14 Ratings
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Score 7.3 out of 100
5 Ratings
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Score 7.8 out of 100

Feature Set Ratings

    Platform Connectivity

    7.5

    Data Science Workbench

    75%

    Oracle Big Data Cloud Service

    Feature Set Not Supported
    N/A
    Cloudera Data Science Workbench ranks higher in 4/4 features

    Connect to Multiple Data Sources

    7.0
    70%
    2 Ratings
    N/A
    0 Ratings

    Extend Existing Data Sources

    8.0
    80%
    2 Ratings
    N/A
    0 Ratings

    Automatic Data Format Detection

    7.0
    70%
    2 Ratings
    N/A
    0 Ratings

    MDM Integration

    8.0
    80%
    2 Ratings
    N/A
    0 Ratings

    Data Exploration

    7.6

    Data Science Workbench

    76%

    Oracle Big Data Cloud Service

    Feature Set Not Supported
    N/A
    Cloudera Data Science Workbench ranks higher in 2/2 features

    Visualization

    7.1
    71%
    2 Ratings
    N/A
    0 Ratings

    Interactive Data Analysis

    8.0
    80%
    2 Ratings
    N/A
    0 Ratings

    Data Preparation

    7.8

    Data Science Workbench

    78%

    Oracle Big Data Cloud Service

    Feature Set Not Supported
    N/A
    Cloudera Data Science Workbench ranks higher in 4/4 features

    Interactive Data Cleaning and Enrichment

    7.0
    70%
    2 Ratings
    N/A
    0 Ratings

    Data Transformations

    8.0
    80%
    2 Ratings
    N/A
    0 Ratings

    Data Encryption

    8.0
    80%
    2 Ratings
    N/A
    0 Ratings

    Built-in Processors

    8.0
    80%
    2 Ratings
    N/A
    0 Ratings

    Platform Data Modeling

    7.6

    Data Science Workbench

    76%

    Oracle Big Data Cloud Service

    Feature Set Not Supported
    N/A
    Cloudera Data Science Workbench ranks higher in 4/4 features

    Multiple Model Development Languages and Tools

    8.0
    80%
    2 Ratings
    N/A
    0 Ratings

    Automated Machine Learning

    7.0
    70%
    1 Rating
    N/A
    0 Ratings

    Single platform for multiple model development

    7.1
    71%
    2 Ratings
    N/A
    0 Ratings

    Self-Service Model Delivery

    8.1
    81%
    2 Ratings
    N/A
    0 Ratings

    Model Deployment

    8.0

    Data Science Workbench

    80%

    Oracle Big Data Cloud Service

    Feature Set Not Supported
    N/A
    Cloudera Data Science Workbench ranks higher in 2/2 features

    Flexible Model Publishing Options

    8.1
    81%
    2 Ratings
    N/A
    0 Ratings

    Security, Governance, and Cost Controls

    7.8
    78%
    2 Ratings
    N/A
    0 Ratings

    Platform-as-a-Service

    Data Science Workbench

    Feature Set Not Supported
    N/A
    8.1

    Oracle Big Data Cloud Service

    81%
    Oracle Big Data Cloud Service ranks higher in 8/8 features

    Ease of building user interfaces

    N/A
    0 Ratings
    9.0
    90%
    1 Rating

    Scalability

    N/A
    0 Ratings
    7.0
    70%
    1 Rating

    Platform management overhead

    N/A
    0 Ratings
    9.0
    90%
    1 Rating

    Workflow engine capability

    N/A
    0 Ratings
    8.0
    80%
    1 Rating

    Platform access control

    N/A
    0 Ratings
    8.0
    80%
    1 Rating

    Services-enabled integration

    N/A
    0 Ratings
    8.0
    80%
    1 Rating

    Development environment creation

    N/A
    0 Ratings
    9.0
    90%
    1 Rating

    Issue recovery

    N/A
    0 Ratings
    7.0
    70%
    1 Rating

    Attribute Ratings

    • Oracle Big Data Cloud Service is rated higher in 1 area: Likelihood to Recommend

    Likelihood to Recommend

    8.9

    Data Science Workbench

    89%
    3 Ratings
    10.0

    Oracle Big Data Cloud Service

    100%
    1 Rating

    Support Rating

    7.7

    Data Science Workbench

    77%
    3 Ratings

    Oracle Big Data Cloud Service

    N/A
    0 Ratings

    Likelihood to Recommend

    Data Science Workbench

    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.
    Anonymous | TrustRadius Reviewer

    Oracle Big Data Cloud Service

    We use it only when we need to and we have found that the software does what it needs to, it's user friendly and us also really helpful in many other ways as well. Like I mentioned before, we love the security and the speed we receive.
    Anonymous | TrustRadius Reviewer

    Pros

    Data Science Workbench

    • 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
    Bharadwaj (Brad) Chivukula | TrustRadius Reviewer

    Oracle Big Data Cloud Service

    • User friendly
    • Offers support and assistance
    • Worth the cost
    • Time efficient
    • Good reliability
    • Reliable support
    Anonymous | TrustRadius Reviewer

    Cons

    Data Science Workbench

    • Installation is difficult.
    • Upgrades are difficult.
    • Licensing options are not flexible.
    Anonymous | TrustRadius Reviewer

    Oracle Big Data Cloud Service

    • Less pricey
    • Customizable
    • A little more help in setting up/using the systems
    • Constant upgrades are always pricey
    • Some bugs noticable
    Anonymous | TrustRadius Reviewer

    Pricing Details

    Data Science Workbench

    General

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

    Starting Price

    Oracle Big Data Cloud Service

    General

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

    Starting Price

    Support Rating

    Data Science Workbench

    Data Science Workbench 7.7
    Based on 3 answers
    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.
    Anonymous | TrustRadius Reviewer

    Oracle Big Data Cloud Service

    No score
    No answers yet
    No answers on this topic

    Alternatives Considered

    Data Science Workbench

    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.
    Bharadwaj (Brad) Chivukula | TrustRadius Reviewer

    Oracle Big Data Cloud Service

    Although new, Oracle has been exceptionally good speed wise and the customer service is top notch
    Anonymous | TrustRadius Reviewer

    Return on Investment

    Data Science Workbench

    • Paid off for demonstration purposes.
    Anonymous | TrustRadius Reviewer

    Oracle Big Data Cloud Service

    • It has had a good impact we are able to complete our projects in time
    • We can save all our data in a safe and secure location
    • Our data analysis is now faster than ever
    Anonymous | TrustRadius Reviewer

    Add comparison