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Machine Learning Open Studio Users
ML Studio (generic tasks)
Data Analytics Data scientists AI ArchitectsNon AI Engineers
ML Beginners ML Experts
- Data cleaning
- Data transformation
- Model training
- Prediction
- Data visualization
Jupyter Kernel + AutoML + Job Analytics
- Build your pipeline locally using your favorite kernel
- Transform and Scale your pipeline using Proactive
kernel
- Optimize your model hyperparameters using AutoML
- Evaluate and compare your different models using Job
Analytics
Automation Dashboard +
Resources Manager
- Deploy your Model as a
Service and manage its
lifecycle
- Schedule and monitor end to
end ML pipelines
- Manage and select the
resources adapted for each
pipeline task

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Different usages of Machine Learning Open Studio

  • 1. Machine Learning Open Studio Users ML Studio (generic tasks) Data Analytics Data scientists AI ArchitectsNon AI Engineers ML Beginners ML Experts - Data cleaning - Data transformation - Model training - Prediction - Data visualization Jupyter Kernel + AutoML + Job Analytics - Build your pipeline locally using your favorite kernel - Transform and Scale your pipeline using Proactive kernel - Optimize your model hyperparameters using AutoML - Evaluate and compare your different models using Job Analytics Automation Dashboard + Resources Manager - Deploy your Model as a Service and manage its lifecycle - Schedule and monitor end to end ML pipelines - Manage and select the resources adapted for each pipeline task