Dynamic Data, Infinite Possibilities: Exploring the Role of Streaming Data in Generative AI

Recorded July 20, 2023

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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.)