Sergey Olontsev

This session explores how semantic layers serve as the essential bridge between business language and data systems, creating a common understanding of enterprise data while providing consistent representation of business facts for both humans and AI applications. We'll examine what semantic layers are, how to create one effectively, and how they enable business users and GenAI tools to understand complex data relationships, make natural language queries, and generate more accurate analytical insights.

Unlock the potential of your local SQL Server Data Warehouse by integrating it with a powerful AI assistant. In just 20 minutes, we’ll walk through the process of adding an intelligent, conversational layer to your data warehouse using a local open-source LLM (Large Language Model) and a simple stored procedure. You’ll learn how to create a robust Q&A functionality that can effortlessly interpret and respond to natural language queries, transforming the way you interact with your data. Join me for a hands-on session where we’ll explore the capabilities of this AI-driven approach and see it in action.

Let's dive into the often-overlooked complexities of data migration, shedding light on the real-world problems that professionals like you and I face. Data migration isn't just about moving data from A to B; it's a journey filled with unexpected challenges and requires innovative solutions. From my personal experience, I've encountered numerous obstacles, learning crucial lessons at every turn. We'll explore effective strategies for smooth data transfers, identify common issues that may arise, and discuss practical solutions to overcome them. This will offer you a clearer understanding of potential pitfalls and how to navigate them successfully. This session is designed for those looking to enhance their data migration skills and avoid common mistakes in their next migration project.

Database refactoring could be tricky sometimes. To learn more about it come to my session, where I will tell you about different situations and scenarios I've came across during the last 10 years. I will share my experience; traps, you easily can get into, and what solutions did I choose to come...