HPE AI/ML Software
Build, train, deploy and manage GenAI and traditional AI/ML models for organizational scale.
Transform to an AI-empowered business
Speed up innovation and secure your competitive advantage with AI MLOps software. Prepare both structured and unstructured data for AI, develop and train models more quickly, and deploy them in a controlled fashion across a hybrid cloud environment.
Automate data pipelines and accelerate ML model production
HPE Machine Learning Data Management Software empowers data engineering teams to automate complex pipelines with cost-effective scalability. It enables sophisticated data transformations across any data type, offering auto-scaling and parallel processing of multistage, language-agnostic pipelines with data versioning and lineage tracking. The software handles new data incrementally, avoiding unnecessary reprocessing, and serves as a powerful CI/CD (Continuous Integration/ Continuous delivery) engine for data. It addresses various machine learning and large-scale data transformation use cases, including NLP, image/video processing, genomics analysis, IoT stream processing, and risk analysis. The architecture supports diverse data sources and provides tools for pipeline automation, data versioning, and generating actionable insights.
Develop, train, and optimize AI models securely and efficiently
HPE Machine Learning Development Environment is a model development and training software designed to empower ML engineers and data scientists by accelerating their time to production while eliminating the associated complexity and cost barriers. By providing a comprehensive model training solution, HPE enables practitioners to focus on innovation rather than managing IT infrastructure. Key features include state-of-the-art distributed training, advanced hyperparameter tuning, automatic experiment tracking, and built-in resource management. With seamless integration with popular ML tools and support for both cloud and on-premises deployments, HPE Machine Learning Development Environment offers unparalleled scalability while significantly reducing training time and enhancing model accuracy.
Simplify model deployment and accelerate model production timelines
HPE Machine Learning Inference Software offers the most complete, secure experience for AI/ML model deployment that is designed to simplify and control the deployment, management, and monitoring of machine learning models at enterprise scale. HPE's Machine Learning Inference Software enhances open-source frameworks, tailoring them for seamless model deployment with optimized techniques, minimal dependencies, and easy installation/upgrades. It expedites model production in a controlled, cost-efficient manner and simplifies model deployment with abstracted Kubernetes complexities. Employ standardized deployment methods and precise version tracking for seamless model management.
