Supercharging AI with Data Enrichment
Webinar Speaker: David Loshin, President of Knowledge Integrity
Date: Thursday, November 2, 2023
Time: 9:00 a.m. PT / 12:00 p.m. ET
Artificial intelligence has rapidly captured the collective corporate imagination, leveraging advanced algorithmic techniques, natural language processing, and human-computer interaction to ignite transformative change in advanced problem-solving. Base models for generative AI systems are trained to support various applications such as market forecasting, customer behavior predictions, and risk assessments. However, the quality of these models is inextricably linked to the quality and diversity of the data they're trained on.
In this webinar, we explore the pivotal role of data enrichment in molding AI models with a specific focus on the intricacies of how data enrichment contributes to the training processes. Data enrichment, in which existing data sets are infused with additional context and relevant information from trusted third-party sources, helps AI models surpass their current capabilities, enabling them to understand complex nuances and generate contextually attuned responses. A core component of our discussion will revolve around leveraging trusted third-party data sets. We will discuss how integrating these data sets with AI models can lead to a more comprehensive understanding of intricate patterns and a heightened ability to generate insightful outputs.
Attendees will learn about:
- Establishing levels of trust in third-party data sets
- How data curation by domain experts improves data enrichment
- Methods of data enrichment
- The dependence on trusted third-party data for enhancing the quality and relevance of AI model outputs
Antonio Cotroneo is a senior manager, product marketing at Precisely with a focus on the data integrity suite, location intelligence, data integration, and data products. He has spent his career helping people worldwide maximize their data, technology, and analyses to make critical decisions for their customers and community. He currently lives in Charlotte, NC, with his wife and two children.