Querying Data with Generative AI

Querying Data with Generative AI
Instructor: Mihaela Danci

Generative AI is transforming how data professionals work with databases. This course will teach you how to use prompting techniques to generate complex SQL queries, identify performance bottlenecks, and implement security best practices.

What you’ll learn

One challenge when working with Generative AI is generating reliable SQL queries while protecting sensitive information. In this course, Querying Data with Generative AI, you’ll learn to generate, optimize, and secure SQL queries using prompting techniques.

First, you’ll explore generating queries from natural language using techniques like zero-shot prompting, chain-of-thought, and task decomposition. Next, you’ll discover how to optimize query performance using tree-of-thoughts and self-consistency to identify bottlenecks and compare multiple solutions. Finally, you’ll learn how to secure queries, generate test cases, and verify queries safely.

When you’re finished with this course, you’ll have the skills and knowledge of prompting needed to accelerate SQL development while ensuring quality, performance, and security.

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