[ Red Hat... Reviews ](https://www.g2.com/products/red-hat-openshift-data-science/reviews) [ Red Hat... Reviews ](https://www.g2.com/products/red-hat-openshift-data-science/reviews) # Red Hat OpenShift Data Science Features ##### ## Model Development (5) Language Support Supports programming languages such as Java, C, or Python. Supports front-end languages such as HTML, CSS, and JavaScript Drag and Drop Offers the ability for developers to drag and drop pieces of code or algorithms when building models Pre-Built Algorithms Provides users with pre-built algorithms for simpler model development Model Training Supplies large data sets for training individual models Feature Engineering Transforms raw data into features that better represent the underlying problem to the predictive models Show More ##### ## Machine/Deep Learning Services (6) Computer Vision Offers image recognition services Natural Language Processing Offers natural language processing services Natural Language Generation Offers natural language generation services Artificial Neural Networks Offers artificial neural networks for users Natural Language Understanding Offers natural language understanding services Deep Learning Provides deep learning capabilities Show More ##### ## Deployment (3) Managed Service Manages the intelligent application for the user, reducing the need of infrastructure Application Allows users to insert machine learning into operating applications Scalability Provides easily scaled machine learning applications and infrastructure Show More ##### ## System (1) Data Ingestion & Wrangling Gives user ability to import a variety of data sources for immediate use Show More ##### ## Generative AI (3) AI Text Generation Allows users to generate text based on a text prompt. AI Text Summarization Condenses long documents or text into a brief summary. AI Text-to-Image Provides the ability to generate images from a text prompt. Show More ##### ## Agentic AI - Data Science and Machine Learning Platforms (7) Autonomous Task Execution Capability to perform complex tasks without constant human input Multi-step Planning Ability to break down and plan multi-step processes Cross-system Integration Works across multiple software systems or databases Adaptive Learning Improves performance based on feedback and experience Natural Language Interaction Engages in human-like conversation for task delegation Proactive Assistance Anticipates needs and offers suggestions without prompting Decision Making Makes informed choices based on available data and objectives Show More ## Top-Rated Alternatives [ ![Databricks](https://images.g2crowd.com/uploads/product/hd_favicon/135d1c9e39e19ef56dc8d0bf90fce20f/databricks.svg "Databricks") Databricks 4.6/5(1,348) ](https://www.g2.com/products/databricks/reviews) [ ![IBM watsonx.ai](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_24bb2b0b5af8e7d875ea09d767bcb097/ibm-watsonx-ai.jpg "IBM watsonx.ai") IBM watsonx.ai 4.4/5(145) ](https://www.g2.com/products/ibm-watsonx-ai/reviews) [ ![Amazon SageMaker](https://images.g2crowd.com/uploads/product/hd_favicon/1528476472/amazon-sagemaker.svg "Amazon SageMaker") Amazon SageMaker 4.3/5(56) ](https://www.g2.com/products/amazon-sagemaker/reviews) [ View All Alternatives ](https://www.g2.com/products/red-hat-openshift-data-science/competitors/alternatives) Red Hat OpenShift Data Science Comparisons ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_a6c205d533dba77b318af96d91beb2ac/databricks.jpeg "Product Avatar Image") Databricks 4.6/5(1,348) [ Compare Now ](https://www.g2.com/compare/databricks-vs-red-hat-openshift-data-science) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_24bb2b0b5af8e7d875ea09d767bcb097/ibm-watsonx-ai.jpg "Product Avatar Image") IBM watsonx.ai 4.4/5(145) [ Compare Now ](https://www.g2.com/compare/ibm-watsonx-ai-vs-red-hat-openshift-data-science) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_b3390b4cc3d92e87d570895f7358c003/amazon-sagemaker.jpg "Product Avatar Image") Amazon SageMaker 4.3/5(56) [ Compare Now ](https://www.g2.com/compare/amazon-sagemaker-vs-red-hat-openshift-data-science) ##### Categories on G2 [ Data Science and Machine Learning Platforms ](https://www.g2.com/categories/data-science-and-machine-learning-platforms) ##### Explore More [ Which AP software offers the fastest invoice processing? ](https://www.g2.com/discussions/which-ap-software-offers-the-fastest-invoice-processing)[ What are some encryption key management software solutions with SaaS deployment models to avoid infrastructure management overhead? ](https://www.g2.com/discussions/what-are-some-encryption-key-management-software-solutions-with-saas-deployment-models-to-avoid-infrastructure-management-overhead%20)[ What's the best app for managing corporate events ](https://www.g2.com/discussions/what-s-the-best-app-for-managing-corporate-events) [ What AI infrastructure does everyone use for service companies ](https://www.g2.com/discussions/what-ai-infrastructure-does-everyone-use-for-service-companies)[ Best desktop affiliate marketing software for tech companies ](https://www.g2.com/discussions/best-desktop-affiliate-marketing-software-for-tech-companies)[ Most recommended performance management systems for IT services ](https://www.g2.com/discussions/most-recommended-performance-management-systems-for-it-services-what-s-delivering-results) Show More [ Which AP software offers the fastest invoice processing? ](https://www.g2.com/discussions/which-ap-software-offers-the-fastest-invoice-processing)[ What are some encryption key management software solutions with SaaS deployment models to avoid infrastructure management overhead? ](https://www.g2.com/discussions/what-are-some-encryption-key-management-software-solutions-with-saas-deployment-models-to-avoid-infrastructure-management-overhead%20)[ What's the best app for managing corporate events ](https://www.g2.com/discussions/what-s-the-best-app-for-managing-corporate-events) [ What AI infrastructure does everyone use for service companies ](https://www.g2.com/discussions/what-ai-infrastructure-does-everyone-use-for-service-companies)[ Best desktop affiliate marketing software for tech companies ](https://www.g2.com/discussions/best-desktop-affiliate-marketing-software-for-tech-companies)[ Most recommended performance management systems for IT services ](https://www.g2.com/discussions/most-recommended-performance-management-systems-for-it-services-what-s-delivering-results)