Top 10 Red Hat OpenShift Data Science Alternatives & Competitors

Top 10 Alternatives to Red Hat OpenShift Data Science Recently Reviewed By G2 Community

#1

Databricks Data Intelligence Platform
By Databricks Inc.
(403)4.6 out of 5
Making big data simple
Categories in common with Red Hat OpenShift Data Science:
• Data Science and Machine Learning Platforms
Try for free
Reviewers say compared to Red Hat OpenShift Data Science, Databricks Data Intelligence Platform is:
More usable
Better at meeting requirements
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#2

IBM watsonx.ai
By IBM
(71)4.5 out of 5
IBM Watsonx.ai is an advanced AI and machine learning platform designed to accelerate enterprise AI adoption, offering a comprehensive suite of tools for businesses to build, deploy, and scale AI applications. The product is part of IBM's broader Watsonx ecosystem, which aims to democratize AI by providing accessible, powerful solutions tailored for organizations of all sizes and industries.
Categories in common with Red Hat OpenShift Data Science:
• Data Science and Machine Learning Platforms
Try for free
Reviewers say compared to Red Hat OpenShift Data Science, IBM watsonx.ai is:
More usable
Better at support
Better at meeting requirements
See all IBM watsonx.ai reviews
#3

Vertex AI
By Google
(512)4.3 out of 5
Vertex AI is a managed machine learning (ML) platform that helps you build, train, and deploy ML models faster and easier. It includes a unified UI for the entire ML workflow, as well as a variety of tools and services to help you with every step of the process. Vertex AI Workbench is a cloud-based IDE that is included with Vertex AI. It makes it easy to develop and debug ML code. It provides a variety of features to help you with your ML workflow, such as code completion, linting, and debugging. Vertex AI and Vertex AI Workbench are a powerful combination that can help you accelerate your ML development. With Vertex AI, you can focus on building and training your models, while Vertex AI Workbench takes care of the rest. This frees you up to be more productive and creative, and it helps you get your models into production faster. If you're looking for a powerful and easy-to-use ML platform, then Vertex AI is a great option. With Vertex AI, you can build, train, and deploy ML models faster and easier than ever before.
Categories in common with Red Hat OpenShift Data Science:
• Data Science and Machine Learning Platforms
Try for free
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#4

Alteryx
By Alteryx
(625)4.6 out of 5
Alteryx drives transformational business outcomes through unified analytics, data science, and process automation.
Categories in common with Red Hat OpenShift Data Science:
• Data Science and Machine Learning Platforms
Try for free
Reviewers say compared to Red Hat OpenShift Data Science, Alteryx is:
More usable
Better at meeting requirements
See all Alteryx reviews
#5

MATLAB
By MathWorks
(729)4.5 out of 5
MATLAB is a programming, modeling and simulation tool developed by MathWorks.
Categories in common with Red Hat OpenShift Data Science:
• Data Science and Machine Learning Platforms
Reviewers say compared to Red Hat OpenShift Data Science, MATLAB is:
Better at meeting requirements
Better at support
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#6

Domo
By Domo
(826)4.4 out of 5
Domo is an all-in-one platform that helps you achieve better, faster ROI on your AI and data investments. Real-time data integration Connect to over 1,000 data sources, including legacy systems, CRMs, ERPs, and cloud storage platforms like Google BigQuery and Snowflake. Centralize your data while keeping it securely in place for real-time insights without latency. Generative AI and automation Use cutting-edge tools like DomoGPT for conversational analytics, auto-generated reports, and intelligent workflows, enabling faster decision-making. Securely build, manage, and deploy machine learning models. Low-code data preparation Empower users of all technical levels with Magic ETL, a drag-and-drop environment that simplifies data transformation, removing IT bottlenecks and accelerating self-service analytics. Advanced reporting and visualization Easily uncover patterns and insights through dynamic visualizations. Create powerful dashboards and charts that support smarter decision-making and collaboration. Custom data apps Build role-specific apps to streamline workflows, boost team productivity, and deliver targeted data solutions that adapt to your unique processes. Embedded analytics Deliver insights directly to your stakeholders. Use embedded dashboards and secure role-based access to extend analytics to your team, partners, or clients. Workflow automation Save time by automating complex business operations with intuitive, integrated workflows. Focus your team’s energy on initiatives that drive the most impact.
Categories in common with Red Hat OpenShift Data Science:
• Data Science and Machine Learning Platforms
Try for free
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#7

Snowflake
By Snowflake, Inc.
(584)4.5 out of 5
Snowflake’s platform eliminates data silos and simplifies architectures, so organizations can get more value from their data. The platform is designed as a single, unified product with automations that reduce complexity and help ensure everything “just works”. To support a wide range of workloads, it’s optimized for performance at scale no matter whether someone’s working with SQL, Python, or other languages. And it’s globally connected so organizations can securely access the most relevant content across clouds and regions, with one consistent experience.
Categories in common with Red Hat OpenShift Data Science:
• Data Science and Machine Learning Platforms
Try for free
Reviewers say compared to Red Hat OpenShift Data Science, Snowflake is:
More usable
Better at meeting requirements
Better at support
See all Snowflake reviews
#8

Posit
By Posit
(554)4.5 out of 5
In addition to our open-source data science software, RStudio produces RStudio Team, a unique, modular platform of enterprise-ready professional software products that enable teams to adopt R, Python, and other open-source data science software at scale.
Categories in common with Red Hat OpenShift Data Science:
• Data Science and Machine Learning Platforms
Reviewers say compared to Red Hat OpenShift Data Science, Posit is:
Better at meeting requirements
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#9

SAP HANA Cloud
By SAP
(512)4.3 out of 5
SAP HANA Cloud is the cloud-native data foundation of SAP Business Technology Platform, it stores, processes and analyzes data in real time at petabyte scale and converges multiple data types in a single system while managing it more efficiently with integrated multitier storage.
Categories in common with Red Hat OpenShift Data Science:
• Data Science and Machine Learning Platforms
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#10

Altair AI Studio
By Altair
(497)4.6 out of 5
RapidMiner is a powerful, easy to use and intuitive graphical user interface for the design of analytic processes. Let the Wisdom of Crowds and recommendations from the RapidMiner community guide your way. And you can easily reuse your R and Python code.
Categories in common with Red Hat OpenShift Data Science:
• Data Science and Machine Learning Platforms
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Reviewers say compared to Red Hat OpenShift Data Science, Altair AI Studio is:
More usable
See all Altair AI Studio reviews