Dataiku

Dataiku

Build, govern, and deploy machine learning projects in one collaborative platform.

機械学習プラットフォームDataMachine LearningData ScienceMLOpsEnterprisePaid only

Dataiku is an enterprise AI and machine learning platform that brings data preparation, analytics, model development, deployment, and governance into one collaborative environment. It supports both code-first data scientists and no-code or low-code teams that need to move machine learning projects from experimentation into production.

更新日

2026-08-30

対応プラットフォーム

Web / Cloud / AWS / Azure / Google Cloud

Dataiku
dataiku.com

主な機能

  • Data Preparation

    Clean, transform, explore, and document data in shared project workflows.

  • Model Development

    Combine visual tools with notebooks and code to build and evaluate machine learning models.

  • MLOps Workflows

    Operationalize models with repeatable deployment, monitoring, and lifecycle processes.

  • AI Governance

    Manage access, documentation, standards, and collaboration across governed AI projects.

長所

  • Covers the full data-to-production machine learning lifecycle
  • Supports both code-first and visual workflows
  • Built for collaboration across technical and business teams
  • Includes enterprise governance and operationalization capabilities

注意点

  • Enterprise platform pricing can be significant
  • Full adoption may require training and workflow changes
  • Advanced deployment and governance need careful implementation

おすすめ用途

Data scientists

Prepare data, develop models, and move experiments toward production with code and visual workflows.

Data analysts and business teams

Use low-code and no-code tools to explore data and contribute to machine learning projects without deep programming expertise.

Enterprise AI and MLOps teams

Standardize deployment, monitoring, governance, and collaboration across business-critical AI initiatives.

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