Querying Data with Generative AI
Offered By: Pluralsight
Course Description
Overview
By integrating AI services into your workflow, you can significantly enhance your productivity and data analysis skills.
This course will teach you how to use ChatGPT and Claude to efficiently generate, evaluate, and optimize SQL queries.
Writing efficient and accurate SQL queries can be both challenging and time-consuming. In this course, Querying Data with Generative AI, you’ll learn to leverage GenAI services to generate, evaluate, and optimize SQL queries. First, you’ll explore how to create effective prompts for generating accurate SQL queries while handling various data types, filtering conditions, and aggregations. Next, you’ll discover techniques for managing complex SQL components such as joins. Finally, you’ll learn how to optimize queries by considering factors such as indexing, partitioning, and query plan analysis. When you’re finished with this course, you’ll have the skills and knowledge of AI-assisted SQL query generation needed to streamline your workflow and enhance query performance.
This course will teach you how to use ChatGPT and Claude to efficiently generate, evaluate, and optimize SQL queries.
Writing efficient and accurate SQL queries can be both challenging and time-consuming. In this course, Querying Data with Generative AI, you’ll learn to leverage GenAI services to generate, evaluate, and optimize SQL queries. First, you’ll explore how to create effective prompts for generating accurate SQL queries while handling various data types, filtering conditions, and aggregations. Next, you’ll discover techniques for managing complex SQL components such as joins. Finally, you’ll learn how to optimize queries by considering factors such as indexing, partitioning, and query plan analysis. When you’re finished with this course, you’ll have the skills and knowledge of AI-assisted SQL query generation needed to streamline your workflow and enhance query performance.
Syllabus
- Writing Prompts for ChatGPT and Claude 15mins
Taught by
Mihaela Danci
Related Courses
Introduction to DatabasesMeta via Coursera Web Development
Udacity Introduction to Data Science
University of Washington via Coursera Datenmanagement mit SQL
openHPI Sabermetrics 101: Introduction to Baseball Analytics
Boston University via edX