13 Ratings
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Score 7.9 out of 100
2 Ratings
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Score 9.1 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

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

Feature Rating Comparison

Platform Connectivity

Data Science Workbench
7.3
Oracle Big Data Cloud Service
Connect to Multiple Data Sources
Data Science Workbench
6.6
Oracle Big Data Cloud Service
Extend Existing Data Sources
Data Science Workbench
7.6
Oracle Big Data Cloud Service
Automatic Data Format Detection
Data Science Workbench
7.0
Oracle Big Data Cloud Service
MDM Integration
Data Science Workbench
8.0
Oracle Big Data Cloud Service

Data Exploration

Data Science Workbench
8.2
Oracle Big Data Cloud Service
Visualization
Data Science Workbench
7.9
Oracle Big Data Cloud Service
Interactive Data Analysis
Data Science Workbench
8.4
Oracle Big Data Cloud Service

Data Preparation

Data Science Workbench
7.8
Oracle Big Data Cloud Service
Interactive Data Cleaning and Enrichment
Data Science Workbench
7.4
Oracle Big Data Cloud Service
Data Transformations
Data Science Workbench
8.0
Oracle Big Data Cloud Service
Data Encryption
Data Science Workbench
8.0
Oracle Big Data Cloud Service
Built-in Processors
Data Science Workbench
7.6
Oracle Big Data Cloud Service

Platform Data Modeling

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

Model Deployment

Data Science Workbench
7.6
Oracle Big Data Cloud Service
Flexible Model Publishing Options
Data Science Workbench
8.9
Oracle Big Data Cloud Service
Security, Governance, and Cost Controls
Data Science Workbench
6.3
Oracle Big Data Cloud Service

Platform-as-a-Service

Data Science Workbench
Oracle Big Data Cloud Service
8.1
Ease of building user interfaces
Data Science Workbench
Oracle Big Data Cloud Service
9.0
Scalability
Data Science Workbench
Oracle Big Data Cloud Service
7.0
Platform management overhead
Data Science Workbench
Oracle Big Data Cloud Service
9.0
Workflow engine capability
Data Science Workbench
Oracle Big Data Cloud Service
8.0
Platform access control
Data Science Workbench
Oracle Big Data Cloud Service
8.0
Services-enabled integration
Data Science Workbench
Oracle Big Data Cloud Service
8.0
Development environment creation
Data Science Workbench
Oracle Big Data Cloud Service
9.0
Issue recovery
Data Science Workbench
Oracle Big Data Cloud Service
7.0

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

Support Rating

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

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

Pricing Details

Data Science Workbench

General

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

Oracle Big Data Cloud Service

General

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

Rating Summary

Likelihood to Recommend

Data Science Workbench
7.7
Oracle Big Data Cloud Service
10.0

Support Rating

Data Science Workbench
6.7
Oracle Big Data Cloud Service

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