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Deploy and run AI models with Watson Machine Learning

As part of IBM Watson® Studio, IBM Watson Machine Learning helps data scientists and developers accelerate AI and machine learning deployment on IBM Cloud Pak® for Data. Deploy AI models at scale across any cloud on an open, extensible architecture. With IBM you can:

  • Deploy any models including machine learning and deep learning models and decision optimization models
  • Dynamically retrain models with continuous learning
  • Automatically generate APIs to build AI-powered applications through DevOps
  • Manage and monitor models for model drift, bias and risk
  • Bring any projects into production, including open source, third-party and IBM tools

Unleash the power of Watson AI technologies. Automate the AI lifecycle for ModelOps.
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IBM Watson Studio Premium

Accelerate time to better AI outcomes with IBM Decision Optimization, IBM® SPSS® Modeler and Hadoop Execution Engine.

Watson Machine Learning simplifies and speeds deployment at scale

Moving beyond experimentation and maintaining production-level accuracy of AI models are still big challenges. Watson Machine Learning can accelerate the time to value of any model, with a projected ROI of 459% over three years, with payback in less than six months.¹


find optimizing, sustaining and expanding AI capabilities challenging²


of AI pioneers are investing in the process to train algorithms³

IBM named a Leader in The Forrester Wave™

Read evaluations of the key vendors in predictive analytics and machine learning.

What’s new with Watson Machine Learning

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On-demand webinar: What’s new with data science

See how you can deploy deep learning and ML models anywhere.

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AutoAI playlist: Watson Machine Learning deployment

Watch tech experts in AutoAI videos, take product tours and explore hands-on labs.

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ESG white paper: Predict and Optimize

Read the analyst testing of Watson Studio on IBM Cloud Pak for Data.

Watson Machine Learning in action

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Train and deploy deep learning models for offline optional character recognition (OCR) on mobile and embedded devices in record time.

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Caixa Geral de Depósitos France

Accelerate customer service by delivering faster decisions using an innovative hybrid cloud application enabled by machine learning.

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KIST Europe

Explore how machine learning can automate quality management processes, reduce defect rates and save costs.

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Get started with Watson Machine Learning

What will we deploy together?

See pricing options and the latest news and details to start developing machine learning models today.

Comparison Table

Compare features
  Watson Machine Learning Conventional ML tools
Hybrid multicloud deployment   
Integrated with AutoAI   
Prescriptive analytics solvers   
Visual data science deployment
Access to data preparation
Advanced data refinery   
Dynamic continuous learning   
Neural network search   
1-click open-source deployment   
Automated AI lifecycle mgmt.   
Monitoring and debiasing   
Natural language integration   
Visual recognition service