Dataiku for Data Analytics
Make the Move to Modern Analytics
The Platform for Modern Analytics
Make the Move to AI-Ready, Cloud-Based Technology
Dataiku is the cloud-first, collaborative solution for modern analytics that gives teams a single, shared environment for the entire lifecycle of data, analytics, and AI projects.
With Dataiku, teams work in a safe and governed environment and leverage investments in the latest cloud data, cloud computing, and Generative AI technology to drive more projects and value.
Seamlessly Connect to Cloud Data
From Leading Providers
Despite rise of cloud data sources and warehouses, many teams still can’t easily access data, or they need serious SQL skills that many don’t have. With Dataiku — the modern, end-to-end platform — teams can seamlessly connect to every data source in one place, regardless of size, shape, or location.
As the platform for modern analytics, Dataiku integrates with AWS, Azure, GCP, Snowflake, and Databricks computing to take full advantage of cloud resources. Utilize Dataiku’s pushdown capabilities to run workloads on the cloud to save time and money.
Increase Collaboration
Bring the Team Together
Dataiku’s cloud-first platform enables everyone to work in a shared environment with built-in collaboration, including project wikis, discussion boards, and shared projects, so teams can do more together — no matter where they are.
Take advantage of the powerful data catalog for teams to share datasets so everyone can easily access the best data without starting from scratch every time.
Uplevel Data Preparation
With Visual Recipes and Automation
Empower analytics teams to connect, cleanse, and prepare data for analytics projects at scale. Increase efficiency 20-30x thanks to 100+ built-in data transformations, a familiar tabular view, automation, Generative AI-enhanced data prep, and much more.
If you have team members that would rather code than click, they can create code recipes using familiar languages such as Python, R, and SQL. One of the benefits of data preparation in Dataiku is that business and technical users can easily collaborate from a single location.
Advanced Analytics and ML
Go Further and Faster
Dataiku provides automatic profiling of columns, including the counts and distribution of values, top values, outliers, invalids, and summary statistics. Data quality indicators and shading for each column provide instant visual cues for missing or invalid values.
Dataiku includes a broad range of statistical tests and analyses, including univariate / bivariate / multivariate analyses, fit curves and distributions, location and distribution tests, and time series-specific analyses. A smart assistant helps uncover meaningful patterns by automatically exploring your data for interesting relationships, which are visualized through box-plots, 2D and 3D scatterplots, heat maps, correlation matrices, line charts, and more.
Upskill your teams with visual AutoML, empowering them to create ML models — no code required. Built-in explainability features and other guardrails help citizen data scientists interpret model behavior and outputs.
State of the Art Data Quality
Say Goodbye to Constant Manual Monitoring
With Dataiku, you gain a visual and permanent understanding of your data quality issues.
- By default, the explore view for a dataset shows a data quality bar, which shows which rows are valid for their meaning.
- Discover data quality on your whole dataset or choose sampling for the best performance in interactive exploration.
- Stay ahead with automated workflows and real-time monitoring for proactive improvements.
- With data quality rules, experience a new and improved way to proactively monitor data quality issues. Anyone from data engineers to analysts can quickly set up checks for certain parameters.
Decrease IT Burden
Increase Transparency and Oversight
Dataiku stores data in the cloud instead of on desktops. This means data is encrypted, backed up regularly, and protected from unauthorized access. Manage risk and ensure compliance with internal controls and external regulations.
Analyze large datasets in the cloud for much faster results than analyzing the same datasets on desktop machines. Take advantage of accelerated computing resources, such as GPUs, to further improve the performance of analytics workloads.
Dataiku easily integrates with new data sources and systems making it easy for organizations to analyze new data quickly and gain insights. You have the flexibility to work with an ever-changing set of data sources, infrastructure providers, and AI algorithms.
Go Further With Generative AI
Real and Safe Generative AI at Enterprise Scale
Switch to one central platform that can enable enterprise-grade Generative AI applications while addressing concerns related to cost management, compliance, and technological dependencies.
Whether you're looking to use Generative AI for data preparation, help coding, or to explain projects, Dataiku's AI Assistants not only improve efficiency, but also may improve the quality of the overall finished product.
Harness the power to build general Generative AI solutions, as well as scale when you’re ready.
Dataiku is technology-agnostic with deep integration into leading cloud and Generative AI systems.
Dataiku includes visual tools like pre-built NLP recipes and a prompt engineering studio built on Dataiku's LLM Mesh so teams can safely employ the power of LLMs and create real business applications at scale without needing to code.
Next Steps
Dataiku for Data Analytics
Learn more about the cloud-first, collaborative solution for modern analytics.
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