• Home
  • Cloudera Data Science Workbench vs. SAP Predictive Analytics

Cloudera Data Science Workbench vs SAP Predictive Analytics comparison

Cancel
You must select at least 2 products to compare!
Comparison Buyer's Guide
Download the complete report
Buyer's Guide
Data Science Platforms
April 2024
Executive Summary

We performed a comparison between Cloudera Data Science Workbench and SAP Predictive Analytics based on real PeerSpot user reviews.

Find out what your peers are saying about Databricks, Microsoft, Alteryx and others in Data Science Platforms.
To learn more, read our detailed Data Science Platforms Report (Updated: April 2024).
Download the complete report
768,740 professionals have used our research since 2012.
Featured Review
Ismail Peer
Useful for data science modeling but improvement is needed in MLOps and pricing
Abdul-Rasool
Easy to implement, good data forecasting and reporting
At this point, it's too early for me to judge the accuracy and performance of SAP Predictive Analytics because we have only just been working on... Read more →
Quotes From Members
We asked business professionals to review the solutions they use.
Here are some excerpts of what they said:
Pros
"I appreciate CDSW's ability to logically segregate environments, such as data, DR, and production, ensuring they don't interfere with each other. The deployment of machine learning is fast and easy to manage. Its API calls are also fast.""The Cloudera Data Science Workbench is customizable and easy to use."

More Cloudera Data Science Workbench Pros →

"The most valuable features are the analytics and reporting.""I think the features of the actual ability to forecast and pull trends and correlations has been really good."

More SAP Predictive Analytics Pros →

Cons
"Running this solution requires a minimum of 12GB to 16GB of RAM.""The tool's MLOps is not good. It's pricing also needs to improve."

More Cloudera Data Science Workbench Cons →

"This solution works for acquired data but not live, real-time data."

More SAP Predictive Analytics Cons →

Pricing and Cost Advice
  • "The product is expensive."

    • More Cloudera Data Science Workbench Pricing and Cost Advice →

  • "A free trial version is available for testing out this solution."
  • "The pricing is reasonable"

    • More SAP Predictive Analytics Pricing and Cost Advice →

    report
    See Which Vendors Are Best For You
    Use our free recommendation engine to learn which Data Science Platforms solutions are best for your needs.
    See Recommendations
    768,740 professionals have used our research since 2012.
    Questions from the Community
    What do you like most about Cloudera Data Science Workbench?
    Top Answer:I appreciate CDSW's ability to logically segregate environments, such as data, DR, and production, ensuring they don't interfere with each other. The deployment of machine learning is fast and easy to… more »
    Read all 2 answers   →
    What needs improvement with Cloudera Data Science Workbench?
    Top Answer:The tool's MLOps is not good. It's pricing also needs to improve.
    Read all 2 answers   →
    What is your primary use case for Cloudera Data Science Workbench?
    Top Answer:We have different use cases. Our banking use case uses machine learning to identify customer life events and recommend the best-suited card products. These machine-learning models are deployed in our… more »
    Read all 2 answers   →
    Ask a question

    Earn 20 points

    Ranking
    17th
    out of 53 in Data Science Platforms
    Views
    2,167
    Comparisons
    1,915
    Reviews
    1
    Average Words per Review
    353
    Rating
    6.0
    24th
    out of 53 in Data Science Platforms
    Views
    491
    Comparisons
    421
    Reviews
    0
    Average Words per Review
    0
    Rating
    N/A
    Comparisons
    Also Known As
    CDSW
    SAP BusinessObjects Predictive Analytics, BusinessObjects Predictive Analytics, BOPA
    Learn More
    Cloudera
    SAP
    Overview

    Cloudera Data Science Workbench (CDSW) makes secure, collaborative data science at scale a reality for the enterprise and accelerates the delivery of new data products. With CDSW, organizations can research and experiment faster, deploy models easily and with confidence, as well as rely on the wider Cloudera platform to reduce the risks and costs of data science projects. Access any data anywhere – from cloud object storage to data warehouses, CDSW provides connectivity not only to CDH but the systems your data science teams rely on for analysis.

    SAP® Predictive Analytics software brings predictive insight to business users, analysts, data scientists, and developers in your company. Unlock the potential of Big Data from virtually any source with the power of predictive automation. By automating the building and management of sophisticated predictive models to deliver insight in real time, this software makes it easier to make better, more profitable decisions across the enterprise.

    Sample Customers
    IQVIA, Rush University Medical Center, Western Union
    mBank
    Top Industries
    VISITORS READING REVIEWS
    Financial Services Firm30%
    Healthcare Company10%
    Computer Software Company9%
    Manufacturing Company7%
    VISITORS READING REVIEWS
    Financial Services Firm12%
    Educational Organization12%
    Comms Service Provider9%
    University9%
    Company Size
    VISITORS READING REVIEWS
    Small Business10%
    Midsize Enterprise12%
    Large Enterprise79%
    VISITORS READING REVIEWS
    Small Business14%
    Midsize Enterprise13%
    Large Enterprise73%
    Buyer's Guide
    Data Science Platforms
    April 2024
    Download Free Report
    Find out what your peers are saying about Databricks, Microsoft, Alteryx and others in Data Science Platforms. Updated: April 2024.
    DOWNLOAD NOW
    768,740 professionals have used our research since 2012.

    Cloudera Data Science Workbench is ranked 17th in Data Science Platforms with 2 reviews while SAP Predictive Analytics is ranked 24th in Data Science Platforms. Cloudera Data Science Workbench is rated 7.0, while SAP Predictive Analytics is rated 8.6. The top reviewer of Cloudera Data Science Workbench writes "Useful for data science modeling but improvement is needed in MLOps and pricing ". On the other hand, the top reviewer of SAP Predictive Analytics writes "Easy to implement, good data forecasting and reporting". Cloudera Data Science Workbench is most compared with Databricks, Amazon SageMaker, Microsoft Azure Machine Learning Studio, Dataiku Data Science Studio and Google Cloud Datalab, whereas SAP Predictive Analytics is most compared with IBM Watson Studio, Microsoft Azure Machine Learning Studio, IBM SPSS Modeler, Domino Data Science Platform and KNIME.

    See our list of best Data Science Platforms vendors.

    We monitor all Data Science Platforms reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.