14 Ratings
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Score 7.6 out of 100
31 Ratings
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Score 8.2 out of 100

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

TIBCO Data Science (including Team Studio and Statistica)

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.
Thomas Young | TrustRadius Reviewer

Feature Rating Comparison

Platform Connectivity

Data Science Workbench
7.4
TIBCO Data Science (including Team Studio and Statistica)
9.2
Connect to Multiple Data Sources
Data Science Workbench
6.9
TIBCO Data Science (including Team Studio and Statistica)
9.3
Extend Existing Data Sources
Data Science Workbench
7.9
TIBCO Data Science (including Team Studio and Statistica)
9.3
Automatic Data Format Detection
Data Science Workbench
7.0
TIBCO Data Science (including Team Studio and Statistica)
9.3
MDM Integration
Data Science Workbench
8.0
TIBCO Data Science (including Team Studio and Statistica)
9.0

Data Exploration

Data Science Workbench
7.7
TIBCO Data Science (including Team Studio and Statistica)
9.2
Visualization
Data Science Workbench
7.2
TIBCO Data Science (including Team Studio and Statistica)
9.0
Interactive Data Analysis
Data Science Workbench
8.1
TIBCO Data Science (including Team Studio and Statistica)
9.3

Data Preparation

Data Science Workbench
7.8
TIBCO Data Science (including Team Studio and Statistica)
8.9
Interactive Data Cleaning and Enrichment
Data Science Workbench
7.1
TIBCO Data Science (including Team Studio and Statistica)
8.8
Data Transformations
Data Science Workbench
8.0
TIBCO Data Science (including Team Studio and Statistica)
8.8
Data Encryption
Data Science Workbench
8.0
TIBCO Data Science (including Team Studio and Statistica)
8.9
Built-in Processors
Data Science Workbench
7.9
TIBCO Data Science (including Team Studio and Statistica)
9.1

Platform Data Modeling

Data Science Workbench
7.7
TIBCO Data Science (including Team Studio and Statistica)
9.1
Multiple Model Development Languages and Tools
Data Science Workbench
8.1
TIBCO Data Science (including Team Studio and Statistica)
9.0
Automated Machine Learning
Data Science Workbench
7.0
TIBCO Data Science (including Team Studio and Statistica)
9.1
Single platform for multiple model development
Data Science Workbench
7.3
TIBCO Data Science (including Team Studio and Statistica)
9.3
Self-Service Model Delivery
Data Science Workbench
8.2
TIBCO Data Science (including Team Studio and Statistica)
9.1

Model Deployment

Data Science Workbench
7.9
TIBCO Data Science (including Team Studio and Statistica)
9.1
Flexible Model Publishing Options
Data Science Workbench
8.2
TIBCO Data Science (including Team Studio and Statistica)
9.1
Security, Governance, and Cost Controls
Data Science Workbench
7.6
TIBCO Data Science (including Team Studio and Statistica)
9.1

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

TIBCO Data Science (including Team Studio and Statistica)

  • 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!
Abigail Bowden | TrustRadius Reviewer

Cons

Data Science Workbench

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

TIBCO Data Science (including Team Studio and Statistica)

  • 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
Steve Wagner | TrustRadius Reviewer

Likelihood to Renew

Data Science Workbench

No score
No answers yet
No answers on this topic

TIBCO Data Science (including Team Studio and Statistica)

TIBCO Data Science (including Team Studio and Statistica) 6.4
Based on 1 answer
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.
Anonymous | TrustRadius Reviewer

Support Rating

Data Science Workbench

Data Science Workbench 7.7
Based on 2 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

TIBCO Data Science (including Team Studio and Statistica)

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

TIBCO Data Science (including Team Studio and Statistica)

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
Randy Bartlett | TrustRadius Reviewer

Return on Investment

Data Science Workbench

  • Paid off for demonstration purposes.
Anonymous | TrustRadius Reviewer

TIBCO Data Science (including Team Studio and Statistica)

  • 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.
Anonymous | TrustRadius Reviewer

Screenshots

Data Science Workbench

Pricing Details

Data Science Workbench

General

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

TIBCO Data Science (including Team Studio and Statistica)

General

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

Rating Summary

Likelihood to Recommend

Data Science Workbench
8.7
TIBCO Data Science (including Team Studio and Statistica)
9.1

Likelihood to Renew

Data Science Workbench
TIBCO Data Science (including Team Studio and Statistica)
6.4

Support Rating

Data Science Workbench
7.7
TIBCO Data Science (including Team Studio and Statistica)

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