This Specialization equips you with the skills to become a Generative AI Data Analyst, using ChatGPT to streamline data analysis, automate repetitive tasks, and uncover insights faster. You’ll learn to work with spreadsheets, databases, and unstructured documents—transforming raw data into compelling stories and visualizations. By mastering these AI-powered techniques and prompt engineering, you’ll stand out in a rapidly evolving data landscape and be prepared for the future of analytical work.
Generative AI Data Analyst Specialization
Top instructor
Generative AI Data Analyst Specialization
Become a Generative AI Data Analyst. Learn how to use ChatGPT and generative AI tools to analyze data, automate workflows, and communicate insights with clarity and impact.
Instructor: Dr. Jules White
Included with 
Get in-depth knowledge of a subject
(299 reviews)
Beginner level
Recommended experience
1 month at 10 hours a week
Flexible schedule
Earn a career credential
Share your expertise with employers
Get in-depth knowledge of a subject
(299 reviews)
Beginner level
Recommended experience
1 month at 10 hours a week
Flexible schedule
Earn a career credential
Share your expertise with employers
What you'll learn
Use ChatGPT and generative AI tools to clean, analyze, and visualize data from spreadsheets, databases, and unstructured sources.
Design AI-powered workflows that automate repetitive tasks, uncover insights, and communicate results through compelling data stories.
Write effective prompts tailored for data analysis tasks to enhance the accuracy, speed, and creativity of your AI-assisted work.
Overview
Skills you'll gain
Tools you'll learn
What’s included
Shareable certificate
Add to your LinkedIn profile
Taught in English
17 practice exercises
Specialization - 4 course series
What you'll learn
Transform complex database questions into accurate SQL queries through AI-guided exploration and experimental query generation
Create compelling data visualizations and dashboards without coding, directly from your query results
Implement frameworks like CLUE, TRUST, and CAPTURE to establish context, verify accuracy, and build reproducible analyses
Skills you'll gain
Generative AI, SQL, Data Analysis, ChatGPT, Data Quality, Databases, Exploratory Data Analysis, Interactive Data Visualization, Data Capture, Database Management, Prompt Engineering, Debugging, and Data Visualization
What you'll learn
Explore and Understand Data with ChatGPT: Learn how to efficiently explore, describe, and understand complex datasets with AI assistance.
Automate Data Tasks and Tell Better Stories: Discover how to automate data extraction and craft compelling narratives for impact.
Skills you'll gain
Data Storytelling, Data Analysis, Microsoft Excel, Data Integration, Data Visualization, Generative AI, ChatGPT, Data Transformation, Data Cleansing, Data Quality, Exploratory Data Analysis, Prompt Engineering, LLM Application, and Data Validation
What you'll learn
Automate tasks in your work and life with ChatGPT Code Interpreter
Automate reading and creating PDFs, PowerPoint, Excel, images, video, and more
Skills you'll gain
ChatGPT, Problem Solving, Data Analysis, Information Management, Creativity, Artificial Intelligence, Data Presentation, Data Processing, Automation, Document Management, File Management, and Prompt Engineering
What you'll learn
How to apply prompt engineering to effectively work with large language models, like ChatGPT
How to use prompt patterns to tap into powerful capabilities within large language models
How to create complex prompt-based applications for your life, business, or education
Skills you'll gain
Prompt Engineering, Prompt Patterns, OpenAI, ChatGPT, Productivity, Artificial Intelligence and Machine Learning (AI/ML), Problem Solving, LLM Application, Large Language Modeling, Creative Thinking, Creative Problem-Solving, Artificial Intelligence, and Generative AI
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Frequently asked questions
Learners should have a basic understanding of Excel and SQL, including how to navigate spreadsheets and write simple queries. No programming experience or prior knowledge of AI tools is required.
We recommend starting with these three classes in any order ChatGPT + Excel, Chat with Your Data, or Prompt Engineering for ChatGPT.
Upon completing the Specialization, you’ll be able to use ChatGPT and generative AI tools to clean, analyze, and visualize data from Excel, SQL databases, and unstructured documents. You’ll master prompt engineering to guide AI in exploring datasets, detecting patterns, and generating insights that support data-driven decisions. You’ll also learn how to use AI to summarize trends, predict outcomes, and automate reporting—transforming raw data into actionable intelligence and compelling stories. You’ll also learn how to explore complex datasets, uncover insights, and communicate your findings through compelling narratives—equipping you with the skills to thrive as a modern, AI-enabled data analyst.
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Financial aid available,
¹ Median salary and job opening data are sourced from Lightcast™ Job Postings Report. Content Creator, Machine Learning Engineer and Salesforce Development Representative (1/1/2024 - 12/31/2024) All other job roles (10/1/2024 - 10/1/2025)