Operationalization and Deployment: Building Production-Ready AI Projects

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Presented by

Alexandre Hubert, Lead Data Scientist, Dataiku

About this talk

How to build production-ready data science projects? How to transition from a design to a production environment? Designing and validating models is only one part of a whole data science project. And today production issues are the main reason many companies fail to see real benefits come from their data science efforts. During this webinar, we will first understand what « to go into production » means and then consider actionable steps to build production-ready data science projects: 1. Operationalisation: why is it important? 2. Challenges from design to production 3. Building production-ready AI projects
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Dataiku is the platform for Everyday AI, enabling data experts and domain experts to work together to build data into their daily operations, from advanced analytics to Generative AI. Together, they design, develop and deploy new AI capabilities, at all scales and in all industries. Organizations that use Dataiku enable their people to be extraordinary, creating the AI that will power their company into the future. More than 600 companies worldwide use Dataiku, driving diverse use cases from predictive maintenance and supply chain optimization, to quality control in precision engineering, to marketing optimization, Generative AI use cases, and everything in between.