What users are saying about
5 Ratings
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Score 7.5 out of 100
13 Ratings
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Score 7.9 out of 100

Likelihood to Recommend

Cloudera Data Platform

I have seen that Cloudera Data Platform is well suited for large batch processes. It works really well for our indication analyses that are performed by the actuaries. I feel that rapid streaming operations may be a situation where additional technology would be needed to provide for a robust solution.
Anonymous | TrustRadius Reviewer

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

Feature Rating Comparison

Platform Connectivity

Cloudera Data Platform
Data Science Workbench
7.3
Connect to Multiple Data Sources
Cloudera Data Platform
Data Science Workbench
6.6
Extend Existing Data Sources
Cloudera Data Platform
Data Science Workbench
7.6
Automatic Data Format Detection
Cloudera Data Platform
Data Science Workbench
7.0
MDM Integration
Cloudera Data Platform
Data Science Workbench
8.0

Data Exploration

Cloudera Data Platform
Data Science Workbench
8.2
Visualization
Cloudera Data Platform
Data Science Workbench
7.9
Interactive Data Analysis
Cloudera Data Platform
Data Science Workbench
8.4

Data Preparation

Cloudera Data Platform
Data Science Workbench
7.8
Interactive Data Cleaning and Enrichment
Cloudera Data Platform
Data Science Workbench
7.4
Data Transformations
Cloudera Data Platform
Data Science Workbench
8.0
Data Encryption
Cloudera Data Platform
Data Science Workbench
8.0
Built-in Processors
Cloudera Data Platform
Data Science Workbench
7.6

Platform Data Modeling

Cloudera Data Platform
Data Science Workbench
8.2
Multiple Model Development Languages and Tools
Cloudera Data Platform
Data Science Workbench
8.4
Automated Machine Learning
Cloudera Data Platform
Data Science Workbench
7.0
Single platform for multiple model development
Cloudera Data Platform
Data Science Workbench
8.3
Self-Service Model Delivery
Cloudera Data Platform
Data Science Workbench
8.9

Model Deployment

Cloudera Data Platform
Data Science Workbench
7.6
Flexible Model Publishing Options
Cloudera Data Platform
Data Science Workbench
8.9
Security, Governance, and Cost Controls
Cloudera Data Platform
Data Science Workbench
6.2

Pros

Cloudera Data Platform

  • Scales
  • Highly available
Anonymous | TrustRadius Reviewer

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

Cons

Cloudera Data Platform

  • Constantly changing costs
  • Log visibility
Anonymous | TrustRadius Reviewer

Data Science Workbench

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

Support Rating

Cloudera Data Platform

Cloudera Data Platform 8.0
Based on 1 answer
We have utilized Cloudera support quite frequently and are very satisfied with the capability and responsiveness of that team. Often, the new features delivered with the platform give us an opportunity to mature the way we're doing things, and the support team have been valuable in developing those new patterns.
Anonymous | TrustRadius Reviewer

Data Science Workbench

Data Science Workbench 6.7
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

Alternatives Considered

Cloudera Data Platform

IBM's offering of the Cloud Pak for Data has been a moving target and difficult to compare to Cloudera Data Platform. We have implemented our solution on Amazon Web Services, which appears to be supported by IBM at this point, but the migration would be very expensive for us to endeavor.
Anonymous | TrustRadius Reviewer

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

Return on Investment

Cloudera Data Platform

  • Reduced operational costs
  • Speed to market
Anonymous | TrustRadius Reviewer

Data Science Workbench

  • Paid off for demonstration purposes.
Anonymous | TrustRadius Reviewer

Pricing Details

Cloudera Data Platform

General

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

Data Science Workbench

General

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

Rating Summary

Likelihood to Recommend

Cloudera Data Platform
7.0
Data Science Workbench
7.7

Support Rating

Cloudera Data Platform
8.0
Data Science Workbench
6.7

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