What users are saying about
8 Ratings
21 Ratings
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Score 8.1 out of 100
8 Ratings
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Score 7.9 out of 100

Likelihood to Recommend

Amazon SageMaker

Amazon SageMaker is a great tool for developing machine learning models that take more effort than just point-and-click type of analyses. The software works well with the other tools in the Amazon ecosystem, so if you use Amazon Web Services or are thinking about it, SageMaker would be a great addition. SageMaker is great for consumer insights, predictive analytics, and looking for gems of insight in the massive amounts of data we create. SageMaker is less suitable for analysts who do generally "small" data analyses, and "small" data analyses in today's world can be billions of records.
Thomas Young | TrustRadius Reviewer

Denodo

Donodo is very well suited for large organizations with siloed datasets. Denodo thrives in these environments, since large organizations can afford the licensing costs, and are always tasked to mash up data from multiple environments throughout the organization.
Anonymous | TrustRadius Reviewer

Pros

Amazon SageMaker

  • Provides enough freedom for experienced data scientists and also for those who just need things done without going much deeper into building models.
  • Customization and easy to alter and change.
  • If you already are an Amazon user, you do not need to transition over to another software.
Anonymous | TrustRadius Reviewer

Denodo

  • Flat learning curve.
  • Does not need brilliant developers.
  • Less need for custom denodo wrappers, even if needed is not very complex.
  • Denodo stored procedures and functions helped address complex, not straightforward requirements.
  • Export/import deployment between environments was very helpful.
Karthick Subharaj Rajarathinam | TrustRadius Reviewer

Cons

Amazon SageMaker

  • It's very good for the hardcore programmer, but a little bit complex for a data scientist or new hire who does not have a strong programming background.
  • Most of the popular library and ML frameworks are there, but we still have to depend on them for new releases.
Anonymous | TrustRadius Reviewer

Denodo

  • Lack of Documentation and user community: Denodo continues to have a small community of super users, therefore there is not a lot of documentation out there in the event you get stuck.
  • Cost: Data virtualization isn't cheap, so smaller organizations might shy away from this technology due to the high licensing costs.
  • Caching strategy: Some slower datasets will require caching... which argues, why not just do traditional ETL if you need to do this?
Anonymous | TrustRadius Reviewer

Usability

Amazon SageMaker

No score
No answers yet
No answers on this topic

Denodo

Denodo 8.0
Based on 1 answer
Denodo is very easy to use. It has a user-friendly drag and drop interface. I'm not a fan of the java platform it resides on.
Anonymous | TrustRadius Reviewer

Performance

Amazon SageMaker

No score
No answers yet
No answers on this topic

Denodo

Denodo 8.0
Based on 2 answers
Denodo is a tool to rapidly mash data sources together and create meaningful datasets. It does have its downfalls though. When you create larger, more complex datasets, you will most likely need to cache your datasets, regardless of how proper your joins are set up. Since DV takes data from multiple environments, you are taxing the corporate network, so you need to be conscious of how much data you are sending through the network and truly understand how and when to join datasets due to this.
Anonymous | TrustRadius Reviewer

Alternatives Considered

Amazon SageMaker

Amazon SageMaker took the heavy lifting out of building and creating models. It allowed for our organization to use our current system for integration and essentially added on a feature to help all levels of Data scientists and IT professionals in our department and company as a whole. The training was simple as well.
Anonymous | TrustRadius Reviewer

Denodo

I did not use any other data virtualization platform. BizTalk is not the right comparison; it is an integration layer and for orchestration; do not use denodo as an orchestration layer, it is not for connecting upstreams to downstreams and orchestrate data flows, it is primarily for pulling information and presenting in a fashion that benefit the audience
Karthick Subharaj Rajarathinam | TrustRadius Reviewer

Return on Investment

Amazon SageMaker

  • We have been able to deliver data products more rapidly because we spend less time building data pipelines and model servers.
  • We can prototype more rapidly because it is easy to configure notebooks to access AWS resources.
  • For our use-cases, serving models is less expensive with SageMaker than bespoke servers.
Gavin Hackeling | TrustRadius Reviewer

Denodo

  • Improved time-to-market. We addressed new requirements in less than 2 person days.
  • Very agile. Easy to handle changing requirements. Like a new requirement, a change in requirement was not expensive either.
  • Platform issues were difficult to diagnose and debug.
Karthick Subharaj Rajarathinam | TrustRadius Reviewer

Pricing Details

Amazon SageMaker

General

Free Trial
Free/Freemium Version
Premium Consulting/Integration Services
Entry-level set up fee?
No

Denodo

General

Free Trial
Free/Freemium Version
Premium Consulting/Integration Services
Entry-level set up fee?
No

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