Data Prep for AI With Dataiku

Understand Projects
at a Glance

Get a visual representation of your data pipelines with the Dataiku Flow. It is the central space for coders and non-coders alike to view and analyze data, join and transform data, and even build predictive models, work with GenAI, and more.

The Dataiku Flow creates governance, recording every step of the data pipeline so you can explain transformations to stakeholders with confidence. Automatic versioning and a timeline of recent actions make it simple to review or revert specific changes.

Save Time With GenAI-Powered Data Preparation

With GenAI powered assistants , simply describe data preparation steps, and Dataiku executes! Prompts become either documented data preparation steps or visual recipes, which means the results are easy for everyone to review (no black box).

For data scientists that want to accelerate tasks, or analysts breaking into the world of code, Dataiku also offers Generative-AI powered code assistants to generate and explain code in VS Code and Jupyter Notebooks.

Modify Data Faster
With 100+ Built-in Transformers

The powerful prepare recipe includes 100 built-in data transformers for common data manipulations like binning, concatenation and strings manipulation, currency and date conversions, geo-enrichment, and reshaping.

When it comes to transforming raw data, Dataiku even suggests relevant functions for you based on the data’s type and values, taking the time-consuming work out of data preparation.

For custom transformations, write formulas using a spreadsheet-like expression language or Python code for ultimate flexibility. Reduce errors and rework by applying transformations to a data sample before applying them to your entire dataset.

Make Advanced Techniques Accessible

Dataiku offers a wide variety of functions and tools to parse and enrich specialized data types such as geospatial data, time series, images, and text with additional metadata and structure.

Examples include geo joins and geocoding, time series resampling, text vectorization, a managed framework for image and text annotation, and much more.

Unify Teams From Data Prep to Deployment

From building machine learning (ML) models to deploying applications, Dataiku offers a complete solution for everything that comes after data prep, too.

Unite everyone in a central platform so that you don’t miss a beat when your data project moves into the next step of the process. Give teams full visibility of what’s occurred to data and get everyone on the same page.