mlops-workshop

There are 4 repositories under mlops-workshop topic.

aws-samples / amazon-sagemaker-mlops-workshop
MLOps workshop with Amazon SageMaker
amazon-sagemaker machine-learning mlops-workshop model-monitoring sagemaker sagemaker-deployment sagemaker-pipelines sagemaker-processing sagemaker-studio tensorflow2
Language:Jupyter Notebook 88
microsoft / responsible-ai-workshop
Responsible AI Workshop: a series of tutorials & walkthroughs to illustrate how put responsible AI into practice
error-analysis explainability explainable-ai explainable-ml fairness fairness-ai fairness-ml jupyter-notebook machine-learning ml mlops-workshop principles responsible-ai widgets
Language:Jupyter Notebook 32
andreizolotarev / MLOps
This repository contains examples of using various libraries/tools for MLOps.
mlops mlops-workshop mle machine-learning machinelearningengineering machine-learning-engineering data-science docker mlflow dvc redisai luigi airflow flask
Language:Python 5
fuseml / examples
A collection of machine learning projects serving as sample applications that can be deployed with FuseML.
mlops mlops-community mlops-workshop machine-learning machinelearning artificial-intelligence examples mlflow mlflow-projects pipelines-as-code pipelines
Language:Python 4
hongkunyoo / mlops-workshop
MLOps 워크샵
workshop mlops mlops-workshop
4
una-honest-data-and-ai-consulting / ML-Online-Near-real-time-Serving
[WIP] Advanced workshop covering ML Online serving near real-time on Azure
mlops mlops-workshop azure-machine-learning azure-functions azure
2
una-honest-data-and-ai-consulting / ML-Batch-Serving
[WIP] Advanced workshop covering ML Batch serving on Azure
mlops mlops-workshop batch-inference azure azure-machine-learning pipelines
1
una-honest-data-and-ai-consulting / ML-Real-time-serving-with-Embedded-Model
[WIP] Advanced workshop covering ML Real-time serving with Embedded model
mlops mlops-workshop machine-learning embedded streaming
1