Visual Machine Learning and Modeling in Dataiku

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  • Automated
    machine learning
  • Deep learning
    at your fingertips
  • Fully production
    ready
  • Automated
    machine learning
  • Deep learning
    at your fingertips
  • Fully production
    ready
Product screenshot showing machine learning models and their respective accuracies on a visual UI interface

Automated machine learning

  • Automatic features engineering, generation and selection to use any kind of data in your models.
  • Optimize your model hyperparameters using various cross validation strategies.
  • Compare dozens of algorithms from Dataiku interface, both for supervised and unsupervised tasks.
  • Get instant visual insights from your model (variables importance, features interactions or parameters), and assess model’s performance through detailed metrics.
Product screenshot showing how to set the architecture of a deep learning model

Deep learning at your fingertips

  • Define your model architecture and personalize training settings.
  • Support for Keras, Tensorflow backend, integrate with Tensorboard, and scale model training using GPU.
  • Automatically handle images, including features extraction.
  • Use pretrained models right from Dataiku interface
Product screenshot showing the visual UI to leverage machine learning models

Use visual UI or code to leverage the latest ML technologies

  • The visual machine learning in Dataiku leverages state-of-the-art machine learning libraries: Scikit-Learn, MLlib, XGboost.
  • Create, train and deploy advanced custom ML models using Python or R.
  • Integrate any external machine learning library accessible through code APIs.
Product screenshot showing the visual UI to assess machine learning models

Fully production ready

As soon as your model is built and assessed, instantly:

  • Use it for batch scoring within your data workflow.
  • Deploy it as a real-time prediction service (REST API).

  • Manage your model lifecycle: deploy new versions, retrain previous versions and rollback to any secure version in just one click.
  • Control your model's performance over time with a feedback loop.