What are the pros and cons of Amazon SageMaker vs Microsoft Azure Machine Learning Studio?
Hi community,
I'm the owner of a consultancy company and I'd like to hear you opinion on the pros and cons of Amazon SageMaker vs Microsoft Azure Machine Learning Studio.
Amazon SageMaker and Microsoft Azure Machine Learning Studio are cloud-based platforms for building, training, and deploying Machine Learning models. However, there are some differences between the two platforms, as mentioned below:
Amazon SageMaker
Pros:
Has a wide range of features
Scalable
Provides community support
Cons:
Reportedly complex to use
May be costly
Requires some knowledge of Machine Learning
Microsoft Azure Machine Learning Studio
Pros:
Easy to use
Has a Drag-and-drop interface
Comes with various pre-built templates and modules
May be more affordable than Amazon SageMaker
Cons:
They say it has less flexibility compared to Amazon SageMaker.
May not be as scalable as Amazon SageMaker
Community support may not be as extensive
The best platform for you will depend on your specific requirements and/or needs.
Suppose you are a data scientist with extensive experience in Machine Learning. In that case, it may be best to consider Amazon SageMaker. Still, if you are a beginner or intermediate at Machine Learning, Microsoft Azure Machine Learning Studio may be more suitable for you.
Find out in this report how the two Data Science Platforms solutions compare in terms of features, pricing, service and support, easy of deployment, and ROI.
Amazon SageMaker and Microsoft Azure Machine Learning Studio are cloud-based platforms for building, training, and deploying Machine Learning models. However, there are some differences between the two platforms, as mentioned below:
Amazon SageMaker
Pros:
Cons:
Microsoft Azure Machine Learning Studio
Pros:
Cons:
The best platform for you will depend on your specific requirements and/or needs.
Suppose you are a data scientist with extensive experience in Machine Learning. In that case, it may be best to consider Amazon SageMaker. Still, if you are a beginner or intermediate at Machine Learning, Microsoft Azure Machine Learning Studio may be more suitable for you.