which is used for a MLOps Workshop☆26Updated last year
- ☆15Updated 3 years ago
- Learn how to monitor ML systems to identify and mitigate sources of drift before model performance decay.☆86Updated 2 years ago
- ☆31Updated 2 years ago