关于 Dataiku
Dataiku 是一个端到端的人工智能平台，用于构建和部署机器学习模型。专为数据科学家和业务分析师协作而设计。
标签
#企业#机器学习平台#协作
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Dataiku 核心功能
Visual Data Preparation — Drag-and-drop interface to clean, transform, and enrich data without coding, with support for over 100 connectors.
AutoML — Automated machine learning for building models quickly, including feature engineering, model selection, and hyperparameter tuning.
Collaborative Notebooks — Integrated Jupyter notebooks for data scientists to code in Python, R, or SQL while sharing and versioning work.
Model Deployment & Monitoring — One-click deployment to production with continuous monitoring, drift detection, and retraining capabilities.
Data Governance & Security — Enterprise-grade security with role-based access control, data lineage, and compliance features (GDPR, HIPAA).
Visual ML Pipelines — Build end-to-end pipelines visually, from data ingestion to model scoring, with reusable components.
Explainability & Fairness — Tools to interpret model predictions and assess bias, ensuring transparent and ethical AI.
Dataiku 订阅计划
Free Edition
$0
- Up to 3 users
- Visual data preparation
- AutoML with limited features
- Community support
Enterprise
Custom (check official pricing)
- Unlimited users
- Advanced governance & security
- Model deployment & monitoring
- Priority support & SLAs
- On-premise or cloud deployment
