Intermediate SQL with AI

Overview

Build SQL skills by writing AI prompts that generate queries for sorting, grouping, filtering, and categorizing data. Learn SQL with an AI Assistant This comprehensive course helps you build your SQL skills using AI as your coding assistant.

Built for learners looking to develop their SQL and AI skills, this course will teach you to write clear prompts that generate useful queries that help you explore and analyze your data. You'll gain practical experience organizing information, implementing filters, and applying conditional logic to answer business questions.

Sort and Summarize Your Data You'll start by developing prompting strategies that guide AI assistants in implementing ORDER BY and GROUP BY operations to structure and categorize your data. You'll practice adding an analytical layer to your grouped results using aggregate functions like AVG, SUM, MIN, and MAX.

Filter and Refine Your Results Next, you'll learn filtering techniques with WHERE clauses through AI-generated queries and explore comparison operators, logical conditions, and pattern matching with wildcards. You'll also handle missing data scenarios and craft prompts that generate targeted queries to find exactly what you need.

By the end, you'll confidently combine AI assistance with your analytical thinking to tackle complex data challenges.

Syllabus

• Grouping and Summarizing Data with AI
Organize and analyze your data using AI-powered ORDER BY and GROUP BY queries. Learn to sort results, segment data, and extract key summarized metrics with aggregate functions like AVG, SUM, MIN, and MAX. You'll develop prompting skills to transform raw data into meaningful insights.
• Filtering Data with AI
Filter and refine your data with AI-generated WHERE clauses. Starting with comparison operators and logical conditions, you’ll explore pattern matching with wildcards and handle missing data scenarios. You’ll develop skills in crafting prompts that generate targeted queries to find the data you need.
• Conditional Logic with AI
Enhance your prompts and queries with AI-driven conditional logic and refined filtering techniques. Learn how to filter grouped data by applying conditions after aggregation with HAVING clauses, and create new categories by applying conditions within groups using CASE expressions.

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Taught by

Jasmin Ludolf

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Subjects

Programming