Dataiku
Your Path to Enterprise AI

Dataiku is the platform democratizing access to data and
enabling enterprises to build their own path to AI.

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Connect, clean, & wrangle data

Dataiku allows you to seamlessly connect to your data no matter where it’s stored or in what format:

  • SQL databases
  • NoSQL databases
  • Hadoop & Spark supported distributions
  • Hadoop file formats
  • Remote data sources
  • Cloud object storage
  • Custom data sources

That means easy access for everyone - whether technical or not - to the data they need. Plus, data preparation is easier with Dataiku thanks to interactive data cleaning; integrated advanced processors; Python, R, and SQL interactive notebooks; drag-and-drop-insights; and built in or custom charts. 

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machine learning

Dataiku offers the latest machine learning technologies all in one place, including:

  • Automated machine learning (AutoML) - choose between several ML backends to train models.
  • Deep learning, including support for Keras with Tensorflow backend.

Data scientists can focus on what they do best: building and optimizing the right model for the use case at hand.

 

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model deployment

Getting machine learning models from development into production is one of the most difficult tasks facing businesses today (and obstructing the path to Enterprise AI). With Dataiku, it's easy:

  • Deploy to production in one click
  • Deploy on the cloud with Kubernetes
  • Deploy as an API: visual models, custom Python or R models, custom Python or R functions or SQL queries

Plus, robust monitoring features allow for a model feedback loop to avoid undesired changes over time.

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automation

When it comes to streamlining and automating workflows, Dataiku allows data teams to put the right processes in place to ensure models are properly monitored and easily managed in production.

Automation features include the possibility to:

  • Trigger the execution of your data flows and applications on a scheduled or event-driven basis
  • Track the status of production scenarios
  • Keep track of the dependencies between datasets
  • Use dedicated Dataiku Automation nodes for production pipelines
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Try Dataiku Free

Download the free edition of Dataiku (yours forever) or start a free hosted 2-week trial. Or compare all of the editions of Dataiku side-by-side.

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governance & security

Dataiku makes data governance easy, bringing enterprise-level security with fine-grained access rights and advanced monitoring for admins or project managers:

  • User profiles
  • Role-based access (fine-grained or custom)
  • Authentication management
  • Enterprise-grade security
  • Resources management
  • Platform management
  • Customer data protection policies and external regulations compliance
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for everyone in the data-powered organization

Dataiku was designed from the ground up with collaboration in mind. From knowledge sharing to change management to monitoring, data teams - including scientists, engineers, analysts, and more - can work faster and smarter together:

  • Shared platform
  • Version control
  • Knowledge management and sharing
  • Team activity monitoring

 

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