SQL AI in a Day

Course Description

SQL AI in a Day develops practical, role-relevant capability in combining SQL querying, data preparation, analysis, and AI-oriented database workflows for practical data-driven decision making. The course connects important platform concepts with implementation decisions, operational controls, and realistic workplace scenarios.

Learners progress through four structured lessons aligned to the current source course focus. The learning path emphasizes accurate configuration or development, secure practices, reliable operations, collaboration, and evidence-based troubleshooting.

By completing the course, learners can apply the skills to role-specific tasks, review results against clear acceptance criteria, and create a practical improvement plan for continued development.

What You Will Learn

• Review relational structures, keys, data types, quality, and analytical requirements
• Write SELECT, filter, sort, aggregate, and join queries for model-ready data
• Identify missing, duplicate, inconsistent, biased, and sensitive data
• Create derived features, categories, time windows, statistics, and reusable query logic
• Use subqueries, CTEs, windows, views, and controlled transformations
• Validate leakage, correctness, granularity, and reproducibility
• Connect SQL data to AI services, notebooks, applications, or analytical workflows
• Store predictions, scores, explanations, and feedback with traceable identifiers

SkillDynamo Training Approach

SkillDynamo delivers this SQL AI in a Day course through instructor-led demonstrations, hands-on exercises, scenario analysis, validation checklists, structured troubleshooting, evidence-based reviews, and a final improvement plan linked to practical workplace outcomes.