Generative AI for Data Analysts: From Basics to AI-Powered Workflows

About this path

This learning path is built from a YouTube playlist by Tech Classes. It starts with the basics of generative AI and prompt engineering, then moves into specific prompting techniques like zero-shot, few-shot, and chain-of-thought. Later lessons show how to apply these skills to real data analysis tasks, such as building workflows, generating project ideas, and writing code with AI. The path is practical and hands-on, suitable for beginners and working analysts who want to speed up their daily work.

What you will learn

• Understand what generative AI is and how data analysts use it
• Explain the importance of prompt engineering and its core building blocks
• Apply different prompting techniques like zero-shot, few-shot, chain-of-thought, interview pattern, and persona pattern
• Use a data analysis framework to give AI context about your data
• Generate data analyst project ideas and build data analytics workflows with ChatGPT
• Use AI to write SQL queries and Python code with fewer errors

Who this is for

Beginners who want a structured free introduction before deeper practice.

Curriculum