# Intermediate SQL Querying with AI
This is a DataCamp course: Build SQL skills by writing AI prompts that generate queries for sorting, grouping, filtering, and categorizing data.
## Course Details
- **Duration:** ~3h
- **Level:** Beginner
- **Instructor:** Jasmin Ludolf
- **Students:** ~19,440,000 learners
- **Subjects:** SQL, Data Manipulation, Data Science and Analytics
- **Content brand:** DataCamp
- **Practice:** Hands-on practice included
- **Prerequisites:** Introduction to SQL Querying with AI
## Learning Outcomes
- SQL
- Data Manipulation
- Data Science and Analytics
- Intermediate SQL Querying with AI
## Traditional Course Outline
1. 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.
2. 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.
3. 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.
## Resources and Related Learning
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Course
Intermediate SQL Querying with AI
BasicSkill Level
Updated 03/2026SQLData Manipulation3 hr11 videos35 Exercises2,900 XPStatement of Accomplishment
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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.Prerequisites
Introduction to SQL Querying with AI1
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.
2
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.
3
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.
Intermediate SQL Querying with AI
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FAQs
Is coding experience required for this AI-assisted SQL course?
No coding experience is needed. This beginner-level course teaches you to write prompts that generate SQL code, so you learn SQL concepts through AI-guided practice.
What SQL concepts will I be able to use after completing this course?
You will be able to sort with ORDER BY, group with GROUP BY, filter with WHERE, use aggregate functions like AVG and SUM, apply HAVING clauses, and write CASE expressions.
How does this course differ from a traditional SQL course?
Instead of writing SQL manually, you learn to craft effective prompts that generate SQL queries. This develops both your prompting skills and your understanding of SQL logic.
What should I complete before enrolling?
You should complete Introduction to SQL Querying with AI first. That course provides the foundational skills this intermediate course builds upon.
Does the course cover conditional logic in SQL?
Yes. Chapter 3 teaches you to use HAVING clauses for filtering grouped data and CASE expressions for creating new categories based on conditions within your queries.
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