14 Ratings
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Score 6.8 out of 100
33 Ratings
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Score 8.4 out of 100

Feature Set Ratings

  • TIBCO Data Science (including Team Studio and Statistica) ranks higher in 5 feature sets: Platform Connectivity, Data Exploration, Data Preparation, Platform Data Modeling, Model Deployment

Platform Connectivity

7.5

Data Science Workbench

75%
9.1

TIBCO Data Science (including Team Studio and Statistica)

91%
TIBCO Data Science (including Team Studio and Statistica) ranks higher in 4/4 features

Connect to Multiple Data Sources

7.0
70%
2 Ratings
9.1
91%
4 Ratings

Extend Existing Data Sources

8.0
80%
2 Ratings
9.1
91%
4 Ratings

Automatic Data Format Detection

7.0
70%
2 Ratings
9.1
91%
4 Ratings

MDM Integration

8.0
80%
2 Ratings
9.1
91%
4 Ratings

Data Exploration

7.6

Data Science Workbench

76%
9.1

TIBCO Data Science (including Team Studio and Statistica)

91%
TIBCO Data Science (including Team Studio and Statistica) ranks higher in 2/2 features

Visualization

7.1
71%
2 Ratings
9.1
91%
4 Ratings

Interactive Data Analysis

8.0
80%
2 Ratings
9.1
91%
4 Ratings

Data Preparation

7.8

Data Science Workbench

78%
9.0

TIBCO Data Science (including Team Studio and Statistica)

90%
TIBCO Data Science (including Team Studio and Statistica) ranks higher in 4/4 features

Interactive Data Cleaning and Enrichment

7.0
70%
2 Ratings
9.1
91%
4 Ratings

Data Transformations

8.0
80%
2 Ratings
9.1
91%
4 Ratings

Data Encryption

8.0
80%
2 Ratings
8.9
89%
3 Ratings

Built-in Processors

8.0
80%
2 Ratings
9.1
91%
4 Ratings

Platform Data Modeling

7.6

Data Science Workbench

76%
9.1

TIBCO Data Science (including Team Studio and Statistica)

91%
TIBCO Data Science (including Team Studio and Statistica) ranks higher in 4/4 features

Multiple Model Development Languages and Tools

8.0
80%
2 Ratings
9.1
91%
4 Ratings

Automated Machine Learning

7.0
70%
1 Rating
9.1
91%
4 Ratings

Single platform for multiple model development

7.1
71%
2 Ratings
9.1
91%
4 Ratings

Self-Service Model Delivery

8.1
81%
2 Ratings
9.1
91%
4 Ratings

Model Deployment

8.0

Data Science Workbench

80%
9.1

TIBCO Data Science (including Team Studio and Statistica)

91%
TIBCO Data Science (including Team Studio and Statistica) ranks higher in 2/2 features

Flexible Model Publishing Options

8.1
81%
2 Ratings
9.1
91%
4 Ratings

Security, Governance, and Cost Controls

7.8
78%
2 Ratings
9.1
91%
4 Ratings

Attribute Ratings

  • Cloudera Data Science Workbench and TIBCO Data Science (including Team Studio and Statistica) are tied in 1 area: Likelihood to Recommend

Likelihood to Recommend

9.0

Data Science Workbench

90%
3 Ratings
9.0

TIBCO Data Science (including Team Studio and Statistica)

90%
16 Ratings

Likelihood to Renew

Data Science Workbench

N/A
0 Ratings
6.4

TIBCO Data Science (including Team Studio and Statistica)

64%
1 Rating

Support Rating

7.8

Data Science Workbench

78%
3 Ratings

TIBCO Data Science (including Team Studio and Statistica)

N/A
0 Ratings

Likelihood to Recommend

Cloudera

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.
Read full review

TIBCO Software Inc.

If you have an analytics department, Data Science is perfect for making analyses quicker. Data Science works well for web querying, automating analyses, sharing advanced analyses with others, and performing lots of other advanced analytical processes. Data Science is not a good fit if the analytics you do is stuff that Excel can do. The software is powerful, with lots of features, and unless you actually plan on using those features, it's not worth paying for.
Read full review

Pros

Cloudera

  • 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
Read full review

TIBCO Software Inc.

  • It has a great user interface, easy to navigate and learn on the fly.
  • There are lots of great options for data organization and analysis! Makes it a handy tool for presentations as well.
  • A collaborative ability is highly valued for my company where we often work from home or on site. Being able to share the data with those in the office so multiple people can look at it is a great tool!
Read full review

Cons

Cloudera

  • Installation is difficult.
  • Upgrades are difficult.
  • Licensing options are not flexible.
Read full review

TIBCO Software Inc.

  • Unfortunately, some functionality is hidden per upgrade to other versions. Feel data mining functionality would be useful, but not budget for software. At the current price point, would have expected more (such as Mathematica breadth of functionality for one price).
  • It is light on optimization capability.
  • Slow when considering very large datasets, performing things such as distribution identification
Read full review

Pricing Details

Data Science Workbench

Starting Price

Editions & Modules

Data Science Workbench editions and modules pricing
EditionModules

Footnotes

    Offerings

    Free Trial
    Free/Freemium Version
    Premium Consulting/Integration Services

    Entry-level set up fee?

    No setup fee

    Additional Details

    TIBCO Data Science (including Team Studio and Statistica)

    Starting Price

    Editions & Modules

    TIBCO Data Science (including Team Studio and Statistica) editions and modules pricing
    EditionModules

    Footnotes

      Offerings

      Free Trial
      Free/Freemium Version
      Premium Consulting/Integration Services

      Entry-level set up fee?

      No setup fee

      Additional Details

      Likelihood to Renew

      Cloudera

      No answers on this topic

      TIBCO Software Inc.

      The company is hesitant to spend this much on software. They are primarily an engineering firm, and they don't understand the use of analytical software for environmental professionals.
      Read full review

      Support Rating

      Cloudera

      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.
      Read full review

      TIBCO Software Inc.

      No answers on this topic

      Alternatives Considered

      Cloudera

      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.
      Read full review

      TIBCO Software Inc.

      I prefer Statistica's approach. It is more natural and fits the way I think. I prefer to use Statistica's VB for writing macros. It is real code, meaning that I do not need to trick the software to do what I need and there are no implied loops over solving simple problems. The graphs are publication quality and can be edited by hand or using a macro if I am building hundreds of them. Statistica had a user-friendly approach to building lengthy data processing streams (in its workspaces). It is just so fast for analyzing a dataset that you have never seen before and efficient for ongoing work on the same data
      Read full review

      Return on Investment

      Cloudera

      • Paid off for demonstration purposes.
      Read full review

      TIBCO Software Inc.

      • Our company has had the program for less than 1 year. We don't expected a positive return this year. The goal is for Data Science to led to defined projects by the end of the end of the year and implementation in the following two. Overall, we are planning on 4 years to fully recoup the cost of the software and the cost of implementing identified projects.
      Read full review

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