What users are saying about
14 Ratings
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Score 7.3 out of 100
11 Ratings
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Score 9.7 out of 100

Feature Set Ratings

    Platform Connectivity

    7.5

    Data Science Workbench

    75%

    Cloudera Manager

    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%

    Cloudera Manager

    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%

    Cloudera Manager

    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%

    Cloudera Manager

    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%

    Cloudera Manager

    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

    Attribute Ratings

    • Cloudera Data Science Workbench is rated higher in 1 area: Likelihood to Recommend

    Likelihood to Recommend

    8.9

    Data Science Workbench

    89%
    3 Ratings
    8.5

    Cloudera Manager

    85%
    2 Ratings

    Likelihood to Renew

    Data Science Workbench

    N/A
    0 Ratings
    8.5

    Cloudera Manager

    85%
    2 Ratings

    Support Rating

    7.7

    Data Science Workbench

    77%
    3 Ratings

    Cloudera Manager

    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

    Cloudera Manager

    It would be suited for customers who feel more comfortable with using a GUI. It is less appropriate for developers or engineers who are comfortable with command line
    Ethan Tran | 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

    Cloudera Manager

    • Graphical user interface
    • Management of third party applications start/stop/restart functionality through framework
    • Support of Apache Hadoop ecosystem
    • Ability to do "rolling restarts"
    Charles Inglese | TrustRadius Reviewer

    Cons

    Data Science Workbench

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

    Cloudera Manager

    • Cloudera Manager needs to be more agile with integrating other applications, such as Accumulo 1.7, to their software.
    • Cloudera Manager can do a better job at explaining why a node fails to add to a cluster using their assistant.
    • Cloudera Manager should show graphs only when there is data, instead of showing just an empty box.
    Ethan Tran | 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

    Cloudera Manager

    General

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

    Starting Price

    Likelihood to Renew

    Data Science Workbench

    No score
    No answers yet
    No answers on this topic

    Cloudera Manager

    Cloudera Manager 8.5
    Based on 2 answers
    It is a well developed product with a good user interface.
    Charles Inglese | TrustRadius Reviewer

    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

    Cloudera Manager

    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

    Cloudera Manager

    I have not used any competitors, such as Hortonworks, because Cloudera Manager just works and meets all my customer's needs. I only have deployed Hadoop using command line, which is not easy to use and manage.
    Ethan Tran | TrustRadius Reviewer

    Return on Investment

    Data Science Workbench

    • Paid off for demonstration purposes.
    Anonymous | TrustRadius Reviewer

    Cloudera Manager

    • Cloudera Manager has allowed our organization to deploy Apache Hadoop to operations quicker and with less training versus using the command line exclusively.
    • Increased employee efficiency.
    • Increased product adoption.
    Charles Inglese | TrustRadius Reviewer

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