Microsoft Azure Machine Learning
(ไมโครซอฟท์ Azure Machine Learning)
Definition
Microsoft Azure Machine Learning (ไมโครซอฟท์ Azure Machine Learning) Tool
Microsoft Azure Machine Learning is a cloud-based service that enables the development, training, and deployment of machine learning models efficiently using Microsoft’s Azure platform.
Expertise Level
Level 1
Basic
1. Understand the basic concepts of Azure Machine Learning and cloud computing.
2. Able to navigate the Azure Machine Learning Studio interface.
3. Can create and run simple experiments using pre-built modules.
Level 2
Intermediate
1. Can build, train, and evaluate machine learning models using Azure tools.
2. Able to preprocess data and select appropriate algorithms.
3. Understand deployment options for models as web services on Azure.
Level 3
Advanced
1. Design scalable and automated machine learning pipelines using Azure ML SDK.
2. Optimize model performance with hyperparameter tuning and custom algorithms.
3. Implement advanced deployment strategies including MLOps and integration with other Azure services.
