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Transforming Text to SQL: Harnessing OpenAI for Efficient Data Insights
Event details
AI expert Rob Kerr will delve into the innovative realm of transforming text into SQL queries using Azure OpenAI's advanced capabilities. He'll explain the challenges and methodologies involved in developing a robust text-to-SQL solution, emphasizing the integration of natural language processing (NLP) and machine learning techniques.
Through practical examples Rob will demonstrate how Azure OpenAI's technology can streamline data extraction and query generation, empowering businesses to unlock valuable insights from unstructured textual data with unprecedented efficiency and accuracy. Join us to learn about the future of data analytics through the fusion of AI-driven text understanding and database querying.
You will learn:
The fundamentals of text-to-SQL transformation using OpenAI technology
How to apply various techniques such as Prompt Engineering, Model Fine-Tuning and Retrieval Augmented Generation
Techniques for integrating natural language processing (NLP) with SQL query generation
How to overcome challenges in interpreting and structuring unstructured text data
Rob Kerr is Vice President - Artificial Intelligence at DesignMind. He is a well-known leader in technology consulting, IT management, and software engineering circles. Rob has served in consulting roles with startup and Fortune 1000 companies, and is a Microsoft Certified Azure Solutions Architect, AI Engineer and Data Scientist.