TrustRadius

Cloudera Data Science Workbench vs. AIStudio

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Data Science Workbench
Score 6.7 out of 10
N/A
Cloudera Data Science Workbench enables secure self-service data science for the enterprise. It is a collaborative environment where developers can work with a variety of libraries and frameworks.N/A
AIStudio
Score 0.0 out of 10
Enterprise companies (1,001+ employees)
A platform for MLops and Data-piplines. Serverless Kubeflow Pipelines. AIStudio provides advanced AI-driven solutions to detect and neutralize cyber threats, ensuring systems stay secure and data remains intact.N/A
Pricing
Cloudera Data Science WorkbenchAIStudio
Editions & Modules
No answers on this topic
No answers on this topic
Offerings
Pricing Offerings
Data Science WorkbenchAIStudio
Free Trial
NoYes
Free/Freemium Version
NoNo
Premium Consulting/Integration Services
NoNo
Entry-level Setup FeeNo setup feeOptional
Additional Details——
More Pricing Information
Community Pulse
Cloudera Data Science WorkbenchAIStudio
Features
Cloudera Data Science WorkbenchAIStudio
Platform Connectivity
Comparison of Platform Connectivity features of Product A and Product B
Cloudera Data Science Workbench
7.5
Ratings
11% below category average
AIStudio
-
Ratings
Connect to Multiple Data Sources7.00 Ratings00 Ratings
Extend Existing Data Sources8.00 Ratings00 Ratings
Automatic Data Format Detection7.00 Ratings00 Ratings
MDM Integration8.00 Ratings00 Ratings
Data Exploration
Comparison of Data Exploration features of Product A and Product B
Cloudera Data Science Workbench
7.6
Ratings
10% below category average
AIStudio
-
Ratings
Visualization7.10 Ratings00 Ratings
Interactive Data Analysis8.00 Ratings00 Ratings
Data Preparation
Comparison of Data Preparation features of Product A and Product B
Cloudera Data Science Workbench
7.8
Ratings
4% below category average
AIStudio
-
Ratings
Interactive Data Cleaning and Enrichment7.00 Ratings00 Ratings
Data Transformations8.00 Ratings00 Ratings
Data Encryption8.00 Ratings00 Ratings
Built-in Processors8.00 Ratings00 Ratings
Platform Data Modeling
Comparison of Platform Data Modeling features of Product A and Product B
Cloudera Data Science Workbench
7.6
Ratings
10% below category average
AIStudio
-
Ratings
Multiple Model Development Languages and Tools8.00 Ratings00 Ratings
Automated Machine Learning7.00 Ratings00 Ratings
Single platform for multiple model development7.10 Ratings00 Ratings
Self-Service Model Delivery8.10 Ratings00 Ratings
Model Deployment
Comparison of Model Deployment features of Product A and Product B
Cloudera Data Science Workbench
8.0
Ratings
6% below category average
AIStudio
-
Ratings
Flexible Model Publishing Options8.10 Ratings00 Ratings
Security, Governance, and Cost Controls7.80 Ratings00 Ratings
User Ratings
Cloudera Data Science WorkbenchAIStudio
Likelihood to Recommend
9.0
(0 ratings)
-
(0 ratings)
Support Rating
7.9
(0 ratings)
-
(0 ratings)
User Testimonials
Cloudera Data Science WorkbenchAIStudio
Likelihood to Recommend
  • If you already have a Cloudera partnership and a cluster, having this is a no brainer.
  • It integrates well with your existing ecosystem and it immediately starts working on projects, accessing full datasets and share analysis and results.
  • With the inclusion of Kubernetes, CPU and memory across worker nodes can be managed effectively.
Bharadwaj (Brad) Chivukula | TrustRadius Reviewer
Bharadwaj (Brad) Chivukula
Sr.Technical Manager/Delivery Manager
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No answers on this topic
Pros
  • Enterprise grade security.
  • Self-service analytics platform.
  • Popular programming support.
Verified User
Anonymous
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No answers on this topic
Cons
  • Not as great as RStudio; lacks some features when compared with it
  • It is quite simple still (because its very early in its initiative), and companies may want to wait until they see a more developed product
Bharadwaj (Brad) Chivukula | TrustRadius Reviewer
Bharadwaj (Brad) Chivukula
Sr.Technical Manager/Delivery Manager
Read full review
No answers on this topic
Support Rating
It is expensive and difficult to install and maintain.
Verified User
Anonymous
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No answers on this topic
Alternatives Considered
Since our organization had already implemented Cloudera Data Platform as our Big Data Warehouse platform, implementing CDSW as the go-to Analytic and Data Science Platform is the most logical and cost-effective decision to make. It integrates seamlessly with our CDH clusters and it also provides enterprise-grade security for on-premise implementation.
Verified User
Anonymous
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No answers on this topic
Return on Investment
  • Paid off for demonstration purposes.
Verified User
Anonymous
Read full review
No answers on this topic
ScreenShots

AIStudio Screenshots

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