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Vanderbilt University - ChatGPT Advanced Data Analysis 

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ChatGPT Advanced Data Analysis
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Overview

Duration

10 hours

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Mode of learning

Online

Difficulty level

Beginner

Official Website

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Credential

Certificate

ChatGPT Advanced Data Analysis
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Highlights

  • Earn a certificate of completion
  • Add to your LinkedIn profile
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ChatGPT Advanced Data Analysis
 at 
Coursera 
Course details

What are the course deliverables?
  • 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
More about this course
  • ChatGPT Advanced Data Analysis is going to transform tasks by helping amplify your productivity and supporting your creativity. ChatGPT Advanced Data Analysis can help you augment your intelligence and automate tasks, such as:
  • 1. Turning an Excel file into visualizations and then slides inside a PowerPoint presentation; extracting data from a series of PDFs
  • 2. Answering questions about what is in the PDFs, and visualizing the data; automatically determining if a receipt complies with a travel policy captured in a PDF
  • 3. Transforming a document into a training presentation and associated quizzes; reading and reorganizing a set of documents based on what they contain
  • 4. Producing social media and marketing content from a series of documents or video transcripts
  • 5. Automating resizing and editing of videos/images while also cataloging them in a CSV
  • Anyone with ChatGPT Advanced Data Analysis can tap into these capabilities without any prior experience in programming. The course teaches you how to converse with ChatGPT Advanced Data Analysis to accomplish these tasks, how to think about problem solving, and what types of tasks are good fits for the tool. You will learn a wide range of building blocks that you can apply in your own work and life.
  • Large language models respond to instructions and questions posed by users in natural language statements, known as "prompts". Although large language models will disrupt many fields, most users lack the skills to write effective prompts. Expert users, who understand how to write good prompts, are orders of magnitude more productive and can unlock significantly more creative uses for these tools. This course will introduce you to prompt writing skills that target ChatGPT Advanced Data Analysis.
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ChatGPT Advanced Data Analysis
 at 
Coursera 
Curriculum

Introduction to ChatGPT Advanced Data Analysis

Intro: ChatGPT Advanced Data Analysis is a Tool that Builds Other Tools

ChatGPT Advanced Data Analysis vs. ChatGPT

Building Data Visualizations & Creating a Presentation with Them

Breaking the Ice: How to Get Started

Helpful Terms to Know

Pretend ChatGPT Advanced Data Analysis is Your Intern

Document as Knowledge vs. Document as an Object

Doing Work in GPT-4 vs. Python

Solving Wordle with ChatGPT Advanced Data Analysis vs. ChatGPT

Analyzing MLB Stats with Code Interpreter vs. ChatGPT

Code Interpreter Was Renamed "Advanced Data Analysis"

Enabling Advanced Data Analysis (the tool formerly known as "Code Interpreter")

Prompt Engineering

Staying Connected & Learning More

Exercise: Use ChatGPT Advanced Data Analysis to Help You Find Inspiration for Using It

Review of ChatGPT Advanced Data Analysis as Your Intern

Data to Content

Ice Breaker Exercises with ChatGPT Advanced Data Analysis

Use ChatGPT Advanced Data Analysis to Help You Find Inspiration for Using It

Introduction to ChatGPT Advanced Data Analysis Use Cases

Asking Questions in a Small Document

Working with Structured Data

Working with Media

Zip Files for Automation

Turning Conversations into Software Utilities

Working with Small Documents

Getting Information Into the Conversation

New Reading

Exploring Code Interpreter Use Cases

Tackle the Right Problems: Appropriate Use of ChatGPT Advanced Data Analysis

What Types of Problems are Good Fits for ChatGPT Advanced Data Analysis?

Achieve

(A) Aid Human Coordination

(C) Cut Out Tedious Tasks

(H) Help Provide a Safety Net

(IEV) InspirE better problem solving and creatiVity

(E) Enable Great Ideas to Scale Faster

Is this a good problem for ChatGPT Advanced Data Analysis?

Achieve

Problem Solving & Question Generation

Human and AI Process Planning in ChatGPT Advanced Data Analysis

Extract

Transform

AI / Analyze

Create

What Does Human vs. AI Planning Mean?

AI Planning

AI Planning Helpful Techniques

Saving & Reusing Plans

Flipped Interaction Planning

Ideas for What to Create

AI Planning

Error Identification Techniques, Error Handling, and Techniques for Large Documents & Outputs

Pattern: Try Again Using Alternate Approaches

Pattern: Manually or Without Python

Editing the Conversation to Fix Errors

A Heuristic to Help Identify Where Errors are More Likely

Consistency Checking with Identifiers or Quotations from a Source Document

Test Cases

Breaking a Problem Down and Doing Work Incrementally

Building an Index

Larger Document Analysis

The Output Window is Our Max Unit of Work

Putting the Pieces Together: Outlines

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10 Best Practices for ChatGPT Advanced Data Analysis

Outlining for Content

ChatGPT Advanced Data Analysis
 at 
Coursera 
Admission Process

    Important Dates

    May 25, 2024
    Course Commencement Date

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