Generative AI for Data Analysts: Prompt Engineering and AI-Powered Workflows

About this path

This learning path is built from the Tech Classes YouTube playlist 'Generative AI for Data Analyst Full Course 2025'. It starts with the fundamentals of generative AI and its role in data analysis, then covers prompt engineering principles and techniques. You'll learn how to craft effective prompts, use zero-shot, few-shot, chain-of-thought, interview pattern, and persona pattern prompting. Later lessons show how to apply these skills to real data analysis tasks, including setting up a data analysis framework, generating project ideas, and writing SQL and Python with AI assistance. The path is suitable for beginners, career switchers, and working professionals who want to speed up and improve their data analysis work.

What you will learn

• Understand what generative AI is and how data analysts use it
• Learn the fundamentals of prompt engineering and why it matters
• Apply different prompting techniques like zero-shot, few-shot, and chain-of-thought
• Use AI to build a data analysis framework and generate project ideas
• Automate data analytics workflows and write SQL and Python with AI assistance

Who this is for

Beginners who want a structured free introduction before deeper practice.

Curriculum