AI Vibe Coding for SQL
About This Course
AI Vibe Coding for SQL equips learners with practical skills to design, query and manage relational databases using natural-language instructions and AI coding assistants. Participants will learn how to translate business and application requirements into database structures and working SQL statements without having to write every command manually.
The course covers essential SQL concepts, including tables, relationships, data types, primary and foreign keys, data insertion, filtering, sorting, joins, aggregation and subqueries. Learners will use AI-assisted workflows to generate, explain, refine and optimise SQL queries for common data management and reporting tasks.
Through hands-on exercises, participants will create relational database schemas, import and organise data, perform CRUD operations and connect databases to applications and interactive dashboards. They will also apply AI tools to troubleshoot query errors, identify data-quality issues and recommend improvements to database performance.
Emphasis is placed on validating AI-generated SQL for accuracy, efficiency and security. By the end of the course, participants will be able to use AI Vibe Coding techniques to develop database solutions, analyse structured data and produce meaningful reports that support business and application needs.
What You'll Learn
LO1 - apply data modeling
LO2 - apply data processing and analysis
LO3 - apply data aggregation and transformation.
LO4 - perform data mapping to data warehouse
Course Outline:
Topic 1: AI-Assisted SQL Data Modelling and Database Design
Topic 2: SQL Data Processing, Querying and Analysis
Topic 3: SQL Data Aggregation and Transformation
Topic 4: Data Mapping, Warehousing and Dashboard Developm
Entry Requirements
Knowledge and Skills
- Able to operate using computer functions
- Minimum 3 GCE ‘O’ Levels Passes including English or WPL Level 5 (Average of Reading, Listening, Speaking & Writing Scores)
Attitude
- Positive Learning Attitude
- Enthusiastic Learner
Experience
- Minimum of 1 year of working experience