Webinar On Demand
Dynamic Data, Infinite Possibilities: Exploring the Role of Streaming Data in Generative AI
Recorded July 20, 2023
View a Complimentary Live Webinar Sponsored by Redpanda
The rapid evolution of streaming data technologies has brought forth a new era of possibilities for generative artificial intelligence (AI) systems. In this webinar, we’ll look at the relationship between streaming data and generative AI, exploring how dynamic data sources unlock infinite possibilities for creative and intelligent machines.
Streaming data, characterized by its continuous and real-time nature, presents a wealth of opportunities for generative AI algorithms. By seamlessly ingesting data as it arrives, these algorithms gain access to an ever-evolving stream of information, enabling them to adapt and respond to changing patterns and trends. This real-time feedback loop empowers generative AI systems to generate highly contextual and relevant outputs, whether in natural language, images, music, or even virtual environments.
From this session you will learn:
Various applications of streaming data in generative AI
How streaming data facilitates the training and refinement of generative models
The challenges associated with processing and analyzing streaming data (data quality, data volume, real-time computational requirements, etc.)
Senior Developer Advocate, Redpanda
Dunith has a passion for designing, building and operating large-scale real-time event-driven architectures. With over 10 years of experience, he enjoys sharing his knowledge through blogging, videos, and public speaking. Currently, Dunith serves as a Senior Developer Advocate at Redpanda, where he spends most of his time educating developers on how to build event-driven applications with Redpanda.