Dataiku
Dataiku is an enterprise-grade data science and machine learning platform designed for collaboration across technical and non-technical teams. It supports the full data project lifecycle, from preparation to deployment, with both visual and code-based interfaces.
Key Features
Visual Workflows: Drag-and-drop interface for data wrangling, feature engineering, and modeling.
Code Flexibility: Supports Python, R, SQL, and Scala for advanced users.
AutoML Capabilities: Automates feature selection, model training, and hyperparameter tuning.
MLOps Tools: Built-in support for deployment, monitoring, and retraining of models.
Big Data & Cloud Integration: Connects with Hadoop, Spark, Snowflake, AWS, Azure, and GCP.
Example Use Cases
Democratizing AI across business and technical teams
Building predictive models with minimal code
Scaling AI projects across the enterprise
Managing end-to-end ML pipelines