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The sample that serves as a template for doing MLOps with open source projects like Kubeflow and MLFlow and tools on K8s platform
LearnAI Boot Camp Training Materials
This repository contains training material for CustomAI Course for the AI Airlift
Learning Materials for Buidling Solutions with the Cortana Intelligence Suite
This is a public repository that contains training materials on Doing Machine Learning with Azure ML
HDInsight Spark Training
Learning Paths for the AI and R Team Technologies from Microsoft
all pipelines
Azure Logic Apps labs, samples, and tools
Deploying machine learning models to Azure
Machine Learning Patient Risk Analyzer Solution Accelerator is an end-to-end (E2E) healthcare app that leverages ML prediction models (e.g., Diabetes Mellitus (DM) patient 30-day re-admission, breast cancer risk, etc.) to demonstrate how these models can provide key insights for both physicians and patients. Patients can easily access their appointment and care history with infused cognitive services through a conversational interface. In addition to providing new insights for both doctors and patients, the app also provides the Data Scientist/IT Specialist with one-click experiences for registering and deploying a new or existing model to Azure Kubernetes Clusters, and best practices for maintaining these models through Azure MLOps.
machine learning and deep learning tutorials, articles and other resources
Use the example notebooks in this repo to explore the Azure Machine Learning service.
MachineLearningSamples-ChurnPrediction
MachineLearningSamples-SentimentAnalysis
Mastering Microsoft Power BI, published By Packt
MCW Big data and visualization
Official Microsoft Cloud Workshop for CosmosDB
MCW Migrate EDW to Azure SQL Data Warehouse
MCW MLOps
MCW Modernizing Data Analytics with SQL Server 2019
Microsoft Power BI Cookbook, published by Packt
Open source platform for the machine learning lifecycle
The overall purpose of this document is to showcase an example of Azure Machine Learning on IoT Edge Devices using Microsoft Embedded Learning Library (ELL)
MLOps examples
MLOps practices using Azure ML service with Python SDK and Databricks for model training
MLOps using Azure ML Services and Azure DevOps
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.