Template repository to build PyTorch projects from source on any version of PyTorch/CUDA/cuDNN.

Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.

Google Cloud Platform Vertex AI end-to-end workflows for machine learning operations

GenAIOps with Prompt Flow is a "GenAIOps template and guidance" to help you build LLM-infused apps using Prompt Flow. It offers a range of features including Centralized Code Hosting, Lifecycle Management, Variant and Hyperparameter Experimentation, A/B Deployment, reporting for all runs and experiments and so on.

Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.

Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.

A project to kickstart your ML development

🍪 Cookiecutter template for MLOps Project. Based on: https://mlops-guide.github.io/

An end-to-end MLOps pipeline(CI/CD/CT/CM) project for training, versioning, deploying, and monitoring machine learning models using FastAPI, Kubernetes, MLflow, DVC, Prometheus, and Grafana.

Here are some common use cases and experiments based on tutorials found at Machine Learning Mastery for the libmlops library.

MLOps talks - joint effort with Amsterdam MLOps.community

Here's a common and flexible directory structure that you can use as a starting point for any MLOPS project.

My learning about MLOps

Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.

Car Price Prediction using ML Ops is a project that leverages machine learning to predict used car prices, focusing on automating the entire ML workflow with ML Ops principles for efficient data processing, model training, and deployment.

Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.

Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.