Cloudera AI (formerly Cloudera Machine Learning) is a comprehensive cloud-native service designed for enterprise data science teams. It facilitates collaboration across the entire data lifecycle, providing secure access to data pipelines, scalable compute resources, and preferred tools. The platform streamlines the process of operationalizing analytics at scale and integrates advanced capabilities such as retrieval-augmented generation (RAG), multi-agent workflows, and Accelerators for ML Projects (AMPs).

Key Features

End-to-End Collaboration Enables seamless teamwork throughout the data science process

• Secure, trusted data pipelines
• Scalable compute resources
• Integration with preferred tools

Advanced AI Capabilities Incorporates cutting-edge technologies for enhanced productivity

• Retrieval-augmented generation (RAG)
• Multi-agent workflows
• Accelerators for ML Projects (AMPs)

MLOps Integration Streamlines model deployment and management

• One-click model deployment
• Automated model cataloging
• Granular prediction monitoring

Benefits

Increased Efficiency Accelerates time-to-value for AI initiatives

• Pre-built reference examples with AMPs
• Integrated environment for data exploration and visualization
• Streamlined operationalization of analytics at scale

Enhanced Governance Ensures compliance and security across AI workloads

• Extended SDX for model governance
• Automated model cataloging
• Seamless result sharing across Cloudera Data Services

Flexible Deployment Offers versatility in implementation

• Multi-cloud ready to avoid vendor lock-in
• On-premises option for cost-effective resource optimization
• Consistent experience across deployment options