Azure Machine Learning
Studio & It’s Features
September 14, 2020 by Meenal Sarda Leave a Comment
Azure Machine Learning is a Machine Learning service that helps to build
and deploy models faster. These models are built and trained in Azure
Machine Learning Studio.
In this post, we will learn more about Azure Machine Learning Studio.
What Is Azure Machine
Learning (ML) Studio?
Azure ML Studio is a workspace where you create, build, train the machine
learning models. It is a drag and drop tool (Azure Machine Learning
Designer) where you can drag the data sets and further process the analysis
on that data. It offers both no-code and low-code options for projects.
ML Studio (classic) was the first drag and drop tool which was a
standalone service that offered visual experience but however, it does not
interoperate with Azure Machine learning. It was released in 2015. ML Studio
(classic) does not support Code SDKs, ML pipeline, Automated model training
and has a basic model for MLOPs and many other features were missing that
is a part of Azure Machine Learning Studio now.
Authoring Platforms Offered By
Azure ML Studio
Azure Machine Learning Designer(preview): It is a drag and drop tool
where we can drop datasets and modules for creating ML pipelines.
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Notebook: Azure ML Studio has Jupyter Notebook Servers which are directly
integrated into the studio where you can write your own code.
Also Check : Microsoft Certified Azure AI Fundamentals
Automated Machine Learning UI (preview): It is an easy to use interface
used for training and tuning the model.
AWS Solutions Architect