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2021 iThome 鐵人賽

DAY 10
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AI & Data

Azure AI Journey系列 第 10

Day 10 Section Summary

To use Azure Machine Learning

  • Create an Azure Machine Learning workspace
  • Create compute resources

Regression - Predict numeric label based on item's features
Classification - Predict category or class
Clustering - Group similar items into clusters(based on features)

Explore data

  • Create a dataset (data for model training and other operations)

Train a machine learning model

  • Multiple pre-processing techniques
  • Model-training algorithms

Deploy a model as a service

  • Azure Container Instances (ACI)
  • Azure Kubernetes Service (AKS) cluster - recommended for production scenarios

Test the deployed service


上一篇
Day 09 Create a Clustering Model with Azure Machine Learning designer
下一篇
Day 11 Analyze images with the Computer Vision service
系列文
Azure AI Journey14

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