What users are saying about

Amazon SageMaker

6 Ratings
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Score 7.4 out of 101

IBM SPSS Modeler

27 Ratings
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Score 7.7 out of 101

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Likelihood to Recommend

Amazon SageMaker

It allows for one-click processes and for things to be auto checked before they are moved through the process but through the system. It also makes training easy. I am able to train users on the basic fundamentals of the tool and how it is used very easily as it is fully managed on its own which is incredible.
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IBM SPSS Modeler

Modeler is well suited for Retail, Credit Scoring, Telcos, Government. And less suited when it comes to transactional environments.
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Pros

  • 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.
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  • GUI is really well accomplished and friendly, almost everyone with little investment in training can take advantage of the tool.
  • Escalability, you can grow your investment in licensing according to your actual needs, from an annual authorized user, to perpetual concurrent and Big Data and Machine Learning capabilities.
  • Open Sorce Ready: take leverage of all your developments made in R or Python and deployment all over the organization even with the user who isn´t used to code.
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Cons

  • I think that although the algorithms are there and you are using one click, there could be more detailed descriptions located in places so that other users are able to easily find the right formula and tools.
  • Mobile friendly options would be a huge plus, even tracking what employees are using this tool for in regards to reporting.
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  • Some Analyses aren't there out of the box but can be added through open languages like R and Python.
  • Graphs could be better.
  • Unable to read data stored in OLAP databases
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Likelihood to Renew

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IBM SPSS Modeler10.0
Based on 1 answer
because it is an excellent software
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Usability

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IBM SPSS Modeler10.0
Based on 1 answer
Easy to use
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Support

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IBM SPSS Modeler9.0
Based on 1 answer
It's been a great deal
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Implementation

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IBM SPSS Modeler8.0
Based on 1 answer
Everything seems to went on according to plan
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Alternatives Considered

We have not invested in another machine learning software at this time and so far this has proved very successful with our machine learning teams. As mentioned, I am training these individuals simply on the fundamentals of the software and using it/customizing it for their needs. It has been very easy to do this and has gotten great reviews across the organization so far.
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When it comes to investigation and descriptive we have found SPSS Statistics to be the tool of choice, but when it comes to projects with large and several datasets SPSS Modeler has been picked from our customers.
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Return on Investment

  • 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.
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  • Being able to start analytics oriented management and decision taking in organizations.
  • Reduce times related to implementation and training in projects.
  • A single platform can be used for all analytical process
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Pricing Details

Amazon SageMaker

General
Free Trial
Free/Freemium Version
Premium Consulting/Integration Services
Entry-level set up fee?
No
Amazon SageMaker Editions & Modules
Amazon SageMaker
Additional Pricing Details

IBM SPSS Modeler

General
Free Trial
Yes
Free/Freemium Version
Premium Consulting/Integration Services
Yes
Entry-level set up fee?
Optional
IBM SPSS Modeler Editions & Modules
IBM SPSS Modeler
Edition
IBM SPSS Modeler Personal
$4,6701
IBM SPSS Modeler Professional
$7,0001
IBM SPSS Modeler Premium
$11,6001
IBM SPSS Modeler Gold
contact IBM1
1. per year
Additional Pricing Details
IBM SPSS Modeler Personal enables users to design and build predictive models right from the desktop. IBM SPSS Modeler Professional extends SPSS Modeler Personal with enterprise-scale in-database mining, SQL pushback, collaboration and deployment, champion/challenger, A/B testing, and more. IBM SPSS Modeler Premium extends SPSS Modeler Professional by including unstructured data analysis with integrated, natural language text and entity and social network analytics. IBM SPSS Modeler Gold extends SPSS Modeler Premium with the ability to build and deploy predictive models directly into the business process to aid in decision making. This is achieved with Decision Management which combines predictive analytics with rules, scoring, and optimization to deliver recommended actions at the point of impact.