Vanderbilt University
Generative AI Data Analyst Specialization

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Vanderbilt University

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.

Dr. Jules White

Instructor: Dr. Jules White

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Get in-depth knowledge of a subject
Beginner level

Recommended experience

1 month
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
Beginner level

Recommended experience

1 month
at 10 hours a week
Flexible schedule
Learn at your own pace

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.

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Taught in English
Recently updated!

April 2025

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  • Earn a career certificate from Vanderbilt University
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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

Category: Databases
Category: Data Analysis
Category: Generative AI
Category: Data Visualization
Category: SQL

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

Category: Prompt Engineering
Category: Excel
Category: AI
Category: Data Visualization
Category: ChatGPT

ChatGPT Advanced Data Analysis

Course 310 hours4.8 (713 ratings)

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

Category: Use ChatGPT to read and understand documents
Category: Automate the editing and management of images and video while cataloging it
Category: Amplify your presentations by having ChatGPT critique your slides or other important documents
Category: Automate the extraction of structured data from documents and the creation of other documents and PowerPoint
Category: Visualize complex data trapped in PDFs

Prompt Engineering for ChatGPT

Course 418 hours4.8 (5,263 ratings)

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

Category: Prompt Engineering
Category: prompt patterns
Category: Large Language Models
Category: chain of thought prompting
Category: ChatGPT

Instructor

Dr. Jules White

Top Instructor

Vanderbilt University
40 Courses645,981 learners

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