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Home/Tasks/Cloudera AI
Cloudera AI logo

Cloudera AI

Build, deploy, and govern all types of AI across all your data with enterprise-grade security and scalability.

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Model TrainingModel Deployment
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About Cloudera AI

Cloudera AI is an enterprise-grade platform designed for building, deploying, and governing AI models, including traditional ML, GenAI, and agentic AI. It offers secure, scalable, and governed AI development across hybrid environments, ensuring data and model privacy from concept to deployment. The platform provides low-code to full-code flexibility to accelerate AI development. Key components include AI Workbench for rapid application building, AI Studios for GenAI development, AMPs (Accelerators for Machine Learning Projects) for ready-to-deploy solutions, AI Assistants for enhanced productivity, and an AI Inference service for autoscaling and monitoring. It supports NVIDIA NIM for optimized LLM deployment, ensuring lower latency and higher throughput. Cloudera AI integrates with Cloudera Data Engineering and Cloudera Data Warehouse, providing a consistent experience across cloud and on-premises environments.

Core Capabilities

Cloudera AI is an enterprise-grade platform designed for building, deploying, and governing AI models, including traditional ML, GenAI, and agentic AI.

Main Tasks

Model Training

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Model Deployment

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AI Application Development

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Data Governance

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Inference Serving

Explore all tools that specialize in inference serving. This domain focus ensures Cloudera AI delivers optimized results for this specific requirement.

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Model Monitoring

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Decision Summary

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MLOps PlatformAI Development Platform
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API available
Web-first workflow
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Core Tasks

  • Model Training
  • Model Deployment
  • AI Application Development
  • Data Governance
  • Inference Serving
  • Model Monitoring

Target Personas

MLOps PlatformAI Development Platform

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