Dataiku, the platform for Everyday AI, today announced it will exhibit at this year’s GITEX under the theme, Maximising Business Value with AI: Scaling Across the Organisation. At a time when the region is displaying a notable uptick in the adoption rates of a range of AI technologies, Dataiku will use GITEX as a platform to showcase how it enables organisations to reap the maximum rewards from their AI investments by making AI accessible to users with varying skill sets and roles.
Dataiku’s GITEX focus will be its recently updated eponymous flagship platform. Dataiku 12 offers integration with OpenAI’s ChatGPT, allowing business users to incorporate the tool’s learning models into their native data projects by extending datasets and performing tasks using a visual interface and natural-language prompts.
Version 12 also prioritises transparency and trust in project outputs, eliminating black box tendencies in AI through Transparent Automated Feature Generation. It introduces Causal Machine Learning, ML to guard against the common analytical error of confusing correlation with causation, which can cause many different kinds of damage to the business and other stakeholders. Dataiku democratises these capabilities, ensuring that anyone building ML models can understand the source of results.
Transparency continues with Universal Feature Importance, which solves the problem some ML models have in offering limited explanations for decisions. Such models undermine trust with stakeholders and slow the path to AI maturity. The latest version of the platform also allows users to override a model, in acknowledgement of the need for human oversight. Additionally, Model Risk Project Views allows business leaders and analysts to discover and mitigate risks in AI projects.
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