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Compare Cloudera Data Engineering and Red Hat OpenShift Data Science 
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At a Glance
Market Segments
Mid-Market (39.1% of reviews)
Mid-Market (44.0% of reviews)
Entry-Level Pricing
No pricing available
No pricing available
Cloudera Data Engineering
Star Rating
(23)4.7 out of 5
Market Segments
Mid-Market (39.1% of reviews)
Entry-Level Pricing
No pricing available
Learn more about Cloudera Data EngineeringRed Hat OpenShift Data Science
Star Rating
(25)4.4 out of 5
Market Segments
Mid-Market (44.0% of reviews)
Entry-Level Pricing
No pricing available
Learn more about Red Hat OpenShift Data ScienceSummary
AI Generated Summary
AI-generated. Powered by real user reviews.
- Users report that Cloudera Data Engineering excels in Data Ingestion & Wrangling with a score of 9.4, highlighting its robust capabilities for handling large datasets efficiently, while Red Hat OpenShift Data Science scores 8.9, indicating it may not be as strong in this area.
- Reviewers mention that Cloudera's Ease of Setup is rated at 9.7, making it particularly user-friendly for new users, whereas Red Hat OpenShift Data Science lacks a score in this category, suggesting potential challenges in initial configuration.
- G2 users emphasize Cloudera's superior Model Development features, with a score of 9.4 for both Pre-Built Algorithms and Model Training, while Red Hat OpenShift Data Science scores lower at 8.5 and 8.6 respectively, indicating a less comprehensive offering in this critical area.
- Users on G2 highlight Cloudera's strong support for Machine/Deep Learning Services, particularly in Natural Language Processing with a score of 9.3, compared to Red Hat's 8.3, suggesting that Cloudera may provide more advanced tools for AI-driven projects.
- Reviewers mention that Cloudera Data Engineering's Quality of Support is rated at 9.3, which is significantly higher than Red Hat OpenShift Data Science's 8.6, indicating that users may find Cloudera more responsive and helpful when issues arise.
- Users say that Cloudera's Generative AI capabilities, particularly in AI Text Generation with a score of 9.5, outperform Red Hat's 8.3, suggesting that Cloudera offers more powerful tools for content creation and automation.
Pricing
Entry-Level Pricing
Cloudera Data Engineering
No pricing availableRed Hat OpenShift Data Science
No pricing availableFree Trial
Cloudera Data Engineering
No trial information availableRed Hat OpenShift Data Science
No trial information availableRatings
Meets Requirements
9.2
23
8.8
23
Ease of Use
9.3
23
8.5
23
Ease of Setup
9.8
7
Not enough data
Ease of Admin
9.5
7
Not enough data
Quality of Support
9.2
22
8.6
21
Has the product been a good partner in doing business?
9.3
7
Not enough data
Product Direction (% positive)
10.0
23
10.0
23
Features by Category
System
9.5
16
8.9
22
Model Development
9.8
16
8.8
23
9.3
17
8.8
23
9.2
15
8.7
23
9.3
16
8.6
23
Model Development
9.2
15
8.8
23
Machine/Deep Learning Services
9.2
16
8.5
22
9.4
16
8.3
20
9.3
16
8.6
20
9.2
16
8.3
20
Machine/Deep Learning Services
9.6
15
8.6
20
9.6
14
8.7
21
Deployment
9.3
16
8.6
22
9.5
17
8.8
22
9.4
16
8.5
22
Generative AI
9.4
14
8.3
5
9.0
14
8.7
5
9.1
15
8.7
5
Agentic AI - Data Science and Machine Learning Platforms
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Categories
Categories
Shared Categories
Cloudera Data Engineering and Red Hat OpenShift Data Science are categorized as Data Science and Machine Learning Platforms
Unique Categories
Cloudera Data Engineering has no unique categories
Red Hat OpenShift Data Science has no unique categories
Reviews
Reviewers' Company Size
Cloudera Data Engineering
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
Red Hat OpenShift Data Science
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
Small-Business
(50 or fewer emp.)
Mid-Market
(51-1000 emp.)
Enterprise
(> 1000 emp.)
Reviewers' Industry
Information Technology and Services
26.1%
Computer Software
26.1%
Consulting
13.0%
Banking
8.7%
Program Development
4.3%
Other
21.7%
Market Research
32.0%
Marketing and Advertising
20.0%
Information Technology and Services
8.0%
Computer Software
8.0%
Transportation/Trucking/Railroad
4.0%
Other
28.0%
Alternatives
Discussions
Cloudera Data Engineering has no discussions with answers
Red Hat OpenShift Data Science has no discussions with answers
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