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Expert Best Practices: Moving from Predictive to Generative AI

October 21, 2024

Prerequisite: None

Laura Madsen

Co-Founder & Chief Blow-Stuff-Up Officer

Moxy Analytics

The rapid evolution of artificial intelligence (AI) technologies has revolutionized the way organizations leverage data to drive innovation and efficiency. Transitioning from predictive analytics to generative AI marks a significant leap, necessitating robust data management foundations to ensure success. This talk delves into the critical data management principles and practices required to facilitate this transformation.

Generative AI, with its ability to create novel content and solutions, demands a more sophisticated data management approach. This session will cover the enhanced data requirements for generative AI, including the necessity for large-scale, high-quality data sets, diverse data sources, and advanced data preprocessing techniques.

Attendees will gain a comprehensive understanding of the foundational data management practices required to navigate the complexities of transitioning from predictive analytics to generative AI, empowering them to harness the full potential of AI-driven innovation in their respective domains.

You Will Learn

  • The importance of integrating diverse data sources
  • How to ensure data consistency and reliability
  • Practical insights and case studies that illustrate how effective data management underpins the development, deployment, and ethical operation of generative AI systems

Geared To

  • Chief data and AI officers
  • Data leaders
  • Project managers

Agenda Key

  • Analyst Insights: the latest trends and research delivered by TDWI analysts.
  • Expert Best Practices: experts, with in-the-trenches expertise, focus on best practices and successful real-world applications
  • Curated Case Studies: case studies, delivered by experts in the field, with a focus on actionable takeaways
  • Tech-in-Action: moderated technology demos and case study sessions that enable attendees to assess all the latest AI applications and technologies
  • Workshop: Interactive session where leaders come together with peers, with an expert facilitator, to discuss common challenges and proven best practices

Register Online

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TDWI Modern Data Leader's Summit Orlando: Modern Analytics

Rosen Centre Hotel
9840 International Drive
Orlando, Florida 32819
October 21–23, 2024