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Cloudera Data Science Workbench (discontinued) vs. Tanzu Data Services (Greenplum, GemFire, RabbitMQ, Tanzu SQL)

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    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    Cloudera Data Science Workbench (discontinued)

    Score6.7 out of 10
    N/ACloudera Data Science Workbench (CDSW) was an enterprise data science platform for collaborative development, experimentation, model training, deployment, and management on Cloudera data infrastructure. Cloudera Data Science Workbench has reached end of support. Cloudera states that its CDSW documentation is no longer updated.N/A

    VMware Tanzu Data Services

    Score6 out of 10
    N/ATanzu Data Services is a family of data-driven solutions built to store, process, and query critical data resources in real-time and at massive scale, both on-premises and in the multi-cloud world.N/A
    Pricing
    Cloudera Data Science Workbench (discontinued)VMware Tanzu Data Services
    Editions & Modules
    No answers on this topic
    No answers on this topic
    Offerings
    Pricing Offerings
    Cloudera Data Science Workbench (discontinued)VMware Tanzu Data Services
    Free Trial
    NoNo
    Free/Freemium Version
    NoNo
    Premium Consulting/Integration Services
    NoNo
    Entry-level Setup FeeNo setup feeNo setup fee
    Additional Details——
    More Pricing Information
    Features
    Cloudera Data Science Workbench (discontinued)VMware Tanzu Data Services
    Platform Connectivity
    Comparison of Platform Connectivity features of Cloudera Data Science Workbench (discontinued) and Tanzu Data Services (Greenplum, GemFire, RabbitMQ, Tanzu SQL)
    Feature
    Cloudera Data Science Workbench (discontinued)
    7.5
    2 Ratings
    11% below category average
    Tanzu Data Services (Greenplum, GemFire, RabbitMQ, Tanzu SQL)
    -
    Ratings
    Connect to Multiple Data Sources7.02 Ratings00 Ratings
    Extend Existing Data Sources8.02 Ratings00 Ratings
    Automatic Data Format Detection7.02 Ratings00 Ratings
    MDM Integration8.02 Ratings00 Ratings
    Data Exploration
    Comparison of Data Exploration features of Cloudera Data Science Workbench (discontinued) and Tanzu Data Services (Greenplum, GemFire, RabbitMQ, Tanzu SQL)
    Feature
    Cloudera Data Science Workbench (discontinued)
    7.6
    2 Ratings
    10% below category average
    Tanzu Data Services (Greenplum, GemFire, RabbitMQ, Tanzu SQL)
    -
    Ratings
    Visualization7.12 Ratings00 Ratings
    Interactive Data Analysis8.02 Ratings00 Ratings
    Data Preparation
    Comparison of Data Preparation features of Cloudera Data Science Workbench (discontinued) and Tanzu Data Services (Greenplum, GemFire, RabbitMQ, Tanzu SQL)
    Feature
    Cloudera Data Science Workbench (discontinued)
    7.8
    2 Ratings
    5% below category average
    Tanzu Data Services (Greenplum, GemFire, RabbitMQ, Tanzu SQL)
    -
    Ratings
    Interactive Data Cleaning and Enrichment7.02 Ratings00 Ratings
    Data Transformations8.02 Ratings00 Ratings
    Data Encryption8.02 Ratings00 Ratings
    Built-in Processors8.02 Ratings00 Ratings
    Platform Data Modeling
    Comparison of Platform Data Modeling features of Cloudera Data Science Workbench (discontinued) and Tanzu Data Services (Greenplum, GemFire, RabbitMQ, Tanzu SQL)
    Feature
    Cloudera Data Science Workbench (discontinued)
    7.6
    2 Ratings
    11% below category average
    Tanzu Data Services (Greenplum, GemFire, RabbitMQ, Tanzu SQL)
    -
    Ratings
    Multiple Model Development Languages and Tools8.02 Ratings00 Ratings
    Automated Machine Learning7.01 Ratings00 Ratings
    Single platform for multiple model development7.12 Ratings00 Ratings
    Self-Service Model Delivery8.12 Ratings00 Ratings
    Model Deployment
    Comparison of Model Deployment features of Cloudera Data Science Workbench (discontinued) and Tanzu Data Services (Greenplum, GemFire, RabbitMQ, Tanzu SQL)
    Feature
    Cloudera Data Science Workbench (discontinued)
    8.0
    2 Ratings
    6% below category average
    Tanzu Data Services (Greenplum, GemFire, RabbitMQ, Tanzu SQL)
    -
    Ratings
    Flexible Model Publishing Options8.12 Ratings00 Ratings
    Security, Governance, and Cost Controls7.82 Ratings00 Ratings
    Best Alternatives
    Cloudera Data Science Workbench (discontinued)VMware Tanzu Data Services
    Small Businesses
    RapidMiner
    Score8.9 out of 10
    No answers on this topic
    Medium-sized Companies
    Anaconda
    Score8.8 out of 10
    Cloudera Enterprise Data Hub
    Score9 out of 10
    Enterprises
    IBM Watson Studio
    Score10 out of 10
    Oracle Exadata
    Score9.8 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    Cloudera Data Science Workbench (discontinued)VMware Tanzu Data Services
    Likelihood to Recommend
    9.0
    (3 ratings)
    8.0
    (1 ratings)
    Support Rating
    7.9
    (2 ratings)
    8.0
    (1 ratings)
    User Testimonials
    Cloudera Data Science Workbench (discontinued)VMware Tanzu Data Services
    Likelihood to Recommend
    Discontinued Products
    Organizations which already implemented on-premise Hadoop based Cloudera Data Platform (CDH) for their Big Data warehouse architecture will definitely get more value from seamless integration of Cloudera Data Science Workbench (CDSW) with their existing CDH Platform. However, for organizations with hybrid (cloud and on-premise) data platform without prior implementation of CDH, implementing CDSW can be a challenge technically and financially.
    Incentivized
    Read full review
    Broadcom
    If you need to execute ml algorithms, learning techniques, or mathematical calculations on large amounts of heterogeneous data, VMware Tanzu Data Services will be ideal. It will be really simple to set up, particularly if you choose AWS as your integrated cloud provider. However, if you're working with lower data amounts, such as gigabytes, it can be superfluous.
    Incentivized
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    Pros
    Discontinued Products
    • One single IDE (browser based application) that makes Scala, R, Python integrated under one tool
    • For larger organizations/teams, it lets you be self reliant
    • As it sits on your cluster, it has very easy access of all the data on the HDFS
    • Linking with Github is a very good way to keep the code versions intact
    Incentivized
    Read full review
    Broadcom
    • Apache MADlib provides popular machine learning functionality.
    • Allows you to query terabytes of data databases.
    • Interoperability for AWS S3 is effortless.
    Incentivized
    Read full review
    Cons
    Discontinued Products
    • Installation is difficult.
    • Upgrades are difficult.
    • Licensing options are not flexible.
    Incentivized
    Read full review
    Broadcom
    • Running on Azure is a little more difficult.
    • Synchronization with Kafka may be a little easier.
    Incentivized
    Read full review
    Support Rating
    Discontinued Products
    Cloudera Data Science Workbench has excellence online resources support such as documentation and examples. On top of that the enterprise license also comes with SLA on opening a ticket to Cloudera Services and support for complaint handling and troubleshooting by email or through a phone call. On top of that it also offers additional paid training services.
    Incentivized
    Read full review
    Broadcom
    They were very helpful. We needed support for initial implementation.
    Incentivized
    Read full review
    Alternatives Considered
    Discontinued Products
    Both the tools have similar features and have made it pretty easy to install/deploy/use. Depending on your existing platform (Cloudera vs. Azure) you need to pick the Workbench. Another observation is that Cloudera has better support where you can get feedback on your questions pretty fast (unlike MS). As its a new product, I expect MS to be more efficient in handling customers questions.
    Incentivized
    Read full review
    Broadcom
    No answers on this topic
    Return on Investment
    Discontinued Products
    • Paid off for demonstration purposes.
    Incentivized
    Read full review
    Broadcom
    • There was a noticeable reduction in system reliability.
    • Saw a reduction in unsuccessful analytics operations.
    Incentivized
    Read full review
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