What is Dataiku?
Dataiku is a collaborative data science and machine learning platform that enables teams of data scientists, analysts, and engineers to work together on data projects. Dataiku provides a unified environment for data preparation, feature engineering, machine learning model development, and deployment, as well as tools for collaboration, version control, and project management.
What are the features of Dataiku?
Dataiku offers a range of features that support the entire data science and machine learning workflow:
- Data preparation: Import, clean, and transform data using a visual interface or code.
- Feature engineering: Create and manage features for machine learning models.
- Model development: Build, train, and evaluate machine learning models using a wide range of algorithms and pre-built templates.
- Deployment: Deploy models to production with monitoring and version control.
- Collaboration: Share workspaces, notebooks, and projects with team members and stakeholders.
- Scalability: Scale your projects on cloud-based infrastructure or on-premises hardware.
Resources on Dataiku:
To learn more about Dataiku and its features, you can explore the following resources:
- Dataiku official website
- Dataiku Academy
- Getting Started with Dataiku
- Saturn Cloud for free cloud compute