Compare Amazon SageMaker vs. MathWorks Matlab

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Amazon SageMaker Logo
11,876 views|10,125 comparisons
MathWorks Matlab Logo
2,738 views|2,254 comparisons
Most Helpful Review
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Quotes From Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Pros
"The few projects we have done have been promising.""They are doing a good job of evolving.""The most valuable feature of Amazon SageMaker is that you don't have to do any programming in order to perform some of your use cases.""Allows you to create API endpoints.""The deployment is very good, where you only need to press a few buttons."

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"Personally for me, because I do a lot of development, I like that it is easy to test mathematical algorithms with several matrix calculations. It's perfect for that."

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Cons
"I would say the IDE is quite immature, but it is still in its infancy, so I expect it to get better over time.""I would suggest that Amazon SageMaker provide free slots to allow customers to practice, such as a free slot to try out working with a Sandbox.""AI is a new area and AWS needs to have an internship training program available.""Lacking in some machine learning pipelines.""Scalability to handle big data can be improved by making integration with networks such as Hadoop and Apache Spark easier."

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"To make use of the GPU, you have to have an Nvidia card. What I would want it to do is to run in Next Generation with Intel or AMD, and not just with Nvidia."

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Pricing and Cost Advice
"The pricing is complicated as it is based on what kind of machines you are using, the type of storage, and the kind of computation.""The support costs are 10% of the Amazon fees and it comes by default."

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"We have a single user license. Support and add-ons are an extra fee."

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Questions from the Community
Top Answer: Allows you to create API endpoints.
Top Answer: The pricing for the Notebook endpoints is a bit high, but generally reasonable.
Top Answer: The product has come a long way and they've added a lot of things, but in terms of improvement I would like to probably have features such as MLflow embedded into it. Additional features I would like… more »
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Ranking
12th
Views
11,876
Comparisons
10,125
Reviews
4
Average Words per Review
510
Rating
7.5
15th
Views
2,738
Comparisons
2,254
Reviews
1
Average Words per Review
655
Rating
8.0
Popular Comparisons
Also Known As
AWS SageMaker, SageMaker
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Overview

Amazon SageMaker is a fully-managed platform that enables developers and data scientists to quickly and easily build, train, and deploy machine learning models at any scale. Amazon SageMaker removes all the barriers that typically slow down developers who want to use machine learning.

Offer
Learn more about Amazon SageMaker
Learn more about MathWorks Matlab
Sample Customers
DigitalGlobe, Thomson Reuters Center for AI and Cognitive Computing, Hotels.com, GE Healthcare, Tinder, Intuit
Information Not Available
Top Industries
VISITORS READING REVIEWS
Computer Software Company27%
Media Company17%
Comms Service Provider12%
Financial Services Firm6%
VISITORS READING REVIEWS
Comms Service Provider22%
Computer Software Company20%
Educational Organization12%
Energy/Utilities Company6%
Company Size
REVIEWERS
Midsize Enterprise57%
Large Enterprise43%
No Data Available
Find out what your peers are saying about Alteryx, Databricks, Knime and others in Data Science Platforms. Updated: March 2021.
473,605 professionals have used our research since 2012.

Amazon SageMaker is ranked 12th in Data Science Platforms with 5 reviews while MathWorks Matlab is ranked 15th in Data Science Platforms with 1 review. Amazon SageMaker is rated 7.6, while MathWorks Matlab is rated 8.0. The top reviewer of Amazon SageMaker writes "A solution with great computational storage, has many pre-built models, is stable, and has good support". On the other hand, the top reviewer of MathWorks Matlab writes "Test run my algorithms with ease before I develop the full software application". Amazon SageMaker is most compared with Databricks, Microsoft Azure Machine Learning Studio, Dataiku Data Science Studio, H2O.ai and IBM SPSS Modeler, whereas MathWorks Matlab is most compared with IBM SPSS Statistics, Microsoft Azure Machine Learning Studio, Anaconda, Databricks and IBM SPSS Modeler.

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